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\",\n});\n```\n\n## Val Town Utility Functions\n\nVal Town provides several utility functions to help with common project tasks.\n\n### Importing Utilities\n\nAlways import utilities with version pins to avoid breaking changes:\n\n```ts\nimport {\n parseProject,\n readFile,\n serveFile,\n} from \"https://esm.town/v/std/utils@85-main/index.ts\";\n```\n\n### Available Utilities\n\n#### **serveFile** - Serve project files with proper content types\n\nFor example, in Hono:\n\n```ts\n// serve all files in frontend/ and shared/\napp.get(\"/frontend/*\", (c) => serveFile(c.req.path, import.meta.url));\napp.get(\"/shared/*\", (c) => serveFile(c.req.path, import.meta.url));\n```\n\n#### **readFile** - Read files from within the project:\n\n```ts\n// Read a file from the project\nconst fileContent = await readFile(\"/frontend/index.html\", import.meta.url);\n```\n\n#### **listFiles** - List all files in the project\n\n```ts\nconst files = await listFiles(import.meta.url);\n```\n\n#### **parseProject** - Extract information about the current project from import.meta.url\n\nThis is useful for including info for linking back to a val, ie in \"view source\"\nurls:\n\n```ts\nconst projectVal = parseProject(import.meta.url);\nconsole.log(projectVal.username); // Owner of the project\nconsole.log(projectVal.name); // Project name\nconsole.log(projectVal.version); // Version number\nconsole.log(projectVal.branch); // Branch name\nconsole.log(projectVal.links.self.project); // URL to the project page\n```\n\nHowever, it's _extremely importing_ to note that `parseProject` and other\nStandard Library utilities ONLY RUN ON THE SERVER. If you need access to this\ndata on the client, run it in the server and pass it to the client by splicing\nit into the HTML page or by making an API request for it.\n\n## Val Town Platform Specifics\n\n- **Redirects:** Use\n `return new Response(null, { status: 302, headers: { Location: \"/place/to/redirect\" }})`\n instead of `Response.redirect` which is broken\n- **Images:** Avoid external images or base64 images. Use emojis, unicode\n symbols, or icon fonts/libraries instead\n- **AI Image:** To inline generate an AI image use:\n `

`\n- **Storage:** DO NOT use the Deno KV module for storage\n- **Browser APIs:** DO NOT use the `alert()`, `prompt()`, or `confirm()` methods\n- **Weather Data:** Use open-meteo for weather data (doesn't require API keys)\n unless otherwise specified\n- **View Source:** Add a view source link by importing & using\n `import.meta.url.replace(\"ems.sh\", \"val.town)\"` (or passing this data to the\n client) and include `target=\"_top\"` attribute\n- **Error Debugging:** Add\n `` to HTML to capture\n client-side errors\n- **Error Handling:** Only use try...catch when there's a clear local\n resolution; Avoid catches that merely log or return 500s. Let errors bubble up\n with full context\n- **Environment Variables:** Use `Deno.env.get('keyname')` when you need to, but\n generally prefer APIs that don't require keys\n- **Imports:** Use `https://esm.sh` for npm and Deno dependencies to ensure\n compatibility on server and browser\n- **Storage Strategy:** Only use backend storage if explicitly required; prefer\n simple static client-side sites\n- **React Configuration:** When using React libraries, pin versions with\n `?deps=react@18.2.0,react-dom@18.2.0` and start the file with\n `/** @jsxImportSource https://esm.sh/react@18.2.0 */`\n- Ensure all React dependencies and sub-dependencies are pinned to the same\n version\n- **Styling:** Default to using TailwindCSS via\n `` unless otherwise\n specified\n\n## Project Structure and Design Patterns\n\n### Recommended Directory Structure\n\n```\n├── backend/\n│ ├── database/\n│ │ ├── migrations.ts # Schema definitions\n│ │ ├── queries.ts # DB query functions\n│ │ └── README.md\n│ └── routes/ # Route modules\n│ ├── [route].ts\n│ └── static.ts # Static file serving\n│ ├── index.ts # Main entry point\n│ └── README.md\n├── frontend/\n│ ├── components/\n│ │ ├── App.tsx\n│ │ └── [Component].tsx\n│ ├── favicon.svg\n│ ├── index.html # Main HTML template\n│ ├── index.tsx # Frontend JS entry point\n│ ├── README.md\n│ └── style.css\n├── README.md\n└── shared/\n ├── README.md\n └── utils.ts # Shared types and functions\n```\n\n### Backend (Hono) Best Practices\n\n- Hono is the recommended API framework\n- Main entry point should be `backend/index.ts`\n- **Static asset serving:** Use the utility functions to read and serve project\n files:\n ```ts\n import {\n readFile,\n serveFile,\n } from \"https://esm.town/v/std/utils@85-main/index.ts\";\n\n // serve all files in frontend/ and shared/\n app.get(\"/frontend/*\", (c) => serveFile(c.req.path, import.meta.url));\n app.get(\"/shared/*\", (c) => serveFile(c.req.path, import.meta.url));\n\n // For index.html, often you'll want to bootstrap with initial data\n app.get(\"/\", async (c) => {\n let html = await readFile(\"/frontend/index.html\", import.meta.url);\n\n // Inject data to avoid extra round-trips\n const initialData = await fetchInitialData();\n const dataScript = ``;\n\n html = html.replace(\"\", `${dataScript}`);\n return c.html(html);\n });\n ```\n- Create RESTful API routes for CRUD operations\n- Always include this snippet at the top-level Hono app to re-throwing errors to\n see full stack traces:\n ```ts\n // Unwrap Hono errors to see original error details\n app.onError((err, c) => {\n throw err;\n });\n ```\n\n### Database Patterns\n\n- Run migrations on startup or comment out for performance\n- Change table names when modifying schemas rather than altering\n- Export clear query functions with proper TypeScript typing\n\n## Common Gotchas and Solutions\n\n1. **Environment Limitations:**\n - Val Town runs on Deno in a serverless context, not Node.js\n - Code in `shared/` must work in both frontend and backend environments\n - Cannot use `Deno` keyword in shared code\n - Use `https://esm.sh` for imports that work in both environments\n\n2. **SQLite Peculiarities:**\n - Limited support for ALTER TABLE operations\n - Create new tables with updated schemas and copy data when needed\n - Always run table creation before querying\n\n3. **React Configuration:**\n - All React dependencies must be pinned to 18.2.0\n - Always include `@jsxImportSource https://esm.sh/react@18.2.0` at the top of\n React files\n - Rendering issues often come from mismatched React versions\n\n4. **File Handling:**\n - Val Town only supports text files, not binary\n - Use the provided utilities to read files across branches and forks\n - For files in the project, use `readFile` helpers\n\n5. **API Design:**\n - `fetch` handler is the entry point for HTTP vals\n - Run the Hono app with\n `export default app.fetch // This is the entry point for HTTP 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interface TalkSubmission {\n id: number;\n speaker_name: string;\n talk_context: string;\n is_on_behalf: boolean;\n submitter_name?: string;\n discord_channel_id?: string;\n discord_invite_link?: string;\n created_at: string;\n}\n\nexport interface SubmissionRequest {\n speakerName: string;\n talkContext: string;\n isOnBehalf: boolean;\n submitterName?: string;\n email?: string;\n}\n\nexport interface SubmissionResponse {\n success: boolean;\n submissionId: number;\n discordInviteLink: string;\n}\n\nexport interface DiscordConfig {\n botToken: string;\n guildId: string;\n organizersChannelId: string;\n categoryId?: string;\n}\n\nexport interface SubmissionsResponse {\n data: TalkSubmission[];\n total: number;\n limit: number;\n offset: number;\n}\n",[],[208,359],["D",1750775398865],[324],[208],"f6cdd362-02dd-11f1-8cf9-42dde27851f2","index.tsx","84fc4d46-5107-11f0-8db1-f69ea79377d9",127,["D",1770328777644],5,"/** @jsxImportSource https://esm.sh/v135/react@18.2.0 */\nimport React from \"https://esm.sh/v135/react@18.2.0\";\nimport { createRoot } from \"https://esm.sh/v135/react-dom@18.2.0/client\";\nimport App from \"./components/App.tsx\";\n\nconst root = createRoot(document.getElementById(\"root\")!);\nroot.render();\n",[],[215,371],"552569b4-aa1b-11f0-848c-0224a6c84d84","index.html","8202ede8-5107-11f0-8db1-f69ea79377d9",84,["D",1760569481770],"\n\n \n \n \n Talk Submission Form\n \n \n \n \n

\n \n \n\n",[],[215,380],"ee6451f0-05bd-11f1-ac4f-42dde27851f2","TalkSubmissionForm.tsx","9d3d85a0-5107-11f0-bdc6-f69ea79377d9","424af86e-586c-4c7f-b371-76f59081aae9",153,["D",1770644873129],11,"/** @jsxImportSource https://esm.sh/v135/react@18.2.0 */\nimport React, { useState } from \"https://esm.sh/v135/react@18.2.0\";\nimport type { SubmissionData } from \"./App.tsx\";\n\ninterface TalkSubmissionFormProps {\n onSubmit: (data: SubmissionData) => void;\n isSubmitting: boolean;\n error: string | null;\n}\n\nexport default function TalkSubmissionForm(\n { onSubmit, isSubmitting, error }: TalkSubmissionFormProps,\n) {\n const [formData, setFormData] = useState({\n speakerName: \"\",\n talkContext: \"\",\n isOnBehalf: false,\n submitterName: \"\",\n });\n const [validationError, setValidationError] = useState(null);\n\n const handleSubmit = (e: React.FormEvent) => {\n e.preventDefault();\n setValidationError(null);\n\n // iOS/Safari can occasionally autofill form fields without firing React\n // change events. To avoid \"tap submit but nothing happens\", read the\n // current DOM values as the source of truth at submit-time.\n const formEl = e.currentTarget;\n const speakerNameInput = formEl.elements.namedItem(\n \"speakerName\",\n ) as HTMLInputElement | null;\n const talkContextInput = formEl.elements.namedItem(\n \"talkContext\",\n ) as HTMLTextAreaElement | null;\n const isOnBehalfInput = formEl.elements.namedItem(\n \"isOnBehalf\",\n ) as HTMLInputElement | null;\n const submitterNameInput = formEl.elements.namedItem(\n \"submitterName\",\n ) as HTMLInputElement | null;\n\n const speakerName = (speakerNameInput?.value ?? formData.speakerName).trim();\n const talkContext = (talkContextInput?.value ?? formData.talkContext).trim();\n const isOnBehalf = isOnBehalfInput?.checked ?? formData.isOnBehalf;\n const submitterName =\n (submitterNameInput?.value ?? formData.submitterName ?? \"\").trim();\n\n if (!speakerName) {\n setValidationError(\"Speaker name is required.\");\n return;\n }\n\n if (!talkContext) {\n setValidationError(\"Talk context is required.\");\n return;\n }\n\n if (isOnBehalf && !submitterName) {\n setValidationError(\n \"Your name (submitter) is required when submitting on behalf of someone else.\",\n );\n return;\n }\n\n onSubmit({ speakerName, talkContext, isOnBehalf, submitterName });\n };\n\n const handleInputChange = (\n field: keyof SubmissionData,\n value: string | boolean,\n ) => {\n setFormData((prev) => ({\n ...prev,\n [field]: value,\n }));\n };\n\n // Keep this purely for UI hints (do not use it to disable submit).\n const isFormValid = Boolean(\n formData.speakerName.trim() &&\n formData.talkContext.trim() &&\n (!formData.isOnBehalf || formData.submitterName?.trim()),\n );\n\n return (\n

\n {/* Speaker Name */}\n

\n \n Speaker Name *\n \n handleInputChange(\"speakerName\", e.target.value)}\n className=\"w-full px-3 py-2 border border-[var(--border-default)] rounded bg-white font-mono text-sm focus:outline-none focus:border-[var(--accent-primary)] focus:border-2\"\n placeholder=\"Enter the speaker's full name\"\n disabled={isSubmitting}\n />\n

\n\n {/* Talk Context */}\n

\n \n Talk Context *\n \n handleInputChange(\"talkContext\", e.target.value)}\n className=\"w-full px-3 py-2 border border-[var(--border-default)] rounded bg-white font-mono text-sm focus:outline-none focus:border-[var(--accent-primary)] focus:border-2\"\n placeholder=\"Describe the talk topic, key points, target audience, and any other relevant context...\"\n disabled={isSubmitting}\n />\n

\n\n {/* On Behalf Checkbox */}\n

\n \n handleInputChange(\"isOnBehalf\", e.target.checked)}\n className=\"w-4 h-4 accent-[var(--accent-primary)] bg-white border-[var(--border-default)] rounded focus:ring-2 focus:ring-[var(--accent-primary)]\"\n disabled={isSubmitting}\n />\n

\n \n I am submitting this on behalf of someone else\n \n

\n Check this if you're not the speaker but are submitting for them\n

\n\n {/* Submitter Name - Only show when submitting on behalf */}\n {formData.isOnBehalf && (\n

\n \n Your Name (Submitter) *\n \n \n handleInputChange(\"submitterName\", e.target.value)}\n className=\"w-full px-3 py-2 border border-[var(--border-default)] rounded bg-white font-mono text-sm focus:outline-none focus:border-[var(--accent-primary)] focus:border-2\"\n placeholder=\"Enter your full name\"\n disabled={isSubmitting}\n />\n

\n Since you're submitting on behalf of the speaker, please provide\n your name for our records.\n

\n )}\n\n {/* Error Message */}\n {(validationError || error) && (\n

\n ⚠\n

\n {validationError || error}\n

\n )}\n\n {/* Submit Button */}\n

\n \n {isSubmitting\n ? (\n <>\n \n \n \n \n \n \n Processing Submission...\n \n )\n : (\n \"Submit Talk Proposal\"\n )}\n \n

\n\n

\n After submission, a Discord channel will be created for discussion and\n you'll receive an invitation link.\n

\n );\n}\n",[],[215,397,388],"components","4f719060-04a2-11f1-a167-42dde27851f2","SubmissionSuccess.tsx","ad61c32e-5107-11f0-b701-f69ea79377d9",151,["D",1770523058910],8,"/** @jsxImportSource https://esm.sh/v135/react@18.2.0 */\nimport React, { useEffect, useState } from \"https://esm.sh/v135/react@18.2.0\";\nimport QRCode from \"https://esm.sh/qrcode@1.5.3\";\nimport type { SubmissionResult } from \"./App.tsx\";\n\ninterface SubmissionSuccessProps {\n result: SubmissionResult;\n onReset: () => void;\n}\n\nexport default function SubmissionSuccess(\n { result, onReset }: SubmissionSuccessProps,\n) {\n const [qrSvg, setQrSvg] = useState(null);\n\n useEffect(() => {\n let cancelled = false;\n setQrSvg(null);\n\n QRCode.toString(result.discordInviteLink, {\n type: \"svg\",\n margin: 1,\n width: 180,\n color: {\n dark: \"#2d3748\", // --text-primary\n light: \"#ffffff\",\n },\n })\n .then((svg) => {\n if (!cancelled) setQrSvg(svg);\n })\n .catch((err) => {\n console.error(\"Failed to generate QR code:\", err);\n if (!cancelled) setQrSvg(\"\");\n });\n\n return () => {\n cancelled = true;\n };\n }, [result.discordInviteLink]);\n\n const copyInviteLink = async () => {\n try {\n await navigator.clipboard.writeText(result.discordInviteLink);\n // Could add a toast notification here\n } catch (err) {\n console.error(\"Failed to copy link:\", err);\n }\n };\n\n return (\n

\n {/* Success Icon */}\n

\n ✓\n

\n\n {/* Success Message */}\n

\n Submission Successful\n

\n Your talk proposal has been submitted and our organizers have been\n notified.\n

\n\n {/* Submission Details */}\n

\n Submission ID:{\" \"}\n #{result.submissionId}\n

\n\n {/* Discord Invite Section */}\n

\n 💬\n \n Join your private channel\n \n

\n\n

\n A private Discord channel has been created for your submission.\n Join to discuss your talk proposal with our organizers.\n

\n\n

\n {/* Invite Link Display */}\n

\n \n {result.discordInviteLink}\n \n \n 📋\n \n

\n\n {/* QR code (useful for quickly joining from another device, e.g. during an event) */}\n

\n Scan to join your private channel:\n

\n {qrSvg === null\n ?

Generating QR code…

\n : qrSvg\n ? (\n ... string\n dangerouslySetInnerHTML={{ __html: qrSvg }}\n />\n )\n : (\n

\n (Could not generate QR code)\n

\n )}\n

\n\n {/* Action Buttons */}\n

\n \n Join your private channel\n \n \n Copy Invite Link\n \n

\n\n {/* Next Steps */}\n

\n What happens next?\n

• Our organizers have been notified of your submission
• Join the Discord channel to discuss details
• We'll review your proposal and get back to you soon
• Keep an eye on Discord for updates and questions

\n\n {/* Reset Button */}\n \n Submit Another Talk →\n \n

\n );\n}\n",[],[215,397,399],"96e30b38-1684-11f1-819f-42dde27851f2","App.tsx","8ce15024-5107-11f0-818f-f69ea79377d9",["D",1772489414797],"/** @jsxImportSource https://esm.sh/v135/react@18.2.0 */\nimport React, { useState } from \"https://esm.sh/v135/react@18.2.0\";\nimport TalkSubmissionForm from \"./TalkSubmissionForm.tsx\";\nimport SubmissionSuccess from \"./SubmissionSuccess.tsx\";\nimport type { SubmissionRequest, SubmissionResponse } from \"/shared/types.ts\";\n\nexport type SubmissionData = SubmissionRequest;\nexport type SubmissionResult = SubmissionResponse;\n\nexport default function App() {\n const [submissionResult, setSubmissionResult] = useState<\n SubmissionResult | null\n >(null);\n const [isSubmitting, setIsSubmitting] = useState(false);\n const [error, setError] = useState(null);\n\n const handleSubmission = async (data: SubmissionData) => {\n setIsSubmitting(true);\n setError(null);\n\n try {\n const response = await fetch(\"/api/submissions\", {\n method: \"POST\",\n headers: {\n \"Content-Type\": \"application/json\",\n },\n body: JSON.stringify(data),\n });\n\n const result = await response.json();\n\n if (!response.ok) {\n throw new Error(result.error || \"Failed to submit\");\n }\n\n setSubmissionResult(result);\n } catch (err) {\n setError(err instanceof Error ? err.message : \"An error occurred\");\n } finally {\n setIsSubmitting(false);\n }\n };\n\n const handleReset = () => {\n setSubmissionResult(null);\n setError(null);\n };\n\n return (\n <>\n \n \n \n\n \n\n

\n Rust NYC Talk Submissions\n

\n Submit your talk proposal and get connected with our organizers\n

\n\n {submissionResult\n ? (\n \n )\n : (\n \n )}\n

\n \n Rust NYC\n \n

\n \n );\n}",[],[215,397,408],"8ce1764e-5107-11f0-818f-f69ea79377d9",["D",1750775331861],[318,319,320],[215,397],["D",1750775313623],[317,321,322],[215],"76952212-046e-11f1-990f-42dde27851f2","RFC-AI-ORGANIZER-COPILOT.md","769522bc-046e-11f1-990f-42dde27851f2",137,["D",1770500790754],"# RFC: Organizer Co-Pilot\n\n**Status:** Draft \n**Author:** AI Design Task \n**Date:** 2026-02-06 \n\n---\n\n## Executive Summary\n\n**Organizer Co-Pilot** is an opt-in AI assistant that helps Rust NYC meetup organizers triage talk submissions, detect urgency, score against rubrics, generate weekly digests, and draft replies—all while preserving privacy and human oversight.\n\n---\n\n## 1. Problem Statement\n\nOrganizers currently face:\n\n1. **Triage fatigue** — Manually reviewing each submission takes significant time\n2. **Inconsistent evaluation** — Different organizers may weight criteria differently\n3. **Missed deadlines** — Time-sensitive submissions (e.g., visiting speakers) slip through\n4. **Slow response times** — Submitters wait days/weeks for feedback\n5. **Context loss** — Discord threads grow long; key details get buried\n\n---\n\n## 2. Feature Overview\n\n| Capability | Description | Trigger |\n|------------|-------------|---------|\n| **Rubric Scoring** | Auto-score submissions against configurable criteria (topic fit, novelty, clarity, speaker experience) | On submission |\n| **Urgency Detection** | Flag time-sensitive signals (travel dates, deadlines, \"visiting next week\") | On submission |\n| **Suggested Tags** | Propose labels: `lightning`, `deep-dive`, `beginner-friendly`, `advanced`, `needs-mentorship` | On submission |\n| **Weekly Digest** | Summarize new submissions, pending decisions, upcoming deadlines | Scheduled (cron) |\n| **Draft Replies** | Generate templated responses for common scenarios (accept, decline, request-more-info) | On-demand (slash command) |\n\n---\n\n## 3. Architecture\n\n### 3.1 Integration Points\n\n```\n┌─────────────────────────────────────────────────────────────────────┐\n│ Talk Submission │\n│ (backend/index.ts:POST /api/submissions) │\n└──────────────────────────────┬──────────────────────────────────────┘\n │\n ▼\n┌─────────────────────────────────────────────────────────────────────┐\n│ AI Co-Pilot Pipeline │\n│ ┌──────────────┐ ┌──────────────┐ ┌──────────────┐ ┌────────────┐ │\n│ │ Rubric Score │→│ Urgency Flag │→│ Tag Suggest │→│ Store Meta │ │\n│ └──────────────┘ └──────────────┘ └──────────────┘ └────────────┘ │\n└──────────────────────────────┬──────────────────────────────────────┘\n │\n ▼\n┌─────────────────────────────────────────────────────────────────────┐\n│ Discord Notification (enhanced) │\n│ • Includes score badge, urgency flag, suggested tags │\n│ • Posts to #organizers channel │\n└─────────────────────────────────────────────────────────────────────┘\n```\n\n### 3.2 File Changes\n\n| File | Changes |\n|------|---------|\n| `backend/copilot/` (new) | New module for AI analysis |\n| `backend/copilot/rubric.ts` | Rubric scoring logic |\n| `backend/copilot/urgency.ts` | Urgency detection |\n| `backend/copilot/tags.ts` | Tag suggestions |\n| `backend/copilot/digest.ts` | Weekly digest generation |\n| `backend/copilot/replies.ts` | Draft reply templates |\n| `backend/index.ts` | Integration hook after submission (lines ~100-150) |\n| `shared/types.ts` | New `CopilotAnalysis` type |\n\n### 3.3 Database Schema Extension\n\n```sql\n-- New table for AI analysis results\nCREATE TABLE copilot_analyses_1 (\n id INTEGER PRIMARY KEY AUTOINCREMENT,\n submission_id INTEGER NOT NULL REFERENCES talk_submissions_3(id),\n \n -- Rubric scores (0-100)\n score_topic_fit INTEGER,\n score_novelty INTEGER,\n score_clarity INTEGER,\n score_speaker_exp INTEGER,\n score_overall INTEGER,\n \n -- Urgency\n urgency_level TEXT CHECK(urgency_level IN ('none', 'low', 'medium', 'high')),\n urgency_reason TEXT,\n urgency_deadline DATE,\n \n -- Tags (JSON array)\n suggested_tags TEXT, -- [\"lightning\", \"beginner-friendly\"]\n \n -- Metadata\n model_version TEXT NOT NULL,\n analyzed_at DATETIME DEFAULT CURRENT_TIMESTAMP,\n \n -- Opt-out tracking\n organizer_override BOOLEAN DEFAULT FALSE,\n override_notes TEXT\n);\n\n-- Index for digest queries\nCREATE INDEX idx_copilot_analyses_analyzed_at ON copilot_analyses_1(analyzed_at);\nCREATE INDEX idx_copilot_analyses_urgency ON copilot_analyses_1(urgency_level);\n```\n\n---\n\n## 4. Detailed Design\n\n### 4.1 Rubric Scoring\n\n**Prompt template** (configurable in `copilot/rubric.ts`):\n\n```typescript\nconst RUBRIC_PROMPT = `You are evaluating a Rust NYC meetup talk submission.\n\nSUBMISSION:\nSpeaker: {{speaker_name}}\nContext: {{talk_context}}\nType: {{submission_type}}\n\nScore each criterion 0-100:\n1. Topic Fit: Is this relevant to the Rust community?\n2. Novelty: Is this a fresh perspective or well-covered ground?\n3. Clarity: Is the proposal clear about what will be presented?\n4. Speaker Experience: Based on context, how prepared is the speaker?\n\nReturn ONLY valid JSON:\n{\n \"topic_fit\": 85,\n \"novelty\": 70,\n \"clarity\": 90,\n \"speaker_exp\": 75,\n \"reasoning\": \"Brief explanation\"\n}`;\n```\n\n**Scoring thresholds** (env-configurable):\n\n| Score | Badge | Action |\n|-------|-------|--------|\n| 80+ | 🌟 Strong | Fast-track review |\n| 60-79 | ✅ Solid | Normal queue |\n| 40-59 | 🤔 Consider | May need mentorship |\n| <40 | ⚠️ Needs Work | Request more info |\n\n### 4.2 Urgency Detection\n\nPattern-based + AI hybrid approach:\n\n```typescript\n// backend/copilot/urgency.ts\n\n// Fast regex patterns (no API call)\nconst URGENCY_PATTERNS = [\n { pattern: /visiting\\s+(next|this)\\s+week/i, level: 'high', reason: 'Visiting speaker' },\n { pattern: /deadline\\s*(is\\s+)?(\\w+\\s+\\d+|\\d+\\/\\d+)/i, level: 'medium', reason: 'Mentioned deadline' },\n { pattern: /time[- ]sensitive/i, level: 'medium', reason: 'Explicitly time-sensitive' },\n { pattern: /only\\s+available\\s+(on|until)/i, level: 'high', reason: 'Limited availability' },\n { pattern: /leaving\\s+(the\\s+)?(city|country|US)/i, level: 'high', reason: 'Departing soon' },\n];\n\n// If patterns don't match, use AI for nuanced detection\nasync function detectUrgencyWithAI(content: string): Promise {\n // Uses gpt-4o-mini with specific urgency-detection prompt\n}\n```\n\n### 4.3 Suggested Tags\n\nAuto-suggested, organizer-confirmed:\n\n```typescript\nconst TAG_TAXONOMY = {\n format: ['lightning', 'deep-dive', 'workshop', 'panel'],\n level: ['beginner-friendly', 'intermediate', 'advanced'],\n topic: ['async', 'systems', 'wasm', 'embedded', 'web', 'cli', 'gamedev'],\n support: ['needs-mentorship', 'needs-slides-review', 'first-time-speaker'],\n};\n```\n\nTags appear in Discord notification with ✅/❌ buttons for organizers to confirm.\n\n### 4.4 Weekly Digest\n\nCron job (`copilot-digest.cron.ts`) runs Monday 9am:\n\n```markdown\n## 📊 Rust NYC Talk Submissions — Week of Feb 3\n\n### 🆕 New Submissions (3)\n| Speaker | Topic | Score | Urgency |\n|---------|-------|-------|---------|\n| Alice | Async Rust Deep Dive | 🌟 85 | ⏰ HIGH: visiting Feb 15 |\n| Bob | My First Crate | 🤔 55 | — |\n| Carol | WebAssembly Perf | ✅ 72 | — |\n\n### ⏳ Pending Decisions (5)\n- Alice's talk awaiting slot assignment (7 days)\n- Bob's talk needs mentorship assignment (14 days)\n\n### 📅 Upcoming Deadlines\n- Feb 15: Alice only available this date\n- Feb 28: March meetup speaker deadline\n\n### 📈 Stats\n- Avg response time: 4.2 days\n- Acceptance rate: 67%\n```\n\n### 4.5 Draft Replies\n\nSlash command `/copilot reply `:\n\n| Scenario | Template |\n|----------|----------|\n| `accept` | Congratulations, scheduling details, next steps |\n| `decline` | Gracious decline, reasons, encouragement to resubmit |\n| `more-info` | Specific questions based on what's missing |\n| `mentorship` | Offer pairing with experienced speaker |\n\n**Guardrail:** Draft is posted as an **ephemeral message** only visible to the organizer who invoked it. Organizer must explicitly send or edit before it's visible to the submitter.\n\n---\n\n## 5. Guardrails & Opt-In\n\n### 5.1 Opt-In Model\n\n| Level | Scope | How to Enable |\n|-------|-------|---------------|\n| **Guild-level** | Entire Discord server | Env var `COPILOT_ENABLED=true` |\n| **Channel-level** | Specific submission channels | Channel topic includes `[copilot]` |\n| **Submission-level** | Individual submission | Submitter checkbox \"Allow AI-assisted review\" |\n\n**Default:** All levels default to **OFF**. Requires explicit opt-in.\n\n### 5.2 Human-in-the-Loop\n\n```\n┌─────────────────────────────────────────────────────────────────┐\n│ AI Output Classification │\n├─────────────────────────────────────────────────────────────────┤\n│ ADVISORY (shown to organizers only): │\n│ • Rubric scores │\n│ • Urgency flags │\n│ • Tag suggestions │\n│ • Weekly digests │\n│ • Draft replies (ephemeral) │\n├─────────────────────────────────────────────────────────────────┤\n│ NEVER autonomous: │\n│ • Accepting/declining submissions │\n│ • Sending replies to submitters │\n│ • Modifying submission content │\n│ • Creating public channels │\n└─────────────────────────────────────────────────────────────────┘\n```\n\n### 5.3 Override Mechanism\n\nAny organizer can override AI analysis:\n\n```\n/copilot override score=95 urgency=none tags=deep-dive,advanced\n```\n\nOverrides are logged with organizer ID, timestamp, and reason.\n\n### 5.4 Rate Limiting\n\n| Resource | Limit | Reason |\n|----------|-------|--------|\n| OpenAI calls per submission | 3 | Score + urgency + tags |\n| OpenAI calls per day | 100 | Cost control |\n| Digest generation | 1/week | Prevent spam |\n| Draft replies per organizer | 20/day | Prevent abuse |\n\n---\n\n## 6. Data Storage & Privacy\n\n### 6.1 What Data Is Stored\n\n| Data | Stored | Retention | Purpose |\n|------|--------|-----------|---------|\n| Submission content | ✅ Yes | Indefinite | Core functionality |\n| AI scores | ✅ Yes | Indefinite | Audit trail |\n| AI reasoning | ✅ Yes | 90 days | Debugging |\n| Full prompts sent to AI | ❌ No | — | Privacy |\n| AI model responses | ✅ Yes (parsed) | 90 days | Debugging |\n| Organizer overrides | ✅ Yes | Indefinite | Accountability |\n\n### 6.2 What Data Is NOT Stored\n\n- Raw API request/response bodies to OpenAI\n- Conversation history beyond current submission\n- Personal data beyond what's in submission form\n- IP addresses or device fingerprints\n\n### 6.3 Data Flow to Third Parties\n\n```\n┌──────────────────┐ ┌──────────────────┐\n│ Our Database │ │ OpenAI API │\n│ (Val Town SQL) │ │ (gpt-4o-mini) │\n└────────┬─────────┘ └────────▲─────────┘\n │ │\n │ Submission content │ Anonymized prompt\n │ (speaker name, │ (no email, no Discord IDs\n │ talk context) │ in production prompts)\n └────────────────────────────┘\n```\n\n**OpenAI Data Policy:** Using API (not ChatGPT), data is not used for training per OpenAI API ToS.\n\n---\n\n## 7. Success Metrics\n\n| Metric | Baseline | Target | Measurement |\n|--------|----------|--------|-------------|\n| **Avg. response time** | 5 days | 2 days | Time from submission to first organizer reply |\n| **Triage time per submission** | 10 min | 3 min | Organizer-reported (survey) |\n| **Missed urgent submissions** | Unknown | 0 | Count of high-urgency not reviewed within 48h |\n| **AI score correlation** | N/A | >0.7 | Correlation between AI score and final decision |\n| **Organizer override rate** | N/A | <20% | Indicates AI alignment with organizer judgment |\n| **Submitter satisfaction** | 4.0/5 | 4.5/5 | Post-event survey |\n\n---\n\n## 8. Mock Press Release\n\n> ### **Rust NYC Launches AI-Powered Talk Submission Co-Pilot**\n>\n> *New opt-in feature helps organizers respond to speakers 60% faster while maintaining human decision-making*\n>\n> **New York, NY** — Rust NYC, the popular systems programming meetup, today announced the launch of **Organizer Co-Pilot**, an AI-assisted tool that helps volunteer organizers efficiently triage talk submissions without compromising privacy or human oversight.\n>\n> \"Our organizers are volunteers with day jobs,\" said [Organizer Name]. \"Co-Pilot handles the time-consuming first pass—scoring proposals, flagging visiting speakers who need fast responses, and drafting reply templates—so we can focus on the human conversations that matter.\"\n>\n> **Key Features:**\n> - **Smart Scoring**: AI evaluates submissions against transparent rubrics, highlighting strong proposals\n> - **Urgency Detection**: Automatically flags time-sensitive submissions (visiting speakers, deadlines)\n> - **Weekly Digests**: Summarizes pending submissions so nothing falls through the cracks\n> - **Draft Replies**: Generates starting points for common responses, always requiring human review before sending\n>\n> **Privacy by Design:**\n> - Opt-in at every level (guild, channel, individual submission)\n> - AI provides recommendations only—humans make all decisions\n> - No personal data stored beyond submission content\n> - Full audit trail of AI suggestions vs. human decisions\n>\n> The feature is available immediately for Rust NYC and will be open-sourced for other meetup organizers.\n\n### FAQ (Privacy & Trust)\n\n**Q: Does the AI automatically accept or reject talks?** \nA: No. The AI provides scores and suggestions visible only to organizers. All accept/decline decisions require explicit human action.\n\n**Q: Is my submission data used to train AI models?** \nA: No. We use OpenAI's API, which does not use API data for training. Submission content is processed but not retained by OpenAI.\n\n**Q: Can I opt out of AI analysis?** \nA: Yes. Submitters can uncheck \"Allow AI-assisted review\" on the form. Organizers can disable Co-Pilot at the channel or guild level.\n\n**Q: What if the AI score is wrong?** \nA: Organizers can override any AI analysis with one command. Overrides are logged for continuous improvement.\n\n**Q: Who can see AI scores?** \nA: Only organizers with access to the #organizers channel. Scores are never shared with submitters.\n\n**Q: Is the scoring rubric transparent?** \nA: Yes. The rubric criteria and weights are documented and can be customized per community.\n\n---\n\n## 9. Implementation Phases\n\n| Phase | Scope | Duration | Dependencies |\n|-------|-------|----------|--------------|\n| **Phase 1** | Rubric scoring + urgency detection | 2 weeks | None |\n| **Phase 2** | Suggested tags + enhanced Discord notifications | 1 week | Phase 1 |\n| **Phase 3** | Weekly digest cron job | 1 week | Phase 1 |\n| **Phase 4** | Draft replies slash command | 2 weeks | Discord slash command registration |\n| **Phase 5** | Organizer dashboard (optional) | 3 weeks | All phases |\n\n---\n\n## 10. Existing Code Patterns to Reuse\n\nThe autothread module (`backend/autothread/logic.ts`) provides proven patterns:\n\n| Pattern | Location | Reuse For |\n|---------|----------|-----------|\n| OpenAI integration | `logic.ts:100-160` (`generateAIThreadName`) | All AI calls |\n| JSON response parsing | `logic.ts:130-145` | Score/tag parsing |\n| Prompt construction | `logic.ts:105-125` | Rubric prompts |\n| Error handling | `logic.ts:150-160` | Graceful degradation |\n| Mode guards (plan/dry_run/live) | `logic.ts:200-250` | Testing without side effects |\n| Namespace isolation | `store.ts` | Sandbox testing of Co-Pilot |\n\n---\n\n## 11. Remaining Work\n\nFor orchestrator follow-up:\n\n1. **Create `backend/copilot/` module structure** with type definitions\n2. **Implement rubric scoring** (highest value, lowest complexity)\n3. **Add `copilot_analyses` table** migration\n4. **Integration test** with existing submission flow\n5. **Discord notification enhancement** with score badges\n6. **Cron job** for weekly digest\n7. **Slash command** registration for `/copilot` commands\n\n---\n\n## Appendix A: Example Discord Notification (Enhanced)\n\n```\n📢 **New Talk Submission**\n\n**Speaker:** Alice Chen\n**Topic:** Building a Custom Async Runtime in Rust\n\n**🤖 Co-Pilot Analysis:**\n┌─────────────────────────────────────────┐\n│ Score: 🌟 85/100 │\n│ ├─ Topic Fit: 92 │\n│ ├─ Novelty: 78 │\n│ ├─ Clarity: 88 │\n│ └─ Speaker Exp: 82 │\n│ │\n│ ⏰ URGENCY: HIGH │\n│ └─ \"Visiting NYC Feb 12-16 only\" │\n│ │\n│ Tags: `deep-dive` `async` `advanced` │\n└─────────────────────────────────────────┘\n\n[View Submission] [Override Analysis] [Draft Reply]\n```\n\n---\n\n## Appendix B: Configuration Reference\n\n```typescript\n// Environment variables\nCOPILOT_ENABLED=true|false // Master switch\nCOPILOT_MODEL=gpt-4o-mini // AI model\nCOPILOT_DAILY_LIMIT=100 // API call cap\nCOPILOT_SCORE_THRESHOLD_STRONG=80 // Fast-track threshold\nCOPILOT_SCORE_THRESHOLD_WEAK=40 // Needs-work threshold\nCOPILOT_DIGEST_DAY=1 // 0=Sun, 1=Mon, etc.\nCOPILOT_DIGEST_HOUR=9 // Hour in UTC\n```\n\n---\n\n*End of RFC*\n",[],[221,422],"76bebc80-046e-11f1-b77c-42dde27851f2","76bebd3e-046e-11f1-b77c-42dde27851f2","767ed066-046e-11f1-bb90-42dde27851f2",146,["D",1770500790987],"# Features\n\nThis folder is organized by implementation status.\n\n- `docs/features/implemented/` — documentation for features that are shipped/active in production.\n- `docs/features/concepts/` — PR-ready concepts, working-backwards docs, and RFC-style writeups for features not yet implemented.\n\nIf a concept becomes implemented, move its doc into `implemented/` and update any cross-links.\n",[],[221,437,170],"features","76a4b448-046e-11f1-ab3e-42dde27851f2","speaker-launchpad.md","76a4b560-046e-11f1-ab3e-42dde27851f2","768bb24a-046e-11f1-990f-42dde27851f2",141,["D",1770500790854],"# Speaker Launchpad: Mentorship & First-Time Speaker Accelerator\n\n**Status:** PR-Ready Concept \n**Feature Code Name:** `speaker-launchpad` \n**Target:** Rust NYC Meetup Talk Submission System\n\n---\n\n## Executive Summary\n\n**Speaker Launchpad** transforms the talk submission process from a form-and-pray experience into a guided journey. First-time speakers get paired with experienced community mentors, receive structured support, and dramatically increase their odds of delivering a successful talk.\n\n---\n\n## 1. Feature Name & Positioning\n\n**Primary Name:** Speaker Launchpad \n**Tagline:** \"From idea to stage, you're never alone.\"\n\n**Why this name:**\n- \"Launchpad\" evokes preparation, support, and successful takeoff\n- Avoids clinical \"mentorship program\" language\n- Implies action and momentum, not just passive guidance\n\n---\n\n## 2. How Matching Works\n\n### 2.1 Speaker Opt-In (Consent-First Design)\n\n**Form Changes** (`frontend/components/TalkSubmissionForm.tsx`, lines 12-17):\n\nAdd to `SubmissionData` interface:\n```typescript\ninterface SubmissionData {\n // ... existing fields\n isFirstTimeSpeaker: boolean; // New: self-identification\n wantsMentorship: boolean; // New: explicit opt-in\n preferredSupportType: SupportType; // New: granularity\n speakerTimezone?: string; // New: for async matching\n}\n\ntype SupportType = \n | 'full-mentorship' // Full journey: ideation → delivery\n | 'proposal-review' // Just help refining the abstract\n | 'dry-run-only' // Practice presentation feedback\n | 'async-feedback' // Written feedback, no calls\n```\n\n**UI Addition:** After the \"Talk Context\" field (around line 65), add:\n```tsx\n{/* First-Time Speaker Section */}\n

\n 🚀\n Speaker Launchpad\n

\n \n

\n \n \n This is my first conference/meetup talk\n \n \n {isFirstTimeSpeaker && (\n \n \n I'd like to be matched with a mentor\n \n )}\n \n {wantsMentorship && (\n \n )}\n

\n```\n\n### 2.2 Mentor Opt-In (Workload Management)\n\n**Mentor Pool Management:**\n\n```typescript\n// New table: mentor_availability\ninterface MentorRecord {\n id: number;\n discord_user_id: string;\n display_name: string;\n max_mentees_per_quarter: number; // Workload cap\n current_mentee_count: number;\n expertise_areas: string[]; // e.g., [\"systems\", \"web\", \"async\"]\n support_types_offered: SupportType[];\n timezone: string;\n active: boolean;\n created_at: string;\n}\n```\n\n**Workload Protection Rules:**\n1. **Hard cap:** Mentors set their own quarterly limit (default: 2)\n2. **Cooldown:** After completing a mentorship, 2-week pause before new match\n3. **Opt-out anytime:** Mentors can mark themselves unavailable\n4. **Load balancing:** System prefers mentors with fewer active mentees\n\n### 2.3 Matching Algorithm\n\n```typescript\nfunction findBestMentor(submission: SubmissionWithLaunchpad): MentorRecord | null {\n const candidates = await getMentorsWithCapacity();\n \n return candidates\n .filter(m => m.support_types_offered.includes(submission.preferredSupportType))\n .filter(m => hasTimezoneOverlap(m.timezone, submission.speakerTimezone))\n .sort((a, b) => {\n // Prefer mentors with matching expertise\n const aMatch = expertiseScore(a, submission.talkContext);\n const bMatch = expertiseScore(b, submission.talkContext);\n if (aMatch !== bMatch) return bMatch - aMatch;\n \n // Then prefer less-loaded mentors\n return a.current_mentee_count - b.current_mentee_count;\n })[0] ?? null;\n}\n```\n\n**Fallback:** If no mentor available:\n1. Speaker joins `#speaker-launchpad` general channel\n2. Organizers get notified to manually assist\n3. Speaker still gets all async resources\n\n---\n\n## 3. Speaker Journey\n\n### Phase 1: Submission (Day 0)\n\n```\n┌─────────────────────────────────────────────────────────────┐\n│ SUBMIT TALK │\n│ ├─ Fill form (existing) │\n│ ├─ Check \"First-time speaker\" ✓ │\n│ ├─ Check \"Want mentorship\" ✓ │\n│ └─ Select: \"Full mentorship journey\" │\n└─────────────────────────────────────────────────────────────┘\n │\n ▼\n┌─────────────────────────────────────────────────────────────┐\n│ DISCORD CHANNEL CREATED │\n│ Channel: #launchpad-42-alice-smith │\n│ Members: Speaker, Matched Mentor, @organizers │\n│ │\n│ 🤖 Bot posts: │\n│ \"Welcome to Speaker Launchpad! 🚀 │\n│ @alice-smith meet your mentor @bob-mentor │\n│ Here's your journey timeline...\" │\n└─────────────────────────────────────────────────────────────┘\n```\n\n### Phase 2: Proposal Refinement (Days 1-7)\n\n**Automated Prompts (via Discord bot):**\n\n| Day | Bot Action |\n|-----|------------|\n| 1 | \"📝 Start by sharing your 2-sentence pitch with @mentor\" |\n| 3 | \"🎯 Time to refine! What's the ONE thing attendees should remember?\" |\n| 5 | \"📋 Review the [Proposal Template] and post your draft\" |\n| 7 | \"✅ Mentor: Please react with ✅ when proposal is ready for review\" |\n\n### Phase 3: Content Development (Days 8-21)\n\n**Resources Auto-Shared:**\n- Link to slide templates\n- \"Rust NYC Talk Best Practices\" guide\n- Recording consent form\n- A/V setup requirements\n\n**Milestone Check-ins:**\n| Day | Milestone |\n|-----|-----------|\n| 10 | Outline complete |\n| 14 | First draft of slides |\n| 18 | Technical accuracy review |\n| 21 | Content freeze |\n\n### Phase 4: Practice (Days 22-28)\n\n**Dry Run Coordination:**\n\n```typescript\n// Bot command in channel\n/schedule-dry-run @alice-smith @bob-mentor\n// Opens scheduling widget, creates calendar event\n// Records the session (with consent) for self-review\n```\n\n**Feedback Framework:**\n- Mentor uses structured rubric (timing, clarity, code examples, pacing)\n- Feedback delivered as Discord thread (searchable, async-friendly)\n\n### Phase 5: Event Day\n\n**Day-Of Checklist Bot:**\n```\n📋 Speaker Checklist - 2 hours before:\n☐ Laptop charged\n☐ Slides exported to PDF backup \n☐ Water bottle ready\n☐ Arrived 15 min early for A/V check\n```\n\n### Phase 6: Post-Talk (Graduation)\n\n- Mentor leaves final encouragement message\n- Bot posts: \"🎓 Congratulations! You're now a Rust NYC speaker!\"\n- Speaker invited to become future mentor\n- Channel archived (read-only) for reference\n\n---\n\n## 4. Organizer Operations\n\n### 4.1 New Discord Channels\n\n| Channel | Purpose |\n|---------|---------|\n| `#speaker-launchpad` | Public channel for general speaker support questions |\n| `#mentor-lounge` | Private channel for mentors to coordinate |\n| `#launchpad-{id}-{name}` | Per-speaker private channels (auto-created) |\n\n### 4.2 Organizer Dashboard Additions\n\n**New API Endpoint:** `GET /api/launchpad/dashboard`\n\n```typescript\ninterface LaunchpadDashboard {\n activeJourneys: number;\n awaitingMatch: number;\n mentorCapacity: { available: number; total: number };\n \n journeys: Array<{\n speakerId: number;\n speakerName: string;\n mentorName: string | null;\n phase: 'proposal' | 'content' | 'practice' | 'complete';\n daysInPhase: number;\n lastActivity: string;\n alerts: string[]; // e.g., \"No activity in 5 days\"\n }>;\n}\n```\n\n### 4.3 Organizer Interventions\n\n**Automated Alerts to `#organizers`:**\n- \"⚠️ No mentor available for new submission #47\"\n- \"⚠️ #launchpad-42-alice inactive for 7 days\"\n- \"⚠️ Mentor @bob at capacity (3/3 mentees)\"\n\n**Manual Override Commands:**\n```\n/launchpad assign #47 @specific-mentor # Force match\n/launchpad extend #42 proposal 7d # Extend phase deadline\n/launchpad graduate #42 # Mark complete early\n```\n\n---\n\n## 5. Database Schema Changes\n\n```sql\n-- New table: launchpad enrollments\nCREATE TABLE speaker_launchpad (\n id INTEGER PRIMARY KEY AUTOINCREMENT,\n submission_id INTEGER NOT NULL REFERENCES talk_submissions_3(id),\n mentor_id INTEGER REFERENCES mentors(id),\n support_type TEXT NOT NULL,\n current_phase TEXT DEFAULT 'proposal',\n phase_started_at DATETIME DEFAULT CURRENT_TIMESTAMP,\n graduated_at DATETIME,\n created_at DATETIME DEFAULT CURRENT_TIMESTAMP\n);\n\n-- New table: mentor pool\nCREATE TABLE mentors (\n id INTEGER PRIMARY KEY AUTOINCREMENT,\n discord_user_id TEXT UNIQUE NOT NULL,\n display_name TEXT NOT NULL,\n max_mentees INTEGER DEFAULT 2,\n expertise_areas TEXT, -- JSON array\n support_types TEXT, -- JSON array\n timezone TEXT,\n active BOOLEAN DEFAULT true,\n created_at DATETIME DEFAULT CURRENT_TIMESTAMP\n);\n\n-- New table: journey milestones\nCREATE TABLE launchpad_milestones (\n id INTEGER PRIMARY KEY AUTOINCREMENT,\n launchpad_id INTEGER NOT NULL REFERENCES speaker_launchpad(id),\n milestone_type TEXT NOT NULL,\n completed_at DATETIME,\n notes TEXT\n);\n```\n\n---\n\n## 6. Success Metrics\n\n### Primary Metrics\n\n| Metric | Definition | Target |\n|--------|------------|--------|\n| **Completion Rate** | % of Launchpad speakers who deliver talk | >80% |\n| **Time to Stage** | Days from submission to talk delivery | <60 days |\n| **Mentor Satisfaction** | Post-journey survey (1-5 scale) | >4.2 |\n| **Speaker Satisfaction** | Post-journey survey (1-5 scale) | >4.5 |\n\n### Secondary Metrics\n\n| Metric | Definition | Target |\n|--------|------------|--------|\n| **Return Rate** | % of Launchpad grads who submit again | >30% |\n| **Mentor Conversion** | % of grads who become mentors | >15% |\n| **Match Time** | Hours from submission to mentor assigned | <48h |\n| **Phase Completion** | % completing each phase on time | >70% |\n\n### Tracking Implementation\n\n```typescript\n// Event tracking for analytics\ninterface LaunchpadEvent {\n type: 'enrolled' | 'matched' | 'phase_advanced' | 'graduated' | 'dropped';\n launchpadId: number;\n timestamp: string;\n metadata: Record;\n}\n```\n\n---\n\n## 7. Mock Press Release Outline\n\n---\n\n### **FOR IMMEDIATE RELEASE**\n\n# Rust NYC Launches \"Speaker Launchpad\" — Turning First-Time Speakers into Conference Stars\n\n**New York, NY** — Rust NYC today announced Speaker Launchpad, a mentorship program that pairs first-time speakers with experienced community members to guide them from initial idea to standing ovation.\n\n### The Problem\n> \"I have a great talk idea, but I've never spoken at a meetup. Where do I even start?\"\n\n80% of potential speakers never submit because they feel unprepared. The tech community loses diverse voices and fresh perspectives.\n\n### The Solution\nSpeaker Launchpad provides:\n- **1:1 Mentorship** — Matched with an experienced speaker who's been there\n- **Structured Journey** — Clear milestones from proposal to practice run\n- **Community Support** — Never feel alone in your preparation\n\n### By the Numbers\n- **4 weeks** average time from idea to stage-ready\n- **90%** of Launchpad speakers deliver their talk (vs. 60% general)\n- **50%** of graduates go on to speak at other events\n\n### Quote from Organizer\n> \"We don't just want talks — we want to grow speakers. Speaker Launchpad invests in people, and that investment comes back tenfold to our community.\" \n> — *[Organizer Name], Rust NYC*\n\n### Quote from Graduate\n> \"I never thought I could give a tech talk. My mentor helped me realize my debugging war story was actually interesting. Now I can't wait to do it again.\" \n> — *[Speaker Name], Launchpad Graduate*\n\n### How It Works\n1. Submit your talk idea at [rustnyc.dev/submit]\n2. Check \"I'm a first-time speaker\" and \"I'd like a mentor\"\n3. Get matched within 48 hours\n4. Follow the guided 4-week journey\n5. Deliver your talk to a supportive audience\n\n### Call to Action\n**Aspiring Speakers:** Submit your idea today. We'll help you get there. \n**Experienced Speakers:** Join our mentor pool and pay it forward.\n\n**Links:**\n- Submit a talk: rustnyc.dev/submit\n- Become a mentor: rustnyc.dev/mentor\n- Learn more: rustnyc.dev/launchpad\n\n---\n\n*Rust NYC is a monthly meetup bringing together Rust developers in the New York City area.*\n\n---\n\n## 8. Implementation Phases\n\n### Phase 1: MVP (2 weeks)\n- [ ] Add form fields to `TalkSubmissionForm.tsx`\n- [ ] Create `speaker_launchpad` and `mentors` tables\n- [ ] Basic matching logic (manual mentor assignment)\n- [ ] Modified Discord channel creation with mentor ping\n\n### Phase 2: Automation (2 weeks)\n- [ ] Automated matching algorithm\n- [ ] Phase advancement bot messages\n- [ ] Organizer dashboard API\n\n### Phase 3: Polish (2 weeks)\n- [ ] Mentor self-service (availability, expertise)\n- [ ] Analytics tracking\n- [ ] Graduate-to-mentor flow\n\n---\n\n## Remaining Work\n\nFor orchestrator follow-up:\n\n1. **Design Review:** Get feedback on form UX changes from frontend task\n2. **Discord Bot Scope:** Determine if existing bot framework supports scheduled messages or if new bot needed\n3. **Mentor Recruitment:** Draft outreach message for existing speakers to join mentor pool\n4. **Legal Review:** Ensure mentor/mentee interactions have appropriate code of conduct coverage\n5. **Integration:** Coordinate with other features (e.g., if \"Talk Tracks\" feature exists, mentors should match by track)\n\n---\n\n*Document generated: 2026-02-06* \n*Author: Background Task `deep-mentorship`*\n",[],[221,437,447,439],"concepts","76b81b82-046e-11f1-ab3e-42dde27851f2","TALKTRIAGE-PRFAQ.md","76b81c72-046e-11f1-ab3e-42dde27851f2",145,["D",1770500790981],"# TalkTriage — Working Backwards PR/FAQ (Amazon-style)\n\n> **Decisions captured from product direction**\n> 1) **Dedicated channel** for organizer triage (new, separate from general organizers chat)\n> 2) **Role-gated** access based on a configurable set of Discord role IDs\n> 3) **Finalize button** lives in the card’s thread (fallback: on the card if thread can’t be created)\n> 4) Default **recommendation threshold = 3 votes**, configurable\n\n---\n\n## Press Release (Draft)\n\n**FOR IMMEDIATE RELEASE**\n\n## Rust NYC launches TalkTriage — review talks where you already talk\n\n**A Discord-native triage inbox with role-gated voting, threaded discussion, and one-click final decisions.**\n\n**New York, NY —** Rust NYC today announced **TalkTriage**, a Discord-native review pipeline that replaces ad-hoc spreadsheets and scattered DMs with a dedicated organizer inbox channel inside Discord. When a speaker submits a talk, TalkTriage posts a structured “review card” into a private triage channel where organizers can vote with one click, open a focused discussion thread, and finalize a decision—without leaving the place they already coordinate.\n\nVolunteer organizing teams are often limited not by the quality of their communities, but by the overhead of triaging submissions. TalkTriage reduces that overhead by turning every submission into a single source of truth: the abstract, links to the speaker discussion channel, the live vote tally, and decision history.\n\nTalkTriage is **role-gated** so only authorized reviewers can vote or finalize decisions. Once a decision is finalized, the bot automatically posts a clear status update into the speaker’s submission channel—reducing uncertainty and ensuring speakers get timely feedback.\n\n> “We wanted a workflow that felt native to Discord. TalkTriage doesn’t add another tool—it turns Discord into the tool.”\n> — Rust NYC organizers\n\n**Availability:** TalkTriage will roll out first to Rust NYC’s organizer team. The initial release focuses on the triage inbox, voting + tallying, and thread-based decision finalization. Scheduling handoff and analytics will follow as separate phases.\n\n---\n\n## The Customer Problem\n\n### Primary customer: Organizers (reviewers)\n**Job to be done:** “Keep the queue moving, align as a team, and make decisions quickly—with minimal overhead.”\n\n**Pain today:**\n- Review state lives in a spreadsheet or someone’s memory\n- Votes are unstructured (hard to tally, hard to audit)\n- Discussion fragments across channels and DMs\n- Submissions stall because urgency isn’t visible\n\n### Secondary customer: Speakers (indirectly)\n**Job to be done:** “Know my talk was seen, understand what happens next, and get a timely answer.”\n\n---\n\n## The Solution (1 sentence)\n\n**TalkTriage is a dedicated, role-gated Discord triage inbox where submissions become review cards with one-click voting, a linked discussion thread, and a finalize button that turns consensus into action.**\n\n---\n\n## Product Surfaces Touched (Inventory)\n\n### Discord (Organizer)\n1) **New channel:** `#talk-triage` (dedicated inbox)\n2) **Review card message** in `#talk-triage` with interactive controls\n3) **Thread per card** for deliberation (created on-demand)\n4) **Action panel message** inside the thread (contains Finalize buttons)\n5) **Slash commands (MVP):**\n - `/triage` — show queue (grouped by status + aging)\n - `/talk ` — view details + jump links (optional MVP; can be phase 1.5)\n\n### Discord (Speaker)\n6) **Existing:** speaker submission channel (already created today)\n7) **New:** status update messages posted into the speaker channel when finalized (and optionally when moved into “Under review”)\n\n### Backend (Val Town / Hono)\n8) **New route:** `POST /api/discord/interactions` (Discord Interactions webhook)\n9) **New internal API endpoints** (optional; for debugging/backfills)\n\n### Data (SQLite)\n10) New tables for votes/status/history + mapping submission ↔ review card message ↔ thread\n\n### Config (env)\n11) New env vars for triage channel + reviewer roles + thresholds\n\n---\n\n## North Star Experience (Detailed)\n\n### 0) A submission arrives\nExisting flow remains:\n- DB insert\n- speaker channel created\n- welcome message posted\n\n**New addition:** also create a TalkTriage review card in `#talk-triage`.\n\n### 1) TalkTriage posts a Review Card\nA single message containing:\n- Submission ID\n- Speaker + on-behalf info\n- Abstract excerpt\n- Link to speaker discussion channel\n- Status badge\n- Live vote tally\n\n**Controls on the card:**\n- Vote buttons: ✅ Accept, 🤔 Maybe, ❌ Pass\n- “Discuss” button: 💬 creates/opens thread\n\n### 2) Reviewers vote\n- Each vote is **per-reviewer** (updatable)\n- Card edits to show live tally\n- When tally meets the configurable threshold (default: ≥3 Accept votes), card shows “Recommendation: Accept (threshold met)”\n\n### 3) Discussion happens in the thread\n- Clicking **Discuss** creates a thread (if possible) and posts an **Action Panel** message\n- The action panel contains **Finalize** buttons (see below)\n\n### 4) Finalize decision (button)\nThe action panel includes:\n- **Finalize: Accept**\n- **Finalize: Waitlist**\n- **Finalize: Decline**\n\nFinalizing:\n- Updates DB status\n- Edits review card status badge + pins final state in thread\n- Posts a status update into the speaker channel\n\n**Fallback:** if thread creation fails, the finalize buttons are posted directly on the review card message.\n\n### 5) `/triage` shows the queue\n`/triage` returns an organizer-only view:\n- Grouped by status (Pending / Under Review / Accepted / Waitlist / Declined)\n- Sorted by aging and/or score\n- Each row: ID, speaker, age, tally summary, links\n\n---\n\n## Interaction Design (Concrete Message Layouts)\n\n### Review Card (in `#talk-triage`)\n\n**Message content (example):**\n\n**🎤 Talk Submission #42** \\ **Status:** `Pending`\n\n**Speaker:** Jane Doe \n**Submission:** Submitted by speaker (or “on behalf of …”)\n\n**Abstract (excerpt):**\n> Rust lifetimes are hard—this talk explains… (first 400–800 chars)\n\n**Speaker channel:** <#123456789012345678>\n\n**Votes:** ✅ 2 · 🤔 1 · ❌ 0 \n**Recommendation:** *(not yet)*\n\n**Components (buttons):**\n- Row 1: ✅ Accept | 🤔 Maybe | ❌ Pass\n- Row 2: 💬 Discuss\n\nNotes:\n- We intentionally keep “Finalize” out of the main card in the happy path to reduce accidental clicks; finalization lives in the thread action panel.\n\n### Action Panel (posted in the thread)\n\n**Header:** “Decision panel for Talk #42”\n\nShows:\n- Current tally + recommendation\n- Current status\n- A reminder: “Finalizing will notify the speaker channel.”\n\n**Buttons:**\n- Finalize: ✅ Accept\n- Finalize: 🟨 Waitlist\n- Finalize: ❌ Decline\n\nOptional (later): “Request more info” button that posts a template in speaker channel.\n\n---\n\n## Role-Gating & Permissions\n\n### Requirement\nOnly users with at least one of the configured roles may:\n- vote\n- open a discussion thread (optional gating)\n- finalize decisions\n- view `/triage` output\n\n### Proposed configuration\n- `DISCORD_REVIEWER_ROLE_IDS` — comma-separated list of role IDs\n- `DISCORD_TRIAGE_CHANNEL_ID` — where review cards are posted\n\n### Enforcement mechanism (Discord Interactions)\nDiscord interaction payloads include `member.roles` for guild interactions. We check:\n- is request valid (signature verification)\n- is in expected guild\n- is user role-authorized\n\nIf unauthorized:\n- respond ephemerally: “You don’t have permission to use TalkTriage actions.”\n\n---\n\n## Vote Thresholds (Configurable)\n\n### Defaults\n- “Recommendation: Accept” when **Accept votes ≥ 3**\n\n### Configuration\n- `TALKTRIAGE_MIN_ACCEPT_VOTES` (default `3`)\n- Optional additional constraints (future):\n - require N total votes\n - block recommendation if any ❌ votes exist\n\nImportant: thresholds should influence **recommendation** and/or enabling finalize buttons, but finalization is always explicit and role-gated.\n\n---\n\n## Data Model (Proposed)\n\n### `talk_review_cards_1`\nMaps a submission to its review card message/thread.\n- `submission_id` (PK)\n- `triage_channel_id`\n- `review_message_id`\n- `review_thread_id` (nullable)\n- `created_at`\n\n### `talk_reviews_1`\nOne vote per reviewer per submission.\n- `submission_id`\n- `reviewer_discord_id`\n- `vote` enum: `accept | maybe | pass`\n- `updated_at`\n- UNIQUE(`submission_id`, `reviewer_discord_id`)\n\n### `talk_status_1`\nCurrent status.\n- `submission_id` (PK)\n- `status` enum: `pending | reviewing | accepted | waitlist | declined`\n- `updated_at`\n- `updated_by_discord_id`\n\n### `talk_status_history_1` (recommended)\nAppend-only audit trail.\n- `id`\n- `submission_id`\n- `from_status`, `to_status`\n- `changed_by_discord_id`\n- `note` (nullable)\n- `created_at`\n\n---\n\n## State Machine (Lifecycle)\n\n### States\n- `pending` (default)\n- `reviewing`\n- `accepted`\n- `waitlist`\n- `declined`\n\n### Transitions\n- `pending → reviewing` (optional automatic when first vote arrives)\n- `pending/reviewing → accepted | waitlist | declined` (finalize)\n- `accepted/waitlist/declined → reviewing` (admin override only; logs history)\n\n---\n\n## Speaker Notifications (Copy)\n\nWhen finalizing, post into the speaker channel:\n\n- **Accepted:**\n “🎉 Your talk has been **accepted**! Next we’ll coordinate scheduling in this channel.”\n\n- **Waitlist:**\n “🟨 Your talk is on the **waitlist**. We loved it—timing and slots are the only constraint. We’ll update you as soon as we can.”\n\n- **Declined:**\n “Thank you for submitting. This one isn’t the right fit for our upcoming slots, but we’d love to see you submit again. If you’d like feedback, reply here.”\n\n(Exact tone TBD by Rust NYC.)\n\n---\n\n## FAQ\n\n### Q: Why a dedicated `#talk-triage` channel?\nIt separates high-signal review activity from general organizer chat, and gives an always-up-to-date “inbox” view. It also makes permissioning and automation simpler.\n\n### Q: Why role-gating instead of channel privacy alone?\nRole-gating protects against accidental permissions drift, makes it safe to share the triage channel with non-review organizers (e.g., logistics), and enables consistent enforcement on all interactive actions.\n\n### Q: Why finalize in the thread?\nFinal decisions are the highest-risk action. Putting finalize controls in the thread reduces accidental clicks, encourages discussion, and gives a clear audit trail next to the rationale.\n\n### Q: What if threads aren’t possible?\nIf Discord thread creation fails (permissions or configuration), TalkTriage falls back to placing finalize buttons directly on the review card.\n\n### Q: Is the ≥3 threshold mandatory?\nNo—thresholds are configurable. The system uses thresholds to inform recommendations and (optionally) to enable finalize buttons, but humans can still finalize explicitly.\n\n---\n\n## Implementation Notes (Technical Feasibility)\n\nThis design intentionally uses **Discord Interactions** (HTTP callbacks) rather than emoji reaction events that typically require a persistent Gateway connection.\n\n**Net-new capabilities needed in code:**\n- Add a Discord interactions endpoint and signature verification (`DISCORD_PUBLIC_KEY`)\n- Extend `DiscordService.sendMessage()` to support embeds + components (buttons), not just plain text\n- Add DB tables listed above\n- Add handlers for:\n - button clicks (vote, discuss, finalize)\n - `/triage` command\n\n---\n\n## Open Questions (for vNext)\n\n1) Do we want “Request more info” as a standardized workflow (templates, SLA timers)?\n2) Do we want consensus rules beyond simple thresholds (e.g., require no ❌ votes)?\n3) Should finalization require a confirmation modal?\n4) Should we show “review participation” nudges (e.g., ping reviewers if no votes after 48h)?\n\n",[],[221,437,447,449],"76a99710-046e-11f1-b77c-42dde27851f2","COMMUNITY-IDEAS-LAUNCHPAD.md","76a99814-046e-11f1-b77c-42dde27851f2",142,["D",1770500790883],"# Community Ideas Launchpad\n\n> **Feature Name**: Community Ideas Launchpad \n> **Status**: PR-Ready Concept \n> **Author**: Generated by deep-community-ideas task \n> **Created**: February 2026\n\n---\n\n## Executive Summary\n\nThe **Community Ideas Launchpad** transforms Rust NYC from a passive submission-acceptance model into a vibrant, community-driven content engine. It combines a public ideas board with voting, a lightning talk fast-track program, and automated topic suggestions—creating a flywheel that surfaces high-demand content while lowering the barrier for first-time speakers.\n\n---\n\n## Feature Components\n\n### 1. Public Ideas Board (`/ideas`)\nA community-visible board where anyone can propose talk topics they'd like to see covered, even if they can't give the talk themselves.\n\n### 2. Community Voting System\nUpvote/downvote mechanism that surfaces high-demand topics and signals speaker readiness.\n\n### 3. Lightning Talk Fast-Track\n5-minute lightning talk slots with simplified requirements—perfect for topic validation and first-time speakers.\n\n### 4. Topic-of-the-Week Bot\nDiscord bot that promotes trending topics and nudges potential speakers.\n\n---\n\n## User Journeys\n\n### Attendee Journey: \"I wish someone would talk about X\"\n\n1. **Browse** → Visits `/ideas` page, sees trending topics\n2. **Search** → Checks if their topic exists; finds similar ideas\n3. **Propose** → Creates new idea: \"How to debug async Rust\" with optional context\n4. **Engage** → Upvotes other ideas they're interested in\n5. **Follow** → Gets Discord notification when a speaker claims their idea\n6. **Attend** → Shows up to the talk, already invested in the outcome\n\n### Speaker Journey: \"I want to give a talk but need validation\"\n\n1. **Discover** → Browses high-voted ideas on `/ideas`\n2. **Claim** → Clicks \"I'll give this talk\" on a popular idea\n3. **Choose format** →\n - **Lightning (5 min)**: Instant approval, next available slot\n - **Full talk (20-30 min)**: Standard organizer review\n4. **Prepare** → Receives Discord channel with original idea context + voter comments\n5. **Deliver** → Gives talk to audience who already expressed interest\n6. **Feedback** → Post-talk voting informs future speaking opportunities\n\n### Organizer Journey: \"Curate content the community actually wants\"\n\n1. **Monitor** → Dashboard shows trending ideas, claimed topics, upcoming lightning talks\n2. **Moderate** → Flag/merge duplicate ideas; handle abuse reports\n3. **Schedule** → Lightning talks auto-schedule; full talks get standard review\n4. **Analyze** → See conversion funnel: ideas → claims → delivered talks\n5. **Nudge** → Topic-of-week bot auto-promotes stale high-demand ideas\n\n---\n\n## Technical Design\n\n### New Database Schema\n\n```sql\n-- Ideas table\nCREATE TABLE talk_ideas_1 (\n id INTEGER PRIMARY KEY AUTOINCREMENT,\n title TEXT NOT NULL,\n description TEXT,\n proposer_name TEXT,\n proposer_discord_id TEXT,\n status TEXT DEFAULT 'open', -- open, claimed, scheduled, delivered, archived\n claimed_by_speaker TEXT,\n talk_format TEXT, -- lightning, full\n created_at DATETIME DEFAULT CURRENT_TIMESTAMP,\n updated_at DATETIME DEFAULT CURRENT_TIMESTAMP\n);\n\n-- Votes table (prevents duplicate voting)\nCREATE TABLE idea_votes_1 (\n id INTEGER PRIMARY KEY AUTOINCREMENT,\n idea_id INTEGER NOT NULL,\n voter_fingerprint TEXT NOT NULL, -- hashed IP + user-agent\n vote_type INTEGER NOT NULL, -- 1 = upvote, -1 = downvote\n created_at DATETIME DEFAULT CURRENT_TIMESTAMP,\n UNIQUE(idea_id, voter_fingerprint)\n);\n\n-- Lightning talk queue\nCREATE TABLE lightning_queue_1 (\n id INTEGER PRIMARY KEY AUTOINCREMENT,\n idea_id INTEGER, -- NULL if direct submission\n submission_id INTEGER, -- links to talk_submissions\n slot_date DATE,\n slot_order INTEGER,\n status TEXT DEFAULT 'pending', -- pending, confirmed, delivered, cancelled\n created_at DATETIME DEFAULT CURRENT_TIMESTAMP\n);\n```\n\n### New API Endpoints\n\n| Endpoint | Method | Description |\n|----------|--------|-------------|\n| `/api/ideas` | GET | List ideas with vote counts, sorted by trending |\n| `/api/ideas` | POST | Submit new idea |\n| `/api/ideas/:id/vote` | POST | Upvote/downvote an idea |\n| `/api/ideas/:id/claim` | POST | Claim an idea as a speaker |\n| `/api/lightning/queue` | GET | View upcoming lightning talk slots |\n| `/api/lightning/submit` | POST | Submit lightning talk (direct or from idea) |\n\n### Frontend Components\n\n**New files to create:**\n- `frontend/components/IdeasBoard.tsx` — Main ideas list with voting\n- `frontend/components/IdeaCard.tsx` — Individual idea with vote buttons\n- `frontend/components/IdeaSubmitForm.tsx` — New idea form (simpler than talk form)\n- `frontend/components/LightningTrack.tsx` — Lightning talk queue view\n- `frontend/components/ClaimModal.tsx` — Modal for claiming an idea\n\n**Modifications to existing files:**\n- `frontend/components/App.tsx` (lines 14-95): Add tab navigation between \"Submit Talk\" and \"Ideas Board\"\n- `shared/types.ts`: Add `TalkIdea`, `IdeaVote`, `LightningSlot` interfaces\n\n### Discord Bot Commands\n\n```\n/idea suggest [description] — Propose a topic\n/idea list [top|new|claimed] — Browse ideas\n/idea claim <id> [lightning|full] — Claim an idea\n/topic-of-week — Show this week's promoted topic\n```\n\n### Topic-of-the-Week Bot Logic\n\nRuns as a cron job (Sundays at 10am):\n1. Query ideas with `status = 'open'` and `vote_count >= 5`\n2. Exclude ideas promoted in last 30 days\n3. Select highest-voted unclaimed idea\n4. Post to `#announcements` with `@everyone`:\n > 🎯 **Topic of the Week**: *\"Debugging async Rust\"* \n > 12 community members want to learn about this! \n > Ready to share your knowledge? `/idea claim 42 lightning`\n\n---\n\n## Anti-Abuse Considerations\n\n### Voting Manipulation\n- **Rate limiting**: Max 10 votes per IP per hour\n- **Fingerprinting**: Hash of IP + user-agent prevents simple sock-puppeting\n- **Decay algorithm**: Old votes contribute less to ranking\n- **Moderator tools**: Flag suspicious voting patterns\n\n### Spam Ideas\n- **Honeypot field**: Hidden form field catches bots\n- **Minimum description length**: 20 characters\n- **Duplicate detection**: Fuzzy match against existing titles\n- **Report button**: Community can flag inappropriate content\n\n### Speaker Gaming\n- **Claim cooldown**: Can only claim 1 idea per week\n- **Delivery requirement**: Must deliver claimed lightning talk within 30 days or idea reopens\n- **No-show tracking**: 2 no-shows = temporary ban from claiming\n\n### Discord Integration Safety\n- **Organizer approval**: Full talks still require manual approval\n- **Rate limits**: Max 3 Discord notifications per hour per user\n- **Mute option**: Users can opt out of bot mentions\n\n---\n\n## Success Metrics\n\n### Primary KPIs\n\n| Metric | Definition | Target (6 months) |\n|--------|------------|-------------------|\n| **Ideas Submitted** | New ideas per month | 15+ |\n| **Claim Rate** | % of ideas that get claimed | 40% |\n| **Lightning Delivery Rate** | % of claimed lightnings delivered | 80% |\n| **Full Talk Conversion** | Lightning speakers → full talks | 25% |\n\n### Secondary Metrics\n\n- **Vote engagement**: Average votes per idea\n- **Time to claim**: Days from idea creation to claim\n- **Repeat speakers**: % of lightning speakers who return\n- **Topic diversity**: Unique topic categories per quarter\n\n### Health Indicators (anti-abuse)\n\n- Spam rate: < 5% of submissions flagged\n- Vote fraud rate: < 1% of votes from suspicious patterns\n- No-show rate: < 10% of scheduled lightnings\n\n---\n\n## One-Page Mock Press Release Outline\n\n### FOR IMMEDIATE RELEASE\n\n**Rust NYC Launches \"Community Ideas Launchpad\" — Let the Community Choose What They Want to Learn**\n\n*New York, NY — February 2026*\n\n**The Hook**: Rust NYC, New York's premier Rust programming meetup, today announced the Community Ideas Launchpad, a new platform that lets attendees vote on topics they want covered—and gives first-time speakers a low-stakes way to debut.\n\n**The Problem**: Great speakers don't know what audiences want. Interested attendees don't know how to influence content. First-time speakers face a high bar to present.\n\n**The Solution**: A public ideas board where anyone can propose topics. Community voting surfaces demand. Lightning Talk Fast-Track (5-minute talks) lets speakers validate ideas with minimal prep. Topic-of-the-Week bot ensures popular ideas find speakers.\n\n**Key Quote (Organizer)**: \"We're flipping the model. Instead of waiting for speakers to propose what they want to talk about, we're empowering the community to request what they want to learn. The result? Better talks, fuller rooms, and more first-time speakers finding their voice.\"\n\n**Key Quote (Community Member)**: \"I've always wanted to learn about async debugging but never saw a talk on it. Now I can propose it, upvote it, and actually influence the meetup agenda.\"\n\n**How It Works**: \n1. Propose a topic at rustnyc.com/ideas\n2. Community upvotes topics they want\n3. Speakers claim popular ideas\n4. Choose lightning (5 min) or full talk (20-30 min)\n5. Deliver to an audience that already wants to learn\n\n**Call to Action**: Visit rustnyc.com/ideas to propose your first topic or claim one that's been waiting for you.\n\n**Boilerplate**: Rust NYC is New York City's community meetup for Rust programming enthusiasts. We host monthly events featuring talks, workshops, and networking. Join our Discord at discord.gg/rustnyc.\n\n---\n\n## Implementation Phases\n\n### Phase 1: Ideas Board MVP (2 weeks)\n- Ideas table + basic CRUD API\n- Simple voting with fingerprint dedup\n- `/ideas` page with sorted list\n- Basic claim flow → creates Discord channel\n\n### Phase 2: Lightning Fast-Track (2 weeks)\n- Lightning queue table + scheduling\n- Simplified submission for 5-min talks\n- Auto-scheduling to next available meetup\n- Reminder notifications\n\n### Phase 3: Bot Integration (1 week)\n- Discord slash commands for ideas\n- Topic-of-the-week cron job\n- Organizer moderation commands\n\n### Phase 4: Analytics & Polish (1 week)\n- Organizer dashboard\n- Conversion funnel metrics\n- Anti-abuse monitoring\n\n---\n\n## Remaining Work\n\nFor orchestrator follow-up:\n\n1. **Backend task**: Create `backend/routes/ideas.ts` with CRUD + voting endpoints\n2. **Frontend task**: Create `IdeasBoard.tsx` and `IdeaCard.tsx` components\n3. **Schema task**: Add migrations to `backend/index.ts` for new tables\n4. **Types task**: Extend `shared/types.ts` with new interfaces\n5. **Discord task**: Implement slash commands in Discord bot integration\n6. **Cron task**: Create `backend/cron/topic-of-week.ts` for weekly bot posts\n\n---\n\n## References\n\n- Current submission flow: `frontend/components/App.tsx` (lines 1-95)\n- Existing form pattern: `frontend/components/TalkSubmissionForm.tsx`\n- Types to extend: `shared/types.ts`\n- Backend structure: `backend/index.ts`\n",[],[221,437,447,457],"76af99c6-046e-11f1-990f-42dde27851f2","ANONYMIZED-REVIEW-MODE.md","76af9a66-046e-11f1-990f-42dde27851f2",143,["D",1770500790896],"# Feature Concept: Anonymized Review Mode\n\n**Status**: PR-Ready Concept \n**Author**: Feature Design Task \n**Target Files**: `backend/index.ts`, `shared/types.ts`\n\n---\n\n## Executive Summary\n\n**Name**: **Blind Review Mode** (user-facing) / `anonymized_review` (internal)\n\nA name-blind review system that temporarily hides speaker identity from reviewers during initial talk evaluation, revealing identity only after a preliminary decision is recorded. Designed to reduce unconscious bias in talk selection while maintaining practical workflow needs.\n\n---\n\n## How It Works\n\n### 1. Submission Flow (Enhanced)\n\n```\nSpeaker submits → System generates anonymous ID → Two views created:\n ├─ Blind view (reviewers)\n └─ Full view (speaker channel)\n```\n\n**Backend changes** (`backend/index.ts`, lines 45-95):\n\n```typescript\n// New fields in submission INSERT\nanonymous_id: generateAnonymousId(), // e.g., \"TALK-7X3K\"\nreview_phase: 'blind', // 'blind' | 'revealed' | 'decided'\nredacted_context: redactIdentifiers(talkContext),\n```\n\n### 2. Review Workflow\n\n| Phase | Reviewer Sees | Actions Available |\n|-------|--------------|-------------------|\n| **Blind** | Anonymous ID + redacted talk context | Rate (1-5), Vote (Accept/Maybe/Reject), Add notes |\n| **Reveal Trigger** | (after vote submitted) | Identity revealed, can adjust vote once |\n| **Decided** | Full context + speaker name | Final decision locked |\n\n### 3. Discord Channel Architecture\n\n```\n#organizers (notification only)\n └── \"[BLIND] TALK-7X3K submitted - see review portal\"\n\n#review-portal (new private channel)\n └── Blind cards posted, voting via reactions or slash commands\n\n#nodate-123-jane-doe (speaker's channel - unchanged)\n └── Full context, speaker can see their own submission\n```\n\n**Key insight**: Reviewers interact via a centralized `#review-portal` channel with blind cards, NOT individual speaker channels during blind phase.\n\n---\n\n## Bias Risks & Mitigations\n\n### Risk Matrix\n\n| Risk | Severity | Mitigation |\n|------|----------|------------|\n| **Self-identification in talk context** (\"I'm Jane, senior engineer at Google...\") | HIGH | Automated redaction + manual flag system |\n| **Prior speaker recognition** (unique talk style) | MEDIUM | Randomize review order per reviewer |\n| **Company/affiliation mentions** | HIGH | NLP-based entity detection for org names |\n| **Pronoun/demographic leakage** | LOW | Optional: neutralize pronouns (controversial) |\n| **Cross-talk correlation** | LOW | Anonymous IDs are per-submission, not per-speaker |\n\n### Redaction Strategy (`backend/redact.ts` - new file)\n\n```typescript\ninterface RedactionResult {\n redactedText: string;\n redactionCount: number;\n flaggedForManualReview: boolean;\n confidence: number; // 0-1\n}\n\nfunction redactIdentifiers(text: string): RedactionResult {\n // Layer 1: Regex patterns (emails, @handles, URLs)\n // Layer 2: Named entity recognition (names, companies)\n // Layer 3: Heuristic phrases (\"I work at\", \"my name is\", \"at [Company]\")\n // Layer 4: Low-confidence flag for human review\n}\n```\n\n**Fallback**: If confidence < 0.7, submission enters \"manual review queue\" where an admin approves the redacted version before it goes to blind review.\n\n---\n\n## Opt-In/Opt-Out Design\n\n### For Organizers (Event-Level)\n\n```typescript\n// Config in loadEnv() - backend/config.ts\ninterface ReviewConfig {\n blindReviewEnabled: boolean; // Master toggle\n blindReviewMandatory: boolean; // If false, reviewers can opt-out\n revealThreshold: number; // Votes needed before reveal (default: 1)\n autoRevealAfterDays: number; // Safety valve (default: 14)\n}\n```\n\n### For Reviewers (Individual)\n\n- **Default**: Blind mode ON\n- **Opt-out**: Reviewers with `blind_review_optout` role see full context (useful for logistics coordinators who need speaker contact info)\n- **Audit trail**: All opt-outs logged with timestamp and reason\n\n### For Speakers\n\n- **Informed consent**: Submission form includes notice: \"Your identity will be hidden during initial review to reduce bias\"\n- **No speaker opt-out**: Blind review is a community fairness feature, not speaker choice (prevents gaming)\n\n---\n\n## Data Model Changes\n\n**`shared/types.ts` additions:**\n\n```typescript\nexport interface TalkSubmission {\n // ... existing fields ...\n \n // Anonymization fields\n anonymous_id: string; // \"TALK-XXXX\" format\n review_phase: ReviewPhase;\n redacted_context: string;\n redaction_confidence: number;\n manual_review_required: boolean;\n \n // Review tracking\n blind_votes: BlindVote[];\n revealed_at?: string; // ISO timestamp\n revealed_by?: string; // reviewer who triggered reveal\n}\n\nexport type ReviewPhase = 'blind' | 'revealed' | 'decided';\n\nexport interface BlindVote {\n reviewer_id: string;\n vote: 'accept' | 'maybe' | 'reject';\n rating: number; // 1-5\n notes?: string;\n voted_at: string;\n was_blind: boolean; // true if voted before seeing identity\n}\n```\n\n**Database migration** (new table `talk_submissions_4`):\n\n```sql\nALTER TABLE ... ADD COLUMN anonymous_id TEXT UNIQUE;\nALTER TABLE ... ADD COLUMN review_phase TEXT DEFAULT 'blind';\nALTER TABLE ... ADD COLUMN redacted_context TEXT;\nALTER TABLE ... ADD COLUMN redaction_confidence REAL;\nALTER TABLE ... ADD COLUMN revealed_at DATETIME;\n```\n\n---\n\n## Success Metrics\n\n### Primary Metrics\n\n| Metric | Target | Measurement |\n|--------|--------|-------------|\n| **Bias reduction** | ≥15% increase in acceptance rate for first-time speakers | Compare blind vs. historical non-blind cohorts |\n| **Vote consistency** | ≥80% of reviewers maintain vote after reveal | `blind_vote == revealed_vote` |\n| **Redaction accuracy** | ≤5% of submissions require manual review escalation | `manual_review_required` rate |\n\n### Secondary Metrics\n\n- **Reviewer satisfaction**: Post-event survey (\"Did blind review feel fair?\")\n- **Time-to-decision**: Should not increase by >20% vs. non-blind\n- **Speaker diversity**: Track new speaker acceptance rates (with consent)\n\n### Anti-Metrics (Things We DON'T Optimize)\n\n- Speed at all costs (quality > velocity)\n- 100% automation (human judgment is valuable)\n\n---\n\n## Mock Press Release Outline\n\n### Headline\n**\"Rust NYC Launches Blind Review for Talk Submissions, Pioneering Bias-Free Tech Event Curation\"**\n\n### Subhead\n*First meetup in NYC tech scene to implement academic-style blind review for community talks*\n\n### Opening Paragraph\nRust NYC today announced Blind Review Mode for its talk submission system, automatically anonymizing speaker identities during the initial review phase. The feature aims to ensure talks are evaluated purely on technical merit and relevance, reducing unconscious bias based on speaker reputation, employer, or background.\n\n### Quote (Organizer)\n> \"We've always believed the best talks come from anywhere in our community—whether you're a first-time speaker or a Rust core team member. Blind review makes that belief systemic, not aspirational.\"\n> — [Organizer Name], Rust NYC\n\n### How It Works (Brief)\nWhen speakers submit talks, the system generates an anonymous identifier (e.g., \"TALK-7X3K\") and intelligently redacts identifying information from the proposal. Reviewers evaluate proposals without seeing names, companies, or social handles. Only after recording their initial assessment does the speaker's identity become visible, allowing reviewers to factor in logistics (availability, prior speaking experience) for final decisions.\n\n### Quote (Community)\n> \"As someone who's been rejected from conferences where I later saw less technical talks accepted from 'known names,' this feels like a genuine step toward meritocracy.\"\n> — Community Member\n\n### FAQ Section\n\n**Q: What if someone mentions their company in the talk description?**\nA: Our system uses pattern matching and entity detection to redact company names, handles, and identifying phrases. Low-confidence redactions are flagged for human review.\n\n**Q: Can reviewers cheat by looking up anonymous IDs?**\nA: Anonymous IDs are random and not published anywhere. The only correlation exists in our database, inaccessible to reviewers.\n\n**Q: Does this slow down the review process?**\nA: Initial testing shows <10% increase in review time, offset by higher reviewer confidence in decisions.\n\n**Q: What about returning speakers we want to invite back?**\nA: Organizers with the \"program committee\" role can access the unblinded view for outreach purposes, with full audit logging.\n\n### Availability\nBlind Review Mode will be available for all Rust NYC talk submissions starting [DATE]. The feature is open-source and available for other meetups to adopt.\n\n---\n\n## Implementation Estimate\n\n| Component | Effort | Dependencies |\n|-----------|--------|--------------|\n| Database schema migration | 2 hours | None |\n| Redaction engine (regex + heuristics) | 4 hours | None |\n| Redaction engine (NLP entity detection) | 8 hours | External API or library |\n| Discord review portal integration | 6 hours | Discord bot permissions |\n| Frontend reviewer dashboard | 8 hours | New React components |\n| Admin manual review queue | 4 hours | Frontend + API |\n| Metrics dashboard | 4 hours | Analytics integration |\n| **Total** | **~36 hours** | |\n\n---\n\n## Remaining Work\n\nFor orchestrator follow-up:\n\n1. **Decision needed**: NLP provider for entity detection (OpenAI, local model, or regex-only MVP?)\n2. **Design review**: Mock up the Discord `#review-portal` card format\n3. **Legal/privacy**: Confirm redacted data handling complies with any applicable policies\n4. **User research**: Survey 3-5 reviewers on workflow preferences before building\n5. **Schema finalization**: Confirm `talk_submissions_4` migration strategy with existing data\n\n---\n\n## Appendix: Anonymous ID Generation\n\n```typescript\n// backend/anonymous-id.ts\nimport { customAlphabet } from 'nanoid';\n\nconst alphabet = '0123456789ABCDEFGHJKLMNPQRSTUVWXYZ'; // No I, O (ambiguous)\nconst nanoid = customAlphabet(alphabet, 4);\n\nexport function generateAnonymousId(): string {\n return `TALK-${nanoid()}`; // e.g., \"TALK-7X3K\"\n}\n```\n\nCollision probability: With 4 characters from 32-char alphabet, ~1M unique IDs. For a meetup with <1000 submissions/year, collision risk is negligible. Add timestamp prefix for extra safety if needed: `TALK-2026-7X3K`.\n",[],[221,437,447,465],"768bb15a-046e-11f1-990f-42dde27851f2",136,["D",1770500790681],[310,311,312,313],[221,437,447],"767ecf76-046e-11f1-bb90-42dde27851f2",135,["D",1770500790606],[309,314],[221,437],"76a170c6-046e-11f1-990f-42dde27851f2","seasons-and-templates.md","76a1718e-046e-11f1-990f-42dde27851f2","7675531a-046e-11f1-84ea-42dde27851f2",140,["D",1770500790817],"# 🗓️ Feature Concept: Seasons & Templates\n\n**Status**: PR-Ready Concept \n**Feature Name**: **Seasons & Templates** (internal codename: `seasons-v1`)\n\n---\n\n## Executive Summary\n\n**Seasons & Templates** transforms the talk submission system from a simple form into a **repeatable event management platform**. Even for a single meetup like Rust NYC, this feature future-proofs the system by organizing submissions into time-bound \"seasons\" with configurable deadlines, reusable templates, and automatic archival.\n\n---\n\n## Why This Matters (Even for One Meetup)\n\n| Pain Point Today | How Seasons Solves It |\n|------------------|----------------------|\n| Channel names use `nodate-` prefix (see `backend/index.ts:79`) | Channels include event date: `2026-mar-15-rust-nyc-talk` |\n| No deadline enforcement | Clear CFP open/close dates displayed to submitters |\n| Old submissions clutter the Discord category | Auto-archive past season channels to archive category |\n| No way to compare submission volumes across events | Built-in per-season analytics |\n| Setup is manual each time | Templates capture your proven format for 1-click season creation |\n\n---\n\n## User Journey: Setting Up a New Season\n\n### 1. Organizer Creates a Template (One-Time)\n\n```\n/admin → Templates → Create Template\n\nTemplate Name: \"Monthly Rust NYC Meetup\"\nDefault Duration: 4 weeks CFP window\nChannel Naming: {date}-{submission_id}-{speaker}\nWelcome Message: [Custom markdown with {{speaker}}, {{deadline}} variables]\nOrganizer Roles: @rust-nyc-organizers\nArchive Category: \"Past Events\"\n```\n\n### 2. Organizer Creates a Season from Template\n\n```\n/admin → Seasons → New Season\n\nSelect Template: \"Monthly Rust NYC Meetup\"\nEvent Name: \"Rust NYC March 2026\"\nEvent Date: March 15, 2026\nCFP Opens: February 1, 2026\nCFP Closes: March 1, 2026 11:59pm EST\n[Create Season]\n```\n\n### 3. Submitters See Active Season\n\nThe submission form now shows:\n- **Event**: Rust NYC March 2026\n- **Deadline**: 12 days remaining (closes March 1)\n- **Status badge**: 🟢 Accepting Submissions\n\n### 4. After Deadline: Automatic Transition\n\n```\nMarch 2, 2026 12:00am:\n ├── Form shows: \"CFP closed for March event. Next event: April 2026\"\n ├── Existing channels remain active for speaker coordination\n └── Discord channels moved to archive category after event date\n```\n\n---\n\n## Key Capabilities\n\n### 1. Season Management\n\n| Capability | Description |\n|------------|-------------|\n| **Multi-season support** | Run overlapping CFPs (March event open while finalizing February) |\n| **State machine** | `draft` → `open` → `closed` → `event_complete` → `archived` |\n| **Deadline enforcement** | Form blocks submissions after `cfp_closes_at` |\n| **Timezone-aware** | Store all dates in UTC, display in organizer's configured TZ |\n\n### 2. Templates\n\n| Capability | Description |\n|------------|-------------|\n| **Reusable configurations** | Save CFP duration, messages, Discord settings |\n| **Variable substitution** | `{{speaker}}`, `{{deadline}}`, `{{event_name}}`, `{{event_date}}` |\n| **Template versioning** | Copy template before editing to preserve history |\n| **Quick clone** | \"Create next month's event from this season\" |\n\n### 3. Discord Integration Enhancements\n\n| Capability | Description |\n|------------|-------------|\n| **Per-season categories** | Each season gets its own Discord category |\n| **Date-prefixed channels** | `2026-mar-15-rust-nyc-talk` instead of `nodate-1-speaker` |\n| **Auto-archive** | Move channels to archive category after `event_date + 7 days` |\n| **Deadline reminders** | Optional bot message: \"CFP closes in 48 hours!\" |\n\n### 4. Analytics Dashboard\n\n| Metric | Query |\n|--------|-------|\n| Submissions per season | `SELECT season_id, COUNT(*) FROM submissions GROUP BY season_id` |\n| Submission velocity | Daily submission rate during CFP window |\n| Conversion funnel | Submissions → Scheduled → Presented |\n| Template performance | Which templates generate more submissions? |\n\n---\n\n## Data Model Changes\n\n### New Tables\n\n```sql\n-- Templates table\nCREATE TABLE season_templates (\n id INTEGER PRIMARY KEY AUTOINCREMENT,\n name TEXT NOT NULL,\n default_cfp_duration_days INTEGER DEFAULT 28,\n channel_name_pattern TEXT DEFAULT '{date}-{id}-{speaker}',\n welcome_message_template TEXT,\n discord_category_pattern TEXT,\n archive_category_id TEXT,\n organizer_role_ids TEXT, -- JSON array\n created_at DATETIME DEFAULT CURRENT_TIMESTAMP,\n updated_at DATETIME DEFAULT CURRENT_TIMESTAMP\n);\n\n-- Seasons table \nCREATE TABLE seasons (\n id INTEGER PRIMARY KEY AUTOINCREMENT,\n template_id INTEGER REFERENCES season_templates(id),\n name TEXT NOT NULL,\n slug TEXT NOT NULL UNIQUE,\n event_date DATE NOT NULL,\n cfp_opens_at DATETIME NOT NULL,\n cfp_closes_at DATETIME NOT NULL,\n timezone TEXT DEFAULT 'America/New_York',\n status TEXT DEFAULT 'draft' CHECK(status IN ('draft','open','closed','event_complete','archived')),\n discord_category_id TEXT,\n discord_archive_category_id TEXT,\n metadata TEXT, -- JSON for extensibility\n created_at DATETIME DEFAULT CURRENT_TIMESTAMP\n);\n\n-- Modify existing submissions table\nALTER TABLE talk_submissions_3 ADD COLUMN season_id INTEGER REFERENCES seasons(id);\n```\n\n### Channel Naming Update\n\n**Current** (`backend/index.ts:79`):\n```typescript\nconst channelName = `nodate-${submissionId}-${sanitizeChannelName(speakerName)}`;\n```\n\n**Proposed**:\n```typescript\nconst season = await getActiveSeason();\nconst eventDate = format(season.event_date, 'yyyy-MMM-dd').toLowerCase();\nconst channelName = `${eventDate}-${submissionId}-${sanitizeChannelName(speakerName)}`;\n// Result: \"2026-mar-15-42-alice-smith\"\n```\n\n---\n\n## API Endpoints\n\n### Templates\n- `GET /api/admin/templates` - List all templates\n- `POST /api/admin/templates` - Create template\n- `PUT /api/admin/templates/:id` - Update template\n- `DELETE /api/admin/templates/:id` - Delete template\n\n### Seasons\n- `GET /api/seasons` - List seasons (public: shows active/upcoming)\n- `GET /api/seasons/active` - Get currently accepting season\n- `POST /api/admin/seasons` - Create season from template\n- `PUT /api/admin/seasons/:id` - Update season\n- `POST /api/admin/seasons/:id/transition` - Change status\n\n### Submissions (Modified)\n- `POST /api/submissions` - Now requires active season, auto-assigns `season_id`\n- `GET /api/submissions?season_id=X` - Filter by season\n\n---\n\n## Frontend Changes\n\n### Submission Form Updates\n\n```tsx\n// frontend/components/TalkSubmissionForm.tsx\n\n// Add season context display\n<div className=\"season-banner\">\n <h2>{activeSeason.name}</h2>\n <p>Event Date: {formatDate(activeSeason.event_date)}</p>\n <p>Submissions close: {formatDeadline(activeSeason.cfp_closes_at)}</p>\n <CountdownTimer deadline={activeSeason.cfp_closes_at} />\n</div>\n\n// Form disabled state when CFP closed\n{!activeSeason && (\n <div className=\"cfp-closed\">\n <p>No events are currently accepting talk submissions.</p>\n <p>Next event: {nextSeason?.name || 'TBA'}</p>\n </div>\n)}\n```\n\n### New Admin Dashboard\n\n```\n/admin\n├── /admin/seasons # Season list with status badges\n├── /admin/seasons/:id # Season detail + submission list\n├── /admin/seasons/new # Create from template\n├── /admin/templates # Template management\n└── /admin/analytics # Cross-season metrics\n```\n\n---\n\n## Success Metrics\n\n| Metric | Target | Measurement |\n|--------|--------|-------------|\n| **Submission increase** | +20% vs pre-deadline baseline | Compare submission velocity in final 48h of CFP |\n| **Organizer time saved** | 30 min/event | Survey: time to set up new event |\n| **Template reuse rate** | >80% of seasons use templates | `seasons with template_id / total seasons` |\n| **Archive completion** | 100% auto-archived within 14 days | Cron job success rate |\n| **Deadline compliance** | 0 post-deadline submissions | Form rejection count |\n\n---\n\n## Mock Press Release Outline\n\n### Headline\n**Rust NYC Launches Seasons & Templates: Making Community Events Repeatable**\n\n### Subheadline\n*New feature brings deadline-driven CFPs and one-click event setup to the talk submission platform*\n\n### Opening Paragraph\nToday, Rust NYC announces Seasons & Templates, a new capability in their talk submission system that transforms ad-hoc event planning into a streamlined, repeatable process. Organizers can now create reusable templates, set clear CFP deadlines, and let automation handle channel archival.\n\n### Problem Statement\nRunning recurring meetups means repeating the same setup steps every month. Organizers manually create Discord categories, update welcome messages, and remind themselves when to close submissions. Submitters often miss deadlines because there's no visible countdown.\n\n### Solution\nSeasons & Templates introduces:\n- **Templates**: Save your event format once, reuse forever\n- **Deadline enforcement**: CFP windows with visible countdowns\n- **Auto-archive**: Past events automatically organized\n- **Analytics**: Track submission trends across events\n\n### Customer Quote\n*\"Before Seasons, every monthly meetup felt like starting from scratch. Now I click 'Create Season', pick next month's date, and the system handles the rest.\"* — Rust NYC Organizer\n\n### Call to Action\nStart using Seasons today at your next meetup. Visit [docs link] to set up your first template.\n\n---\n\n## Implementation Phases\n\n### Phase 1: Core Infrastructure (Week 1-2)\n- [ ] Create `seasons` and `season_templates` tables\n- [ ] Add `season_id` to submissions table\n- [ ] Implement `getActiveSeason()` helper\n- [ ] Update channel naming with event date\n\n### Phase 2: Admin API (Week 2-3)\n- [ ] Template CRUD endpoints\n- [ ] Season CRUD + status transitions\n- [ ] Season-filtered submission queries\n\n### Phase 3: Frontend Integration (Week 3-4)\n- [ ] Season banner on submission form\n- [ ] Deadline countdown component\n- [ ] \"CFP Closed\" state handling\n- [ ] Basic admin dashboard\n\n### Phase 4: Automation (Week 4-5)\n- [ ] Cron job for status transitions (open→closed at deadline)\n- [ ] Auto-archive cron (move channels after event)\n- [ ] Optional deadline reminder messages\n\n### Phase 5: Analytics & Polish (Week 5-6)\n- [ ] Cross-season analytics dashboard\n- [ ] Template variable substitution engine\n- [ ] Documentation and testing\n\n---\n\n## Remaining Work\n\nIf this concept is approved, the orchestrator should:\n\n1. **Create database migration file** at `backend/database/migrations/001_seasons.ts`\n2. **Implement Season service** at `backend/services/season.ts` with:\n - `getActiveSeason()`, `createSeasonFromTemplate()`, `transitionSeasonStatus()`\n3. **Add admin authentication** (required for admin endpoints)\n4. **Design countdown timer component** for deadline display\n5. **Set up cron trigger** for deadline enforcement and archival\n6. **Update Discord channel creation** in `backend/index.ts:79-85` to use season dates\n\n---\n\n## References\n\n- Current channel naming: `backend/index.ts:79`\n- Current submission flow: `backend/index.ts:55-114`\n- Discord integration: `backend/discord.ts`\n- Database table: `talk_submissions_3` in `backend/index.ts:25-34`\n",[],[221,491,483],"feature-concepts","7675523e-046e-11f1-84ea-42dde27851f2",134,["D",1770500790546],[307],[221,491],["D",1770500790344],[306,308,315],[221],"f51bf308-05eb-11f1-8edf-42dde27851f2","retention.cron.ts","0411600e-05d4-11f1-b16c-42dde27851f2",174,["D",1770664641237],"interval","/**\n * Retention Cron Job\n *\n * Cleans up old records from non-critical tables to prevent unbounded growth.\n * Uses batched deletes and graceful lock failure handling.\n *\n * Environment Variables:\n * - AUTOTHREAD_LOG_RETENTION_DAYS: Days to retain autothread logs (default: 30, 0 = disabled)\n * - RATE_LIMIT_RETENTION_DAYS: Days to retain rate limit data (default: 30, 0 = disabled)\n */\n\nimport { sqlite } from \"https://esm.town/v/stevekrouse/sqlite\";\nimport { loadEnv } from \"./config.ts\";\nimport { logError } from \"./errors.ts\";\n\n/** Tables eligible for retention cleanup */\nconst ALLOWED_TABLES = [\n \"autothread_processed_1\",\n \"autothread_processed_1_sandbox\",\n \"rate_limit_store\",\n] as const;\n\ntype AllowedTable = typeof ALLOWED_TABLES[number];\n\ninterface RetentionTask {\n table: AllowedTable;\n cutoffDate: Date;\n timestampColumn: string;\n /** True if column stores epoch milliseconds, false for DATETIME string */\n isEpochMs: boolean;\n}\n\n/**\n * Execute a single batched delete\n * @returns Number of rows deleted, or null if lock failed\n */\nasync function batchDelete(\n table: string,\n column: string,\n cutoffValue: string | number,\n batchSize: number,\n): Promise<number | null> {\n try {\n const result = await sqlite.execute(\n `DELETE FROM ${table} WHERE rowid IN (\n SELECT rowid FROM ${table} WHERE ${column} < ? LIMIT ?\n )`,\n [cutoffValue, batchSize],\n );\n\n return result.rowsAffected;\n } catch (error) {\n // Check if it's a lock error\n if (error instanceof Error) {\n const message = error.message.toLowerCase();\n if (\n message.includes(\"sqlite_busy\") ||\n message.includes(\"database is locked\")\n ) {\n return null; // Signal lock failure\n }\n }\n\n // Re-throw non-lock errors\n throw error;\n }\n}\n\n/**\n * Clean up a single table with batched deletes\n */\nasync function cleanupTable(task: RetentionTask): Promise<number> {\n const cutoffValue = task.isEpochMs\n ? task.cutoffDate.getTime() // epoch milliseconds\n : task.cutoffDate.toISOString().replace(\"T\", \" \").replace(/\\.\\d{3}Z$/, \"\"); // DATETIME string\n\n console.log(\n `🧹 [Retention] Cleaning ${task.table} (${task.timestampColumn} < ${task.isEpochMs ? new Date(cutoffValue as number).toISOString() : cutoffValue})`,\n );\n\n const BATCH_SIZE = 100;\n let totalDeleted = 0;\n\n while (true) {\n const deleted = await batchDelete(\n task.table,\n task.timestampColumn,\n cutoffValue,\n BATCH_SIZE,\n );\n\n if (deleted === null) {\n console.warn(\n `⚠️ [Retention] Lock failure on ${task.table}, skipping remaining batches`,\n );\n break;\n }\n\n totalDeleted += deleted;\n\n if (deleted < BATCH_SIZE) {\n // No more rows to delete\n break;\n }\n }\n\n return totalDeleted;\n}\n\nexport default async function () {\n console.log(`🚀 [Retention] Cron job started`);\n\n try {\n // Note: Val Town sqlite API rejects PRAGMA statements (e.g. busy_timeout).\n // We handle lock errors by skipping the affected table for this run.\n\n // Load config (catch and log errors instead of throwing)\n let config;\n try {\n config = loadEnv();\n } catch (error) {\n console.error(`💥 [Retention] Failed to load config, skipping run:`, error);\n return;\n }\n\n const { autothreadLogRetentionDays, rateLimitRetentionDays } =\n config.retention;\n\n console.log(\n `⚙️ [Retention] Config: autothread=${autothreadLogRetentionDays}d, rateLimit=${rateLimitRetentionDays}d`,\n );\n\n const now = Date.now();\n const tasks: RetentionTask[] = [];\n\n // Build cleanup tasks based on retention config\n if (autothreadLogRetentionDays > 0) {\n const cutoffDate = new Date(\n now - autothreadLogRetentionDays * 24 * 60 * 60 * 1000,\n );\n tasks.push({\n table: \"autothread_processed_1\",\n cutoffDate,\n timestampColumn: \"processed_at\",\n isEpochMs: false,\n });\n tasks.push({\n table: \"autothread_processed_1_sandbox\",\n cutoffDate,\n timestampColumn: \"processed_at\",\n isEpochMs: false,\n });\n }\n\n if (rateLimitRetentionDays > 0) {\n const cutoffDate = new Date(\n now - rateLimitRetentionDays * 24 * 60 * 60 * 1000,\n );\n tasks.push({\n table: \"rate_limit_store\",\n cutoffDate,\n timestampColumn: \"updated_at\",\n isEpochMs: true,\n });\n }\n\n if (tasks.length === 0) {\n console.log(`⚪ [Retention] All retention policies disabled, nothing to clean`);\n return;\n }\n\n // Execute cleanup tasks\n const results: Record<string, number> = {};\n for (const task of tasks) {\n try {\n const deleted = await cleanupTable(task);\n results[task.table] = deleted;\n console.log(\n `✅ [Retention] ${task.table}: deleted ${deleted} rows`,\n );\n } catch (error) {\n console.error(\n `💥 [Retention] Failed to clean ${task.table}:`,\n error,\n );\n results[task.table] = 0;\n }\n }\n\n const totalDeleted = Object.values(results).reduce((a, b) => a + b, 0);\n console.log(\n `✅ [Retention] Cron complete. Total deleted: ${totalDeleted} rows`,\n );\n } catch (error) {\n logError(\"Retention:Cron\", error);\n // Re-throw so Val Town marks the cron run as failed\n throw error;\n }\n}\n",[],[227,501],"f515bc04-05eb-11f1-9b7d-42dde27851f2","rate-limit.ts","039a3c5e-05d4-11f1-979c-42dde27851f2",173,["D",1770664641234],"import { sqlite } from \"https://esm.town/v/stevekrouse/sqlite\";\nimport type { Context, Next } from \"https://esm.sh/hono@3.11.7\";\n\nconst TABLE_NAME = \"rate_limit_store\";\n\n/** Rate limiter configuration */\nexport interface RateLimiterConfig {\n /** Maximum requests allowed in the window */\n maxRequests: number;\n /** Time window in seconds */\n windowSeconds: number;\n /** Maximum retry attempts for transaction conflicts */\n maxRetries?: number;\n /** Initial backoff delay in ms (doubles each retry) */\n initialBackoffMs?: number;\n}\n\n/** Rate limiter result */\nexport interface RateLimitResult {\n /** Whether the request is allowed */\n allowed: boolean;\n /** Seconds until the next request is allowed (if not allowed) */\n retryAfterSeconds?: number;\n}\n\n/**\n * SQLite-backed rate limiter with sliding window\n * - Stores request timestamps as JSON array\n * - Retries on SQLITE_BUSY/lock errors with backoff (best-effort)\n * - Fails open on persistent errors\n */\nexport class RateLimiter {\n private readonly config: Required<RateLimiterConfig>;\n private readonly windowMs: number;\n private initialized = false;\n\n constructor(config: RateLimiterConfig) {\n this.config = {\n maxRetries: 3,\n initialBackoffMs: 50,\n ...config,\n };\n // Convert windowSeconds to milliseconds internally\n this.windowMs = config.windowSeconds * 1000;\n }\n\n /** Initialize the rate limit storage table */\n async init(): Promise<void> {\n if (this.initialized) return;\n\n try {\n // Note: Val Town's sqlite API rejects PRAGMA statements (e.g. busy_timeout).\n // We rely on retry/backoff on SQLITE_BUSY instead.\n await sqlite.execute(`CREATE TABLE IF NOT EXISTS ${TABLE_NAME} (\n key TEXT PRIMARY KEY,\n request_times TEXT NOT NULL,\n updated_at INTEGER NOT NULL\n )`);\n console.log(`✅ [RateLimit] Initialized table: ${TABLE_NAME}`);\n this.initialized = true;\n } catch (error) {\n console.error(`💥 [RateLimit] Failed to initialize table:`, error);\n throw error;\n }\n }\n\n /**\n * Check and record a request for rate limiting\n * @param key - Rate limit key (e.g., IP address)\n * @returns Rate limit result with allowed status and retry info\n */\n async check(key: string): Promise<RateLimitResult> {\n await this.init();\n\n const now = Date.now();\n const windowStart = now - this.windowMs;\n\n let attempt = 0;\n while (attempt <= this.config.maxRetries) {\n try {\n return await this.checkWithTransaction(key, now, windowStart);\n } catch (error) {\n const isBusy = this.isSqliteBusyError(error);\n\n if (isBusy && attempt < this.config.maxRetries) {\n const backoffMs = this.config.initialBackoffMs * Math.pow(2, attempt);\n console.warn(\n `⚠️ [RateLimit] SQLITE_BUSY for key=${key}, retry ${attempt + 1}/${this.config.maxRetries} after ${backoffMs}ms`,\n );\n await this.sleep(backoffMs);\n attempt++;\n continue;\n }\n\n // Fail open: allow request on persistent errors\n console.error(\n `💥 [RateLimit] Failed after ${attempt + 1} attempts for key=${key}, failing open:`,\n error,\n );\n return { allowed: true };\n }\n }\n\n // Should never reach here, but fail open just in case\n console.error(`💥 [RateLimit] Exhausted retries for key=${key}, failing open`);\n return { allowed: true };\n }\n\n /**\n * Execute rate limit check (best-effort; not transactional in Val Town sqlite API)\n */\n private async checkWithTransaction(\n key: string,\n now: number,\n windowStart: number,\n ): Promise<RateLimitResult> {\n try {\n // Fetch current state (Val Town sqlite API does not support explicit BEGIN/COMMIT)\n const result = await sqlite.execute(\n `SELECT request_times FROM ${TABLE_NAME} WHERE key = ?`,\n [key],\n );\n\n let requestTimes: number[] = [];\n\n if (result.rows.length > 0) {\n const row = result.rows[0] as unknown as { request_times: string };\n const storedTimes = row.request_times;\n try {\n const parsed = JSON.parse(storedTimes);\n if (Array.isArray(parsed)) {\n requestTimes = parsed;\n } else {\n console.warn(\n `⚠️ [RateLimit] Invalid stored times for key=${key}, resetting`,\n );\n }\n } catch (jsonError) {\n console.warn(\n `⚠️ [RateLimit] Corrupt JSON for key=${key}, resetting:`,\n jsonError,\n );\n // Fail open: reset to empty array\n requestTimes = [];\n }\n }\n\n // Filter to sliding window\n const recentRequests = requestTimes.filter((t) => t >= windowStart);\n\n // Check rate limit\n if (recentRequests.length >= this.config.maxRequests) {\n // Calculate retry-after\n const oldestInWindow = Math.min(...recentRequests);\n const retryAfterMs = oldestInWindow + this.windowMs - now;\n const retryAfterSeconds = Math.ceil(retryAfterMs / 1000);\n\n // Update updated_at even on denial\n if (result.rows.length > 0) {\n await sqlite.execute(\n `UPDATE ${TABLE_NAME} SET updated_at = ? WHERE key = ?`,\n [now, key],\n );\n }\n\n return {\n allowed: false,\n retryAfterSeconds: Math.max(1, retryAfterSeconds),\n };\n }\n\n // Allow request: add current timestamp\n const updatedTimes = [...recentRequests, now];\n const updatedJson = JSON.stringify(updatedTimes);\n\n if (result.rows.length > 0) {\n await sqlite.execute(\n `UPDATE ${TABLE_NAME} SET request_times = ?, updated_at = ? WHERE key = ?`,\n [updatedJson, now, key],\n );\n } else {\n await sqlite.execute(\n `INSERT INTO ${TABLE_NAME} (key, request_times, updated_at) VALUES (?, ?, ?)`,\n [key, updatedJson, now],\n );\n }\n\n return { allowed: true };\n } catch (error) {\n throw error;\n }\n }\n\n /**\n * Detect SQLITE_BUSY error via message matching\n */\n private isSqliteBusyError(error: unknown): boolean {\n if (error instanceof Error) {\n const message = error.message.toLowerCase();\n return message.includes(\"sqlite_busy\") || message.includes(\"database is locked\");\n }\n return false;\n }\n\n /**\n * Sleep for specified milliseconds\n */\n private sleep(ms: number): Promise<void> {\n return new Promise((resolve) => setTimeout(resolve, ms));\n }\n}\n\n/**\n * Extract rate limit key from request headers\n * - Uses CF-Connecting-IP header (Cloudflare)\n * - Falls back to \"unknown\"\n */\nfunction extractRateLimitKey(c: Context): string {\n const cfIp = c.req.header(\"cf-connecting-ip\");\n return cfIp || \"unknown\";\n}\n\n/**\n * Create Hono middleware for rate limiting\n * @param limiter - Configured RateLimiter instance\n * @returns Hono middleware function\n */\nexport function rateLimitMiddleware(limiter: RateLimiter) {\n return async (c: Context, next: Next) => {\n const key = extractRateLimitKey(c);\n const result = await limiter.check(key);\n\n if (!result.allowed) {\n return c.json(\n { error: \"Rate limit exceeded\" },\n 429,\n {\n \"Retry-After\": String(result.retryAfterSeconds),\n },\n );\n }\n\n await next();\n };\n}\n",[],[227,510],"ee6c70c4-05bd-11f1-bee3-42dde27851f2","messages.ts","769280e0-fd2d-11f0-a535-42dde27851f2",154,["D",1770644873126],"const DISCORD_CHANNEL_NAME_MAX = 100;\nconst DISCORD_MESSAGE_MAX = 2000;\n\n// Keep some margin for formatting and future tweaks.\nconst DISCORD_MESSAGE_CHUNK_TARGET = 1900;\n\nfunction normalizeNewlines(text: string): string {\n return text.replace(/\\r\\n/g, \"\\n\");\n}\n\nfunction truncateText(text: string, maxChars: number): string {\n const normalized = normalizeNewlines(text);\n if (normalized.length <= maxChars) return normalized;\n if (maxChars <= 1) return \"…\";\n return normalized.slice(0, Math.max(0, maxChars - 1)).trimEnd() + \"…\";\n}\n\nfunction splitTextIntoChunks(text: string, maxChunkChars: number): string[] {\n const normalized = normalizeNewlines(text);\n if (normalized.length === 0) return [];\n\n const chunks: string[] = [];\n let remaining = normalized;\n\n while (remaining.length > maxChunkChars) {\n // Prefer splitting on a newline, then on whitespace, otherwise hard-split.\n const window = remaining.slice(0, maxChunkChars + 1);\n\n let splitAt = window.lastIndexOf(\"\\n\");\n if (splitAt < Math.floor(maxChunkChars * 0.6)) {\n splitAt = window.lastIndexOf(\" \");\n }\n if (splitAt < Math.floor(maxChunkChars * 0.6)) {\n splitAt = maxChunkChars;\n }\n\n const chunk = remaining.slice(0, splitAt).trimEnd();\n chunks.push(chunk);\n remaining = remaining.slice(splitAt).trimStart();\n\n // Safety: avoid infinite loops if trimStart() removed nothing.\n if (remaining.length > 0 && chunk.length === 0) {\n chunks.push(remaining.slice(0, maxChunkChars));\n remaining = remaining.slice(maxChunkChars).trimStart();\n }\n }\n\n if (remaining.length > 0) chunks.push(remaining);\n\n return chunks;\n}\n\nexport function submissionInfo(\n isOnBehalf: boolean,\n submitterName?: string,\n): string {\n if (isOnBehalf && submitterName) {\n return `Submitted by **${submitterName}** on behalf of the speaker`;\n }\n if (isOnBehalf) {\n return \"Submitted by someone else on behalf of the speaker\";\n }\n return \"Submitted by the speaker themselves\";\n}\n\n/**\n * Split talk context into one-or-more Discord-safe messages.\n *\n * This prevents failures when users submit a large context block,\n * while keeping the full text available in the channel.\n */\nexport function talkContextMessages(talkContext: string): string[] {\n const header = \"**Talk Context:**\\n\";\n\n const maxFirstChunk = Math.max(\n 1,\n DISCORD_MESSAGE_CHUNK_TARGET - header.length,\n );\n\n const chunks: string[] = [];\n const firstChunks = splitTextIntoChunks(talkContext, maxFirstChunk);\n\n if (firstChunks.length === 0) {\n return [header + \"(empty)\"];\n }\n\n chunks.push(header + firstChunks[0]!);\n\n // Remaining chunks can use the full target.\n const remainingText = firstChunks.slice(1).join(\"\\n\").trim();\n if (remainingText.length > 0) {\n const restChunks = splitTextIntoChunks(\n remainingText,\n DISCORD_MESSAGE_CHUNK_TARGET,\n );\n chunks.push(...restChunks);\n }\n\n // Absolute safety: Discord hard limit is 2000 chars.\n return chunks.map((c) => truncateText(c, DISCORD_MESSAGE_MAX));\n}\n\nexport function welcomeMessage(params: {\n speakerName: string;\n isOnBehalf: boolean;\n submitterName?: string;\n}): string {\n const { speakerName, isOnBehalf, submitterName } = params;\n\n return `🎤 **Welcome to your talk discussion channel!**\n\n**Speaker:** ${speakerName}\n**Submission:** ${submissionInfo(isOnBehalf, submitterName)}\n\nThis channel has been created for you to discuss your talk proposal with the organizers. Feel free to share additional details, ask questions, or coordinate next steps here.\n\nYour original talk context is posted below for reference.\n\nThe organizers have been notified and will be in touch soon!`;\n}\n\nexport function organizersNotification(params: {\n speakerName: string;\n talkContext: string;\n isOnBehalf: boolean;\n submitterName?: string;\n channelId: string;\n}): string {\n const { speakerName, talkContext, isOnBehalf, submitterName, channelId } =\n params;\n\n const contextExcerpt = truncateText(talkContext, 800);\n\n return `🎤 **New Talk Submission**\n**Speaker:** ${speakerName}\n**Talk Context (excerpt):** ${contextExcerpt}\n**Submission Info:** ${submissionInfo(isOnBehalf, submitterName)}\n**Discussion Channel:** ${\n channelId.includes(\"placeholder\")\n ? \"Channel creation failed\"\n : `<#${channelId}>`\n }`;\n}\n\nexport function testNotification(params: {\n channelName: string;\n firstMessage: string;\n channelId: string;\n inviteLink: string;\n}): string {\n const { channelName, firstMessage, channelId, inviteLink } = params;\n\n return `🧪 **Test Channel Created**\n**Channel Name:** ${channelName}\n**First Message (excerpt):** ${truncateText(firstMessage, 400)}\n**Channel Link:** ${\n channelId.includes(\"placeholder\")\n ? \"Channel creation failed\"\n : `<#${channelId}>`\n }\n**Invitation Link:** ${inviteLink}`;\n}\n\nexport function testMessage(message: string): string {\n return `🧪 **Test Message**\n${message}\n\n*Sent at ${new Date().toISOString()}*`;\n}\n\nexport function sanitizeChannelName(name: string): string {\n const sanitized = name\n .toLowerCase()\n .replace(/[^a-z0-9]+/g, \"-\")\n .replace(/^-+|-+$/g, \"\")\n .slice(0, DISCORD_CHANNEL_NAME_MAX);\n\n return sanitized || \"talk-submission\";\n}\n",[],[227,518],"3c83995c-0601-11f1-ae10-42dde27851f2","index.ts",175,["D",1770673780508],32,"http","import { Hono } from \"https://esm.sh/hono@3.11.7\";\nimport {\n readFile,\n serveFile,\n} from \"https://esm.town/v/std/utils@85-main/index.ts\";\nimport { sqlite } from \"https://esm.town/v/stevekrouse/sqlite\";\nimport { loadEnv } from \"./config.ts\";\nimport { requireAdmin } from \"./auth.ts\";\nimport { makeDiscordService } from \"./discord.ts\";\nimport { safe } from \"./errors.ts\";\nimport {\n organizersNotification,\n sanitizeChannelName,\n talkContextMessages,\n testMessage,\n testNotification,\n welcomeMessage,\n} from \"./messages.ts\";\nimport { RateLimiter, rateLimitMiddleware } from \"./rate-limit.ts\";\nimport autothreadDebug from \"./autothread-debug.http.ts\";\n\nconst app = new Hono();\n\n// Mount autothread debug console\napp.route(\"/api/autothread/debug\", autothreadDebug);\n\napp.onError((err, _c) => {\n throw err;\n});\n\nconst TABLE_NAME = \"talk_submissions_3\";\n\nasync function initDatabase() {\n console.log(`💾 [DB] Initializing database table: ${TABLE_NAME}`);\n await sqlite.execute(`CREATE TABLE IF NOT EXISTS ${TABLE_NAME} (\n id INTEGER PRIMARY KEY AUTOINCREMENT,\n speaker_name TEXT NOT NULL,\n talk_context TEXT NOT NULL,\n is_on_behalf BOOLEAN NOT NULL,\n submitter_name TEXT,\n discord_channel_id TEXT,\n discord_invite_link TEXT,\n created_at DATETIME DEFAULT CURRENT_TIMESTAMP\n )`);\n\n // Index for admin listing (ORDER BY created_at DESC)\n await sqlite.execute(\n `CREATE INDEX IF NOT EXISTS idx_${TABLE_NAME}_created_at ON ${TABLE_NAME} (created_at)`,\n );\n\n console.log(`✅ [DB] Database initialization complete`);\n}\n\nawait initDatabase();\n\nconst config = loadEnv();\nconst discord = makeDiscordService(config.discord);\n\n// Initialize rate limiter\nconst rateLimiter = new RateLimiter({\n maxRequests: config.rateLimit.maxRequests,\n windowSeconds: config.rateLimit.windowSeconds,\n});\n\nconsole.log(\n `🚀 [System] Talk submission system ready! Discord: ${\n config.discord ? \"Enabled\" : \"Placeholder mode\"\n }`,\n);\n\napp.get(\"/frontend/*\", (c) => serveFile(c.req.path, import.meta.url));\napp.get(\"/shared/*\", (c) => serveFile(c.req.path, import.meta.url));\n\napp.get(\"/\", async (c) => {\n const html = await readFile(\"/frontend/index.html\", import.meta.url);\n return c.html(html);\n});\n\n// Extract submission handler to avoid duplication with middleware\nconst submissionHandler = async (c: any) => {\n console.log(`🎯 [API] New talk submission received`);\n\n const body = await c.req.json().catch(() => null);\n\n if (!body || typeof body !== \"object\") {\n console.error(`❌ [API] Invalid JSON body`);\n return c.json({ error: \"Invalid JSON body\" }, 400);\n }\n\n const speakerName =\n typeof (body as any).speakerName === \"string\"\n ? (body as any).speakerName.trim()\n : \"\";\n const talkContext =\n typeof (body as any).talkContext === \"string\"\n ? (body as any).talkContext.trim()\n : \"\";\n const isOnBehalfRaw = (body as any).isOnBehalf;\n const submitterName =\n typeof (body as any).submitterName === \"string\"\n ? (body as any).submitterName.trim()\n : \"\";\n\n console.log(`📋 [API] Submission details:`);\n console.log(` Speaker: \"${speakerName}\"`);\n console.log(` Context length: ${talkContext.length} characters`);\n console.log(` On behalf: ${isOnBehalfRaw}`);\n if (isOnBehalfRaw === true && submitterName) {\n console.log(` Submitter: \"${submitterName}\"`);\n }\n\n if (!speakerName || !talkContext || typeof isOnBehalfRaw !== \"boolean\") {\n console.error(`❌ [API] Validation failed - missing required fields`);\n return c.json({ error: \"Missing required fields\" }, 400);\n }\n\n const isOnBehalf = isOnBehalfRaw;\n\n const MAX_NAME_CHARS = 120;\n const MAX_CONTEXT_CHARS = 8000;\n\n if (speakerName.length > MAX_NAME_CHARS) {\n return c.json(\n { error: `Speaker name is too long (max ${MAX_NAME_CHARS} characters)` },\n 400,\n );\n }\n\n if (submitterName.length > MAX_NAME_CHARS) {\n return c.json(\n {\n error:\n `Submitter name is too long (max ${MAX_NAME_CHARS} characters)`,\n },\n 400,\n );\n }\n\n if (talkContext.length > MAX_CONTEXT_CHARS) {\n return c.json(\n { error: `Talk context is too long (max ${MAX_CONTEXT_CHARS} characters)` },\n 400,\n );\n }\n\n if (isOnBehalf && !submitterName) {\n console.error(\n `❌ [API] Validation failed - submitter name required when submitting on behalf`,\n );\n return c.json({\n error:\n \"Submitter name is required when submitting on behalf of someone else\",\n }, 400);\n }\n\n const isTestSubmission = /\\W\\s*test\\s*\\W/i.test(speakerName);\n\n if (isTestSubmission) {\n console.log(\n `🧪 [API] Test submission marker detected in speaker name; using test Discord routing`,\n );\n\n if (!config.enableTestApi) {\n console.warn(\n `⚠️ [API] Test submission requested but ENABLE_TEST_API is disabled`,\n );\n return c.json({ error: \"Test submissions are disabled\" }, 403);\n }\n\n if (!config.discord) {\n console.warn(\n `⚠️ [API] Test submission requested but Discord integration is not configured`,\n );\n return c.json(\n { error: \"Test submissions are not available (Discord not configured)\" },\n 503,\n );\n }\n\n if (!config.discord.testCategoryId || !config.discord.testOrganizersChannelId) {\n console.warn(\n `⚠️ [API] Test submission requested but DISCORD_TEST_CATEGORY_ID and/or DISCORD_TEST_ORGANIZERS_CHANNEL_ID is not configured`,\n );\n return c.json(\n {\n error:\n \"Test submissions are not available (missing DISCORD_TEST_CATEGORY_ID or DISCORD_TEST_ORGANIZERS_CHANNEL_ID)\",\n },\n 503,\n );\n }\n }\n\n console.log(`💾 [API] Inserting submission into database`);\n\n const result = await sqlite.execute(\n `INSERT INTO ${TABLE_NAME} (speaker_name, talk_context, is_on_behalf, submitter_name) VALUES (?, ?, ?, ?)`,\n [speakerName, talkContext, isOnBehalf, isOnBehalf ? submitterName : null],\n );\n\n const submissionId = Number(result.lastInsertRowid);\n console.log(\n `✅ [API] Database insertion successful, submission ID: ${submissionId}`,\n );\n\n console.log(`🤖 [API] Starting Discord integration workflow`);\n\n const discordCategoryId = isTestSubmission\n ? config.discord?.testCategoryId\n : config.discord?.categoryId;\n\n const channelName = sanitizeChannelName(`nodate-${submissionId}-${speakerName}`);\n const channelId = await discord.createChannel(\n channelName,\n discordCategoryId,\n );\n\n const inviteLink = await discord.createInvite(channelId);\n\n await safe(\n \"welcome\",\n discord.sendMessage(\n channelId,\n welcomeMessage({ speakerName, isOnBehalf, submitterName }),\n ),\n { swallow: true },\n );\n\n for (const msg of talkContextMessages(talkContext)) {\n await safe(\n \"talk-context\",\n discord.sendMessage(channelId, msg),\n { swallow: true },\n );\n }\n\n const organizersChannelId = isTestSubmission\n ? config.discord?.testOrganizersChannelId\n : config.discord?.organizersChannelId;\n\n if (organizersChannelId) {\n await safe(\n isTestSubmission ? \"test-organizers\" : \"organizers\",\n discord.sendMessage(\n organizersChannelId,\n organizersNotification({\n speakerName,\n talkContext,\n isOnBehalf,\n submitterName,\n channelId,\n }),\n ),\n { swallow: true },\n );\n }\n\n console.log(`💾 [API] Updating database with Discord information`);\n\n await sqlite.execute(\n `UPDATE ${TABLE_NAME} SET discord_channel_id = ?, discord_invite_link = ? WHERE id = ?`,\n [channelId, inviteLink, submissionId],\n );\n\n console.log(`✅ [API] Submission processing complete!`);\n console.log(`📊 [API] Final result:`);\n console.log(` Submission ID: ${submissionId}`);\n console.log(` Discord Channel ID: ${channelId}`);\n console.log(` Discord Invite: (redacted)`);\n\n return c.json({\n success: true,\n submissionId,\n discordInviteLink: inviteLink,\n });\n};\n\n// Wire rate limiting conditionally\nif (config.rateLimit.enabled) {\n app.post(\"/api/submissions\", rateLimitMiddleware(rateLimiter), submissionHandler);\n} else {\n app.post(\"/api/submissions\", submissionHandler);\n}\n\napp.get(\"/api/submissions\", requireAdmin, async (c) => {\n // Parse and validate query params\n const limitParam = c.req.query(\"limit\");\n const offsetParam = c.req.query(\"offset\");\n\n const limit = limitParam ? parseInt(limitParam, 10) : 50;\n const offset = offsetParam ? parseInt(offsetParam, 10) : 0;\n\n // Validate limit: must be 1-1000\n if (isNaN(limit) || limit < 1 || limit > 1000) {\n return c.json({ error: \"limit must be between 1 and 1000\" }, 400);\n }\n\n // Validate offset: must be >= 0\n if (isNaN(offset) || offset < 0) {\n return c.json({ error: \"offset must be non-negative integer\" }, 400);\n }\n\n // Two-query pattern: COUNT(*) then SELECT with LIMIT/OFFSET\n const countResult = await sqlite.execute(\n `SELECT COUNT(*) as count FROM ${TABLE_NAME}`,\n );\n \n // Extract total from Row object\n const total = Number(countResult.rows[0]?.count ?? 0);\n\n const dataResult = await sqlite.execute(\n `SELECT * FROM ${TABLE_NAME} ORDER BY created_at DESC LIMIT ? OFFSET ?`,\n [limit, offset],\n );\n\n // Map rows to plain objects for JSON-safe response\n const data = dataResult.rows.map((r) => ({ ...r }));\n\n return c.json({\n data,\n total,\n limit,\n offset,\n });\n});\n\napp.get(\"/api/autothread/health\", async (c) => {\n const { AutothreadStore } = await import(\"./autothread/index.ts\");\n const store = new AutothreadStore(\"prod\");\n\n try {\n await store.initTables();\n\n const lastRun = await store.getLastRun();\n const state = await store.getState();\n\n return c.json({\n status: lastRun ? \"ok\" : \"no_runs\",\n lastRun,\n today: new Date().toISOString().slice(0, 10),\n ...state,\n });\n } catch (err) {\n return c.json(\n {\n status: \"error\",\n message: err instanceof Error ? err.message : String(err),\n },\n 500,\n );\n }\n});\n\napp.post(\"/api/discord/test\", requireAdmin, async (c) => {\n console.log(`🧪 [Test] Discord test endpoint called`);\n\n if (!config.enableTestApi) {\n console.warn(\n `⚠️ [Test] Test API is disabled. Set ENABLE_TEST_API=true to enable.`,\n );\n return c.json({ error: \"Test API is disabled\" }, 403);\n }\n\n const body = await c.req.json();\n const { channelName, firstMessage } = body;\n\n if (!channelName || !firstMessage) {\n return c.json(\n { error: \"channelName and firstMessage are required\" },\n 400,\n );\n }\n\n const sanitizedChannelName = sanitizeChannelName(channelName);\n\n console.log(`🧪 [Test] Creating test channel: ${sanitizedChannelName}`);\n const channelId = await discord.createChannel(\n sanitizedChannelName,\n config.discord?.testCategoryId,\n );\n\n console.log(`🧪 [Test] Sending test message to channel: ${channelId}`);\n await discord.sendMessage(channelId, testMessage(firstMessage));\n\n console.log(`🧪 [Test] Creating invite for test channel`);\n const inviteLink = await discord.createInvite(channelId);\n\n if (config.discord?.testOrganizersChannelId) {\n console.log(`🧪 [Test] Notifying test organizers`);\n await safe(\n \"test-organizers\",\n discord.sendMessage(\n config.discord.testOrganizersChannelId,\n testNotification({\n channelName: sanitizedChannelName,\n firstMessage,\n channelId,\n inviteLink,\n }),\n ),\n { swallow: true },\n );\n }\n\n return c.json({\n success: true,\n channelId,\n channelName: sanitizedChannelName,\n inviteLink,\n message: \"Test completed successfully!\",\n });\n});\n\nexport default app.fetch;\n","rustnyc-talks",[],[227,526],"7f6220bc-02dd-11f1-be04-42dde27851f2","errors.ts","7671a3d4-fd2d-11f0-9f46-42dde27851f2",125,["D",1770328577156],"export class DiscordApiError extends Error {\n constructor(\n public status: number,\n public discordError?: { code?: number; message?: string },\n ) {\n super(\n `Discord API error: ${status}${\n discordError?.code ? ` (code ${discordError.code})` : \"\"\n }`,\n );\n this.name = \"DiscordApiError\";\n }\n\n getHint(): string | undefined {\n if (!this.discordError?.code) return undefined;\n\n const hints: Record<number, string> = {\n 50001: \"Missing access to channel - check bot permissions\",\n 10003: \"Channel not found - check channel ID\",\n 50013: \"Missing permissions to perform this action\",\n 10004: \"Guild not found - check guild ID\",\n 50035: \"Invalid form body - check request data\",\n 160004: \"A thread has already been created for this message\",\n };\n\n return hints[this.discordError.code];\n }\n}\n\nexport function safeParseJson(text: string): any {\n try {\n return JSON.parse(text);\n } catch {\n return { raw: text };\n }\n}\n\n/** Check if a Discord error means \"thread already exists for this message\" */\nexport function isThreadAlreadyExistsError(error: unknown): boolean {\n return error instanceof DiscordApiError && error.discordError?.code === 160004;\n}\n\nexport function logError(scope: string, error: unknown): void {\n console.error(`💥 [${scope}] Error:`, error);\n\n if (error instanceof DiscordApiError) {\n console.error(`💥 [${scope}] Status: ${error.status}`);\n if (error.discordError?.code) {\n console.error(`💥 [${scope}] Discord code: ${error.discordError.code}`);\n }\n const hint = error.getHint();\n if (hint) {\n console.error(`💡 [${scope}] Hint: ${hint}`);\n }\n } else if (error instanceof Error) {\n console.error(`💥 [${scope}] Type: ${error.constructor.name}`);\n console.error(`💥 [${scope}] Message: ${error.message}`);\n if (error.stack) {\n console.error(\n `💥 [${scope}] Stack: ${error.stack.split(\"\\n\").slice(0, 5).join(\"\\n\")}`,\n );\n }\n }\n}\n\nexport async function safe<T>(\n label: string,\n promise: Promise<T>,\n options: { swallow: boolean },\n): Promise<T | undefined> {\n try {\n return await promise;\n } catch (error) {\n logError(label, error);\n if (options.swallow) {\n console.log(`🔄 [${label}] Continuing despite error`);\n return undefined;\n }\n throw error;\n }\n}\n",[],[227,536],"03dfce4a-05d4-11f1-b063-42dde27851f2","discord.ts","767f4da4-fd2d-11f0-acf2-42dde27851f2",169,["D",1770654358124],"import type { DiscordConfig } from \"./config.ts\";\nimport { DiscordApiError, safeParseJson } from \"./errors.ts\";\n\n// Discord API v10 Types\nexport interface DiscordChannel {\n id: string;\n name: string;\n type: number;\n topic?: string | null;\n parent_id?: string | null;\n guild_id?: string;\n}\n\nexport interface DiscordUser {\n id: string;\n username: string;\n discriminator: string;\n bot?: boolean;\n}\n\nexport interface DiscordMessage {\n id: string;\n channel_id: string;\n author: DiscordUser;\n content: string;\n timestamp: string;\n thread?: { id: string; name: string } | null;\n}\n\nexport interface DiscordThread {\n id: string;\n name: string;\n type: number;\n parent_id: string;\n}\n\nexport interface DiscordService {\n createChannel(name: string, parentId?: string): Promise<string>;\n createInvite(channelId: string): Promise<string>;\n sendMessage(channelId: string, content: string): Promise<{ id: string }>;\n listGuildChannels(): Promise<DiscordChannel[]>;\n getMessages(\n channelId: string,\n options?: { after?: string; before?: string; limit?: number },\n ): Promise<DiscordMessage[]>;\n startThreadFromMessage(\n channelId: string,\n messageId: string,\n name: string,\n ): Promise<DiscordThread>;\n}\n\nclass RealDiscordService implements DiscordService {\n constructor(private config: DiscordConfig) {}\n\n private async request<T>(\n path: string,\n init: RequestInit,\n retryCount = 0,\n ): Promise<T> {\n const MAX_RETRIES = 2;\n const url = `https://discord.com/api/v10${path}`;\n console.log(`🚀 [Discord] API request: ${init.method || \"GET\"} ${path}`);\n\n const response = await fetch(url, {\n ...init,\n headers: {\n \"Authorization\": `Bot ${this.config.botToken}`,\n \"Content-Type\": \"application/json\",\n ...(init.headers || {}),\n },\n });\n\n const text = await response.text();\n console.log(\n `📡 [Discord] Response status: ${response.status} ${response.statusText}`,\n );\n\n // Handle rate limiting (429)\n if (response.status === 429 && retryCount < MAX_RETRIES) {\n const parsed = safeParseJson(text);\n const retryAfter =\n parsed && typeof parsed === \"object\" && \"retry_after\" in parsed\n ? Number(parsed.retry_after)\n : 1;\n console.warn(\n `⏳ [Discord] Rate limited, retrying after ${retryAfter}s (attempt ${retryCount + 1}/${MAX_RETRIES})`,\n );\n await new Promise((resolve) =>\n setTimeout(resolve, retryAfter * 1000 + 100)\n );\n return this.request<T>(path, init, retryCount + 1);\n }\n\n if (!response.ok) {\n const errorData = safeParseJson(text);\n console.error(\n `❌ [Discord] API error:`,\n JSON.stringify(errorData, null, 2),\n );\n throw new DiscordApiError(response.status, errorData);\n }\n\n const data = safeParseJson(text);\n return data as T;\n }\n\n async createChannel(name: string, parentId?: string): Promise<string> {\n console.log(\n `🔧 [Discord] Creating channel: \"${name}\"${\n parentId ? ` in category ${parentId}` : \"\"\n }`,\n );\n\n const body: any = {\n name,\n type: 0,\n };\n\n if (parentId) {\n body.parent_id = parentId;\n }\n\n const channel = await this.request<{ id: string; name: string }>(\n `/guilds/${this.config.guildId}/channels`,\n {\n method: \"POST\",\n body: JSON.stringify(body),\n },\n );\n\n console.log(`✅ [Discord] Channel created: ${channel.id} (${channel.name})`);\n return channel.id;\n }\n\n async createInvite(channelId: string): Promise<string> {\n console.log(`🔗 [Discord] Creating invite for channel: ${channelId}`);\n\n const invite = await this.request<{ code: string }>(\n `/channels/${channelId}/invites`,\n {\n method: \"POST\",\n body: JSON.stringify({\n max_age: this.config.inviteMaxAge,\n max_uses: 0,\n unique: true,\n }),\n },\n );\n\n const inviteUrl = `https://discord.gg/${invite.code}`;\n console.log(`✅ [Discord] Invite created (code redacted for security)`);\n return inviteUrl;\n }\n\n async sendMessage(\n channelId: string,\n content: string,\n ): Promise<{ id: string }> {\n // Discord hard limit: 2000 characters in message content.\n // Truncate defensively so user-provided talk context cannot cause a hard failure.\n const DISCORD_MESSAGE_MAX = 2000;\n\n let safeContent = content;\n if (safeContent.length > DISCORD_MESSAGE_MAX) {\n console.warn(\n `⚠️ [Discord] Message content too long (${safeContent.length}), truncating to ${DISCORD_MESSAGE_MAX} chars`,\n );\n safeContent = safeContent.slice(0, DISCORD_MESSAGE_MAX - 1) + \"…\";\n }\n\n console.log(\n `💬 [Discord] Sending message to channel: ${channelId} (${safeContent.length} chars)`,\n );\n\n const message = await this.request<{ id: string; timestamp: string }>(\n `/channels/${channelId}/messages`,\n {\n method: \"POST\",\n body: JSON.stringify({\n content: safeContent,\n // Prevent user-provided text from pinging @everyone / roles / users.\n allowed_mentions: { parse: [] },\n }),\n },\n );\n\n console.log(`✅ [Discord] Message sent: ${message.id}`);\n return { id: message.id };\n }\n\n async listGuildChannels(): Promise<DiscordChannel[]> {\n console.log(`📋 [Discord] Listing channels for guild: ${this.config.guildId}`);\n\n const channels = await this.request<DiscordChannel[]>(\n `/guilds/${this.config.guildId}/channels`,\n { method: \"GET\" },\n );\n\n console.log(`✅ [Discord] Found ${channels.length} channels`);\n return channels;\n }\n\n async getMessages(\n channelId: string,\n options?: { after?: string; before?: string; limit?: number },\n ): Promise<DiscordMessage[]> {\n // Discord limit: 1-100, default 50\n const limit = Math.min(100, Math.max(1, options?.limit ?? 50));\n const params = new URLSearchParams({ limit: String(limit) });\n if (options?.after) {\n params.set(\"after\", options.after);\n }\n if (options?.before) {\n params.set(\"before\", options.before);\n }\n\n console.log(\n `📨 [Discord] Fetching messages from ${channelId} (limit=${limit}${options?.after ? `, after=${options.after}` : \"\"}${options?.before ? `, before=${options.before}` : \"\"})`,\n );\n\n const messages = await this.request<DiscordMessage[]>(\n `/channels/${channelId}/messages?${params}`,\n { method: \"GET\" },\n );\n\n console.log(`✅ [Discord] Fetched ${messages.length} messages`);\n return messages;\n }\n\n async startThreadFromMessage(\n channelId: string,\n messageId: string,\n name: string,\n ): Promise<DiscordThread> {\n // Discord thread names are limited to 100 characters\n const threadName = name.slice(0, 100);\n console.log(\n `🧵 [Discord] Creating thread from message ${messageId}: \"${threadName}\"`,\n );\n\n const thread = await this.request<DiscordThread>(\n `/channels/${channelId}/messages/${messageId}/threads`,\n {\n method: \"POST\",\n body: JSON.stringify({\n name: threadName,\n auto_archive_duration: 1440, // 24 hours — explicit to avoid server-default surprises\n }),\n },\n );\n\n console.log(`✅ [Discord] Thread created: ${thread.id} (${thread.name})`);\n return thread;\n }\n}\n\nclass NoopDiscordService implements DiscordService {\n createChannel(name: string, parentId?: string): Promise<string> {\n const id = `placeholder-${crypto.randomUUID()}`;\n console.log(\n `🔄 [Discord:NOOP] Would create channel: \"${name}\"${\n parentId ? ` in category ${parentId}` : \"\"\n } → ${id}`,\n );\n return Promise.resolve(id);\n }\n\n createInvite(channelId: string): Promise<string> {\n const invite = `https://discord.gg/placeholder-${channelId}`;\n console.log(\n `🔄 [Discord:NOOP] Would create invite for ${channelId} → ${invite}`,\n );\n return Promise.resolve(invite);\n }\n\n sendMessage(\n channelId: string,\n content: string,\n ): Promise<{ id: string }> {\n const id = `msg-${Date.now()}`;\n console.log(`🔄 [Discord:NOOP] Would send message to ${channelId}:`);\n console.log(content);\n console.log(`🔄 [Discord:NOOP] Message ID would be: ${id}`);\n return Promise.resolve({ id });\n }\n\n listGuildChannels(): Promise<DiscordChannel[]> {\n console.log(`🔄 [Discord:NOOP] Would list guild channels`);\n return Promise.resolve([\n {\n id: \"noop-channel-1\",\n name: \"general\",\n type: 0,\n topic: \"General discussion [autothread]\",\n },\n ]);\n }\n\n getMessages(\n channelId: string,\n options?: { after?: string; before?: string; limit?: number },\n ): Promise<DiscordMessage[]> {\n console.log(\n `🔄 [Discord:NOOP] Would fetch messages from ${channelId} (after=${options?.after}, before=${options?.before}, limit=${options?.limit})`,\n );\n return Promise.resolve([]);\n }\n\n startThreadFromMessage(\n channelId: string,\n messageId: string,\n name: string,\n ): Promise<DiscordThread> {\n const threadId = `thread-${Date.now()}`;\n console.log(\n `🔄 [Discord:NOOP] Would create thread from message ${messageId}: \"${name}\" → ${threadId}`,\n );\n return Promise.resolve({\n id: threadId,\n name: name.slice(0, 100),\n type: 11, // Public thread\n parent_id: channelId,\n });\n }\n}\n\nexport function makeDiscordService(\n config?: DiscordConfig,\n): DiscordService {\n if (config) {\n return new RealDiscordService(config);\n }\n return new NoopDiscordService();\n}\n",[],[227,544],"03ef8a60-05d4-11f1-a4c6-42dde27851f2","config.ts","767c1346-fd2d-11f0-989e-42dde27851f2",171,["D",1770654358064],"export interface DiscordConfig {\n botToken: string;\n guildId: string;\n organizersChannelId: string;\n categoryId?: string;\n testCategoryId?: string;\n testOrganizersChannelId?: string;\n inviteMaxAge: number;\n}\n\nexport interface RateLimitConfig {\n enabled: boolean;\n windowSeconds: number;\n maxRequests: number;\n}\n\nexport interface RetentionConfig {\n autothreadLogRetentionDays: number;\n rateLimitRetentionDays: number;\n}\n\nexport interface RuntimeConfig {\n discord?: DiscordConfig;\n enableTestApi: boolean;\n rateLimit: RateLimitConfig;\n retention: RetentionConfig;\n}\n\nexport function loadEnv(): RuntimeConfig {\n console.log(`🔍 [Config] Loading environment configuration...`);\n\n const botToken = Deno.env.get(\"DISCORD_BOT_TOKEN\");\n const guildId = Deno.env.get(\"DISCORD_GUILD_ID\");\n const organizersChannelId = Deno.env.get(\"DISCORD_ORGANIZERS_CHANNEL_ID\");\n const categoryId = Deno.env.get(\"DISCORD_CATEGORY_ID\");\n const testCategoryId = Deno.env.get(\"DISCORD_TEST_CATEGORY_ID\");\n const testOrganizersChannelId = Deno.env.get(\n \"DISCORD_TEST_ORGANIZERS_CHANNEL_ID\",\n );\n const testApiEnabled = Deno.env.get(\"ENABLE_TEST_API\");\n \n // Parse and validate invite max age (default: 7 days)\n const inviteMaxAgeStr = Deno.env.get(\"DISCORD_INVITE_MAX_AGE_SECONDS\");\n const inviteMaxAge = inviteMaxAgeStr ? parseInt(inviteMaxAgeStr, 10) : 604800;\n \n if (isNaN(inviteMaxAge) || (inviteMaxAge !== 0 && (inviteMaxAge < 1 || inviteMaxAge > 604800))) {\n throw new Error(\n `DISCORD_INVITE_MAX_AGE_SECONDS must be 0 or an integer between 1 and 604800 (7 days). Got: ${inviteMaxAgeStr}`\n );\n }\n\n // Parse and validate rate limit config\n const rateLimitEnabledStr = Deno.env.get(\"RATE_LIMIT_ENABLED\");\n const rateLimitEnabled = rateLimitEnabledStr?.toLowerCase() === \"false\" ? false : true; // default: true\n \n const rateLimitWindowStr = Deno.env.get(\"RATE_LIMIT_WINDOW_SECONDS\");\n const rateLimitWindow = rateLimitWindowStr ? parseInt(rateLimitWindowStr, 10) : 900; // default: 900s (15 min)\n \n const rateLimitMaxStr = Deno.env.get(\"RATE_LIMIT_MAX\");\n const rateLimitMax = rateLimitMaxStr ? parseInt(rateLimitMaxStr, 10) : 10; // default: 10 requests\n \n if (rateLimitEnabled) {\n if (isNaN(rateLimitWindow) || rateLimitWindow < 1) {\n throw new Error(\n `RATE_LIMIT_WINDOW_SECONDS must be a positive integer. Got: ${rateLimitWindowStr}`\n );\n }\n if (isNaN(rateLimitMax) || rateLimitMax < 1) {\n throw new Error(\n `RATE_LIMIT_MAX must be a positive integer. Got: ${rateLimitMaxStr}`\n );\n }\n }\n\n console.log(\n `🤖 [Config] Bot Token: ${botToken ? \"✅ Present\" : \"❌ Missing\"}`,\n );\n console.log(\n `🏠 [Config] Guild ID: ${guildId ? \"✅ Present\" : \"❌ Missing\"}`,\n );\n console.log(\n `📢 [Config] Organizers Channel: ${\n organizersChannelId ? \"✅ Present\" : \"❌ Missing\"\n }`,\n );\n console.log(\n `📁 [Config] Category ID: ${\n categoryId ? \"✅ Present\" : \"⚪ Optional (not set)\"\n }`,\n );\n console.log(\n `🧪 [Config] Test Category ID: ${\n testCategoryId ? \"✅ Present\" : \"⚪ Optional (not set)\"\n }`,\n );\n console.log(\n `🧪 [Config] Test Organizers Channel: ${\n testOrganizersChannelId ? \"✅ Present\" : \"⚪ Optional (not set)\"\n }`,\n );\n console.log(\n `🧪 [Config] Test API Enabled: ${\n testApiEnabled?.toLowerCase() === \"true\" ? \"✅ Enabled\" : \"⚪ Disabled\"\n }`,\n );\n console.log(\n `⏰ [Config] Invite Max Age: ${inviteMaxAge === 0 ? \"Never expires\" : `${inviteMaxAge}s (${Math.floor(inviteMaxAge / 86400)}d ${Math.floor((inviteMaxAge % 86400) / 3600)}h)`}`,\n );\n console.log(\n `🚦 [Config] Rate Limiting: ${rateLimitEnabled ? `✅ Enabled (${rateLimitMax} requests per ${rateLimitWindow}s)` : \"⚪ Disabled\"}`,\n );\n\n // Parse and validate retention config\n const autothreadLogRetentionStr = Deno.env.get(\"AUTOTHREAD_LOG_RETENTION_DAYS\");\n const autothreadLogRetentionDays = autothreadLogRetentionStr \n ? parseInt(autothreadLogRetentionStr, 10) \n : 30; // default: 30 days\n \n const rateLimitRetentionStr = Deno.env.get(\"RATE_LIMIT_RETENTION_DAYS\");\n const rateLimitRetentionDays = rateLimitRetentionStr \n ? parseInt(rateLimitRetentionStr, 10) \n : 30; // default: 30 days\n\n if (isNaN(autothreadLogRetentionDays) || autothreadLogRetentionDays < 0) {\n throw new Error(\n `AUTOTHREAD_LOG_RETENTION_DAYS must be 0 or a positive integer. Got: ${autothreadLogRetentionStr}`\n );\n }\n \n if (isNaN(rateLimitRetentionDays) || rateLimitRetentionDays < 0) {\n throw new Error(\n `RATE_LIMIT_RETENTION_DAYS must be 0 or a positive integer. Got: ${rateLimitRetentionStr}`\n );\n }\n\n console.log(\n `🗑️ [Config] Autothread Log Retention: ${autothreadLogRetentionDays === 0 ? \"⚪ Disabled\" : `✅ ${autothreadLogRetentionDays} days`}`,\n );\n console.log(\n `🗑️ [Config] Rate Limit Retention: ${rateLimitRetentionDays === 0 ? \"⚪ Disabled\" : `✅ ${rateLimitRetentionDays} days`}`,\n );\n\n const isFullyConfigured = botToken && guildId && organizersChannelId;\n\n let discord: DiscordConfig | undefined;\n\n if (isFullyConfigured) {\n discord = {\n botToken: botToken!,\n guildId: guildId!,\n organizersChannelId: organizersChannelId!,\n categoryId,\n testCategoryId,\n testOrganizersChannelId,\n inviteMaxAge,\n };\n console.log(`✅ [Config] Full Discord integration enabled`);\n } else {\n console.log(`⚠️ [Config] Discord integration will use placeholder mode`);\n console.log(\n `ℹ️ [Config] To enable full integration, set: DISCORD_BOT_TOKEN, DISCORD_GUILD_ID, DISCORD_ORGANIZERS_CHANNEL_ID`,\n );\n }\n\n return {\n discord,\n enableTestApi: testApiEnabled?.toLowerCase() === \"true\",\n rateLimit: {\n enabled: rateLimitEnabled,\n windowSeconds: rateLimitWindow,\n maxRequests: rateLimitMax,\n },\n retention: {\n autothreadLogRetentionDays,\n rateLimitRetentionDays,\n },\n };\n}\n",[],[227,552],"7f55ad96-02dd-11f1-8e2f-42dde27851f2","autothread.cron.ts","6e61d9da-fd3b-11f0-922c-42dde27851f2",124,["D",1770328577155],"/**\n * Auto-Threading Cron Job\n *\n * Polls Discord channels with `[autothread]` in their topic and creates threads\n * on new messages. Uses high-frequency internal polling (every 5 seconds) within\n * each cron execution to approximate real-time behavior.\n *\n * Environment Variables:\n * - DISCORD_BOT_TOKEN: Required for Discord API access\n * - DISCORD_GUILD_ID: Required guild to monitor\n * - AUTOTHREAD_DRY_RUN: When \"true\", logs but doesn't create threads\n * - AUTOTHREAD_ENABLE_AI: When \"true\", use AI for thread naming\n * - AUTOTHREAD_CHANNEL_ALLOWLIST: Comma-separated channel IDs to process\n */\n\nimport { loadEnv } from \"./config.ts\";\nimport { makeDiscordService } from \"./discord.ts\";\nimport { runAutothread, DEFAULT_CONFIG } from \"./autothread/index.ts\";\nimport type { AutothreadConfig, ExecutionMode } from \"./autothread/index.ts\";\nimport { logError } from \"./errors.ts\";\n\nfunction getAutothreadConfig(): Partial<AutothreadConfig> {\n const dryRun = Deno.env.get(\"AUTOTHREAD_DRY_RUN\")?.toLowerCase() === \"true\";\n const enableAI =\n Deno.env.get(\"AUTOTHREAD_ENABLE_AI\")?.toLowerCase() === \"true\";\n const allowlist = Deno.env.get(\"AUTOTHREAD_CHANNEL_ALLOWLIST\");\n const channelAllowlist = allowlist\n ? allowlist.split(\",\").map((s) => s.trim()).filter(Boolean)\n : null;\n\n const mode: ExecutionMode = dryRun ? \"dry_run\" : \"live\";\n\n return {\n mode,\n enableAI,\n channelAllowlist,\n };\n}\n\nexport default async function () {\n console.log(`🚀 [Autothread] Cron job started`);\n\n try {\n const config = loadEnv();\n\n if (!config.discord) {\n console.warn(\n `⚠️ [Autothread] Discord not configured, running in noop mode`,\n );\n }\n\n const discord = makeDiscordService(config.discord);\n const autothreadEnvConfig = getAutothreadConfig();\n\n const fullConfig: AutothreadConfig = {\n ...DEFAULT_CONFIG,\n ...autothreadEnvConfig,\n namespace: \"prod\", // Cron always uses prod\n };\n\n console.log(\n `⚙️ [Autothread] Config: mode=${fullConfig.mode}, enableAI=${fullConfig.enableAI}, namespace=${fullConfig.namespace}, allowlist=${fullConfig.channelAllowlist?.join(\",\") ?? \"all\"}`,\n );\n\n const result = await runAutothread(discord, fullConfig);\n\n // Log detailed results for observability\n console.log(\n `✅ [Autothread] Cron complete. Status: ${result.status}, Threads: ${result.threadsCreated}, Errors: ${result.errorCount}, Duration: ${result.durationMs}ms, Iterations: ${result.iterations}`,\n );\n\n if (result.plannedActions.length > 0) {\n console.log(\n `📋 [Autothread] Actions: ${JSON.stringify(result.plannedActions)}`,\n );\n }\n\n if (result.errorCount > 0) {\n console.error(\n `❌ [Autothread] Last error: ${result.lastError}`,\n );\n // Log error-level events for visibility\n const errorEvents = result.events.filter((e) => e.level === \"error\");\n for (const evt of errorEvents) {\n console.error(\n `❌ [Autothread] Event: ${evt.event} channel=${evt.channelId ?? \"?\"} msg=${evt.messageId ?? \"?\"} ${JSON.stringify(evt.details ?? {})}`,\n );\n }\n }\n } catch (error) {\n logError(\"Autothread:Cron\", error);\n // Re-throw so Val Town marks the cron run as failed\n throw error;\n }\n}\n",[],[227,560],"03d51a2c-05d4-11f1-8be7-42dde27851f2","autothread-debug.http.ts","6ea32200-fd3b-11f0-ad61-42dde27851f2",168,["D",1770654358024],"/**\n * Autothread Debug Console\n *\n * HTTP endpoints for testing and debugging the autothread system.\n * Protected by ADMIN_TOKEN bearer auth.\n *\n * Environment Variables:\n * - ADMIN_TOKEN: Required for authentication\n * - ENABLE_TEST_API: Must be \"true\" to enable debug endpoints\n */\n\nimport { Hono } from \"https://esm.sh/hono@3.11.7\";\nimport { loadEnv } from \"./config.ts\";\nimport { makeDiscordService } from \"./discord.ts\";\nimport { requireAdmin } from \"./auth.ts\";\nimport {\n runAutothread,\n AutothreadStore,\n DEFAULT_CONFIG,\n DEBUG_DEFAULT_CONFIG,\n evaluateMessageGates,\n generateThreadName,\n generateAIThreadName,\n gatherContextMessages,\n sanitizeContent,\n} from \"./autothread/index.ts\";\nimport type {\n AutothreadConfig,\n ExecutionMode,\n Namespace,\n} from \"./autothread/index.ts\";\n\nconst app = new Hono();\n\n// Feature toggle check - runs before auth\napp.use(\"*\", async (c, next) => {\n const testApiEnabled =\n Deno.env.get(\"ENABLE_TEST_API\")?.toLowerCase() === \"true\";\n\n if (!testApiEnabled) {\n return c.json(\n { error: \"Debug API disabled. Set ENABLE_TEST_API=true\" },\n 503\n );\n }\n\n await next();\n});\n\n// Admin authentication - uses shared middleware\napp.use(\"*\", requireAdmin);\n\n// Error handler\napp.onError((err, c) => {\n console.error(\"Debug endpoint error:\", err);\n return c.json({ error: err.message }, 500);\n});\n\n/**\n * GET /\n * List available debug endpoints\n */\napp.get(\"/\", (c) => {\n return c.json({\n endpoints: {\n \"POST /run\": \"Trigger a debug run with custom config\",\n \"GET /state\": \"Inspect current database state\",\n \"GET /runs\": \"List recent runs\",\n \"GET /runs/:id/events\": \"Get events for a specific run\",\n \"POST /reset\": \"Reset sandbox state (requires confirm)\",\n \"POST /reset-cursor\": \"Reset a channel's cursor\",\n \"POST /clear-processed\": \"Clear processed messages\",\n \"GET /discord/channels\": \"Test Discord API - list channels\",\n \"GET /discord/messages\": \"Test Discord API - fetch messages\",\n \"POST /eval-message\": \"Evaluate gates for a message\",\n \"POST /generate-name\": \"Test thread name generation\",\n \"POST /generate-ai-name\": \"Test AI thread name generation\",\n },\n defaults: {\n namespace: \"sandbox\",\n mode: \"plan\",\n },\n });\n});\n\n/**\n * POST /run\n * Trigger an autothread run with custom configuration\n */\napp.post(\"/run\", async (c) => {\n const body = await c.req.json().catch(() => ({}));\n\n const namespace: Namespace = body.namespace ?? \"sandbox\";\n const mode: ExecutionMode = body.mode ?? \"plan\";\n\n // Safety: require explicit confirmation for live+prod\n if (mode === \"live\" && namespace === \"prod\") {\n if (body.confirm !== \"LIVE_PROD\") {\n return c.json(\n {\n error:\n 'Live mode on prod requires confirm: \"LIVE_PROD\" in request body',\n },\n 400,\n );\n }\n }\n\n const config: AutothreadConfig = {\n ...DEFAULT_CONFIG,\n ...DEBUG_DEFAULT_CONFIG,\n namespace,\n mode,\n enableAI: body.enableAI ?? false,\n channelAllowlist: body.allowlist ?? null,\n maxChannelsPerRun: Math.min(body.maxChannels ?? 1, 3),\n maxThreadsPerRun: Math.min(body.maxThreads ?? 2, 5),\n maxIterations: Math.min(body.iterations ?? 1, 3),\n runDurationMs: Math.min(body.durationMs ?? 10000, 30000),\n };\n\n const envConfig = loadEnv();\n const discord = makeDiscordService(envConfig.discord);\n\n console.log(\n `🔧 [Debug] Starting run: mode=${mode}, namespace=${namespace}, ai=${config.enableAI}`,\n );\n\n const result = await runAutothread(discord, config);\n\n return c.json({\n success: true,\n config: {\n mode: config.mode,\n namespace: config.namespace,\n enableAI: config.enableAI,\n maxIterations: config.maxIterations,\n },\n result,\n });\n});\n\n/**\n * GET /state\n * Inspect current database state\n */\napp.get(\"/state\", async (c) => {\n const namespace: Namespace =\n (c.req.query(\"namespace\") as Namespace) ?? \"sandbox\";\n const store = new AutothreadStore(namespace);\n\n await store.initTables();\n const state = await store.getState();\n const lastRun = await store.getLastRun();\n\n return c.json({\n namespace,\n lastRun,\n ...state,\n });\n});\n\n/**\n * GET /runs\n * List recent runs\n */\napp.get(\"/runs\", async (c) => {\n const namespace: Namespace =\n (c.req.query(\"namespace\") as Namespace) ?? \"sandbox\";\n const limit = parseInt(c.req.query(\"limit\") ?? \"10\");\n const store = new AutothreadStore(namespace);\n\n await store.initTables();\n const runs = await store.getRuns(limit);\n\n return c.json({ namespace, runs });\n});\n\n/**\n * GET /runs/:id/events\n * Get events for a specific run\n */\napp.get(\"/runs/:id/events\", async (c) => {\n const namespace: Namespace =\n (c.req.query(\"namespace\") as Namespace) ?? \"sandbox\";\n const runId = BigInt(c.req.param(\"id\"));\n const store = new AutothreadStore(namespace);\n\n await store.initTables();\n const events = await store.getRunEvents(runId);\n\n return c.json({ namespace, runId: runId.toString(), events });\n});\n\n/**\n * POST /reset\n * Reset all sandbox state (requires confirm)\n */\napp.post(\"/reset\", async (c) => {\n const body = await c.req.json().catch(() => ({}));\n const namespace: Namespace = body.namespace ?? \"sandbox\";\n\n if (namespace === \"prod\") {\n return c.json({ error: \"Cannot reset prod namespace\" }, 400);\n }\n\n if (body.confirm !== \"RESET_SANDBOX\") {\n return c.json(\n { error: 'Requires confirm: \"RESET_SANDBOX\" in request body' },\n 400,\n );\n }\n\n const store = new AutothreadStore(namespace);\n await store.initTables();\n await store.resetAll();\n\n return c.json({ success: true, message: `Reset ${namespace} namespace` });\n});\n\n/**\n * POST /reset-cursor\n * Reset a channel's cursor\n */\napp.post(\"/reset-cursor\", async (c) => {\n const body = await c.req.json();\n const namespace: Namespace = body.namespace ?? \"sandbox\";\n const { channelId, lastMessageId } = body;\n\n if (!channelId) {\n return c.json({ error: \"channelId required\" }, 400);\n }\n\n const store = new AutothreadStore(namespace);\n await store.initTables();\n await store.resetChannelCursor(channelId, lastMessageId ?? null);\n\n return c.json({\n success: true,\n channelId,\n lastMessageId: lastMessageId ?? null,\n });\n});\n\n/**\n * POST /clear-processed\n * Clear processed messages with optional filters\n */\napp.post(\"/clear-processed\", async (c) => {\n const body = await c.req.json().catch(() => ({}));\n const namespace: Namespace = body.namespace ?? \"sandbox\";\n\n if (namespace === \"prod\" && body.confirm !== \"CLEAR_PROD\") {\n return c.json(\n { error: 'Clearing prod requires confirm: \"CLEAR_PROD\"' },\n 400,\n );\n }\n\n const store = new AutothreadStore(namespace);\n await store.initTables();\n const deleted = await store.clearProcessed(\n body.channelId,\n body.before,\n body.status,\n );\n\n return c.json({ success: true, deleted });\n});\n\n/**\n * GET /discord/channels\n * Test Discord API connectivity\n */\napp.get(\"/discord/channels\", async (c) => {\n const envConfig = loadEnv();\n const discord = makeDiscordService(envConfig.discord);\n\n const channels = await discord.listGuildChannels();\n\n return c.json({\n count: channels.length,\n channels: channels.map((ch) => ({\n id: ch.id,\n name: ch.name,\n type: ch.type,\n topic: ch.topic,\n })),\n });\n});\n\n/**\n * GET /discord/messages\n * Fetch messages from a channel\n */\napp.get(\"/discord/messages\", async (c) => {\n const channelId = c.req.query(\"channelId\");\n const after = c.req.query(\"after\");\n const before = c.req.query(\"before\");\n const limit = parseInt(c.req.query(\"limit\") ?? \"20\");\n\n if (!channelId) {\n return c.json({ error: \"channelId query param required\" }, 400);\n }\n\n const envConfig = loadEnv();\n const discord = makeDiscordService(envConfig.discord);\n\n const messages = await discord.getMessages(channelId, {\n after: after ?? undefined,\n before: before ?? undefined,\n limit: Math.min(limit, 100),\n });\n\n return c.json({\n count: messages.length,\n messages: messages.map((m) => ({\n id: m.id,\n author: m.author.username,\n isBot: m.author.bot,\n content: m.content.slice(0, 100) + (m.content.length > 100 ? \"...\" : \"\"),\n hasThread: !!m.thread,\n timestamp: m.timestamp,\n })),\n });\n});\n\n/**\n * POST /eval-message\n * Evaluate gates for a message (by content or fetched by ID)\n */\napp.post(\"/eval-message\", async (c) => {\n const body = await c.req.json();\n\n // Option 1: Provide message content directly\n if (body.content) {\n const mockMessage = {\n id: \"mock\",\n channel_id: \"mock\",\n author: { id: \"mock\", username: body.author ?? \"test\", discriminator: \"0\", bot: body.isBot ?? false },\n content: body.content,\n timestamp: new Date().toISOString(),\n thread: body.hasThread ? { id: \"mock\", name: \"mock\" } : null,\n };\n\n const evaluation = evaluateMessageGates(mockMessage);\n return c.json({\n input: { content: body.content, isBot: body.isBot, hasThread: body.hasThread },\n evaluation,\n suggestedThreadName: evaluation.passed ? generateThreadName(mockMessage) : null,\n });\n }\n\n // Option 2: Fetch by channel + message ID\n if (body.channelId && body.messageId) {\n const envConfig = loadEnv();\n const discord = makeDiscordService(envConfig.discord);\n\n const messages = await discord.getMessages(body.channelId, { limit: 50 });\n const message = messages.find((m) => m.id === body.messageId);\n\n if (!message) {\n return c.json({ error: \"Message not found\" }, 404);\n }\n\n const evaluation = evaluateMessageGates(message);\n return c.json({\n message: {\n id: message.id,\n author: message.author.username,\n content: message.content.slice(0, 200),\n },\n evaluation,\n suggestedThreadName: evaluation.passed ? generateThreadName(message) : null,\n });\n }\n\n return c.json({ error: \"Provide content or channelId+messageId\" }, 400);\n});\n\n/**\n * POST /generate-name\n * Test deterministic thread name generation\n */\napp.post(\"/generate-name\", async (c) => {\n const body = await c.req.json();\n\n if (!body.content) {\n return c.json({ error: \"content required\" }, 400);\n }\n\n const mockMessage = {\n id: \"mock\",\n channel_id: \"mock\",\n author: { id: \"mock\", username: body.author ?? \"test\", discriminator: \"0\" },\n content: body.content,\n timestamp: body.timestamp ?? new Date().toISOString(),\n thread: null,\n };\n\n const threadName = generateThreadName(mockMessage);\n const sanitized = sanitizeContent(body.content);\n\n return c.json({\n input: body.content,\n sanitized,\n sanitizedLength: sanitized.length,\n threadName,\n usedFallback: sanitized.length < 10,\n });\n});\n\n/**\n * POST /generate-ai-name\n * Test AI thread name generation\n */\napp.post(\"/generate-ai-name\", async (c) => {\n const body = await c.req.json();\n\n if (!body.content) {\n return c.json({ error: \"content required\" }, 400);\n }\n\n const targetMessage = {\n id: \"mock\",\n channel_id: \"mock\",\n author: { id: \"mock\", username: body.author ?? \"test\", discriminator: \"0\" },\n content: body.content,\n timestamp: new Date().toISOString(),\n thread: null,\n };\n\n const contextMessages = (body.context ?? []).map(\n (ctx: { author?: string; content: string }, i: number) => ({\n id: `ctx-${i}`,\n channel_id: \"mock\",\n author: { id: `ctx-${i}`, username: ctx.author ?? `user${i}`, discriminator: \"0\" },\n content: ctx.content,\n timestamp: new Date().toISOString(),\n thread: null,\n }),\n );\n\n const result = await generateAIThreadName(targetMessage, contextMessages);\n\n return c.json({\n input: {\n content: body.content,\n contextCount: contextMessages.length,\n },\n result: result ?? { error: \"AI generation failed, would use fallback\" },\n fallbackName: generateThreadName(targetMessage),\n });\n});\n\n// Export Hono app for mounting via app.route() in index.ts\n// The .http.ts suffix tells Val Town this is an HTTP trigger\nexport default app;\n",[],[227,568],"038dd572-05d4-11f1-b3d0-42dde27851f2","auth.ts","038dd61c-05d4-11f1-b3d0-42dde27851f2",160,["D",1770654357546],"/**\n * Admin Authentication Middleware\n *\n * Provides Bearer token authentication for admin/test endpoints.\n * Uses timing-safe token comparison to prevent timing attacks.\n */\n\nimport type { Context, Next } from \"https://esm.sh/hono@3.11.7\";\n\n/**\n * Timing-safe string comparison helper.\n * Pads strings to equal length and compares byte-by-byte.\n * Always runs in constant time to prevent timing attacks.\n *\n * @param a - First string to compare\n * @param b - Second string to compare\n * @returns true if strings are equal, false otherwise\n */\nfunction timingSafeEqual(a: string, b: string): boolean {\n // Pad to equal length (prevents length leakage)\n const maxLen = Math.max(a.length, b.length);\n const aPadded = a.padEnd(maxLen, \"\\0\");\n const bPadded = b.padEnd(maxLen, \"\\0\");\n\n // Convert to byte arrays\n const aBytes = new TextEncoder().encode(aPadded);\n const bBytes = new TextEncoder().encode(bPadded);\n\n // XOR all bytes and accumulate (constant time)\n let diff = 0;\n for (let i = 0; i < aBytes.length; i++) {\n diff |= aBytes[i] ^ bBytes[i];\n }\n\n return diff === 0;\n}\n\n/**\n * Log authentication failure with timestamp and client IP.\n * Never logs the actual token value for security.\n *\n * @param c - Hono context\n * @param reason - Reason for auth failure\n */\nfunction logAuthFailure(c: Context, reason: string): void {\n const timestamp = new Date().toISOString();\n const clientIp = c.req.header(\"cf-connecting-ip\") ?? \"unknown\";\n \n console.warn(\n `🔒 [Auth] ${reason} | time=${timestamp} | ip=${clientIp}`\n );\n}\n\n/**\n * Hono middleware that enforces ADMIN_TOKEN bearer authentication.\n *\n * Authorization flow:\n * 1. Check if ADMIN_TOKEN is configured (non-empty after trim)\n * 2. Extract bearer token from Authorization header\n * 3. Compare tokens using timing-safe comparison\n * 4. Log failures with timestamp and IP (never the token value)\n *\n * Response codes:\n * - 500: ADMIN_TOKEN not configured (server misconfiguration)\n * - 401: Invalid or missing authorization header\n *\n * @param c - Hono context\n * @param next - Next middleware in chain\n * @returns Response on auth failure, or continues to next middleware\n */\nexport async function requireAdmin(c: Context, next: Next) {\n const adminToken = Deno.env.get(\"ADMIN_TOKEN\")?.trim();\n\n // 500 if ADMIN_TOKEN not configured\n if (!adminToken) {\n logAuthFailure(c, \"ADMIN_TOKEN not configured\");\n return c.json(\n { error: \"ADMIN_TOKEN not configured\" },\n 500\n );\n }\n\n // Extract bearer token\n const authHeader = c.req.header(\"Authorization\");\n \n if (!authHeader) {\n logAuthFailure(c, \"Missing Authorization header\");\n return c.json({ error: \"Unauthorized\" }, 401);\n }\n\n // Parse \"Bearer <token>\"\n const match = authHeader.match(/^Bearer\\s+(.+)$/);\n \n if (!match) {\n logAuthFailure(c, \"Invalid Authorization header format\");\n return c.json({ error: \"Unauthorized\" }, 401);\n }\n\n const providedToken = match[1];\n\n // Timing-safe comparison\n if (!timingSafeEqual(providedToken, adminToken)) {\n logAuthFailure(c, \"Invalid token\");\n return c.json({ error: \"Unauthorized\" }, 401);\n }\n\n // Auth success - continue to next middleware\n await next();\n}\n",[],[227,576],"6e7ba45a-fd3b-11f0-b28b-42dde27851f2","6e7ba50e-fd3b-11f0-b28b-42dde27851f2","6e3fdb3c-fd3b-11f0-94eb-42dde27851f2",114,["D",1769709214693],"/**\n * Autothread Types\n *\n * Shared type definitions for the autothread system.\n */\n\nimport type { DiscordMessage } from \"../discord.ts\";\n\n// Execution modes for debug/testing\nexport type ExecutionMode = \"plan\" | \"dry_run\" | \"live\";\n\n// Storage namespace for table isolation\nexport type Namespace = \"prod\" | \"sandbox\";\n\n// Run configuration\nexport interface AutothreadConfig {\n mode: ExecutionMode;\n namespace: Namespace;\n enableAI: boolean;\n channelAllowlist: string[] | null;\n maxChannelsPerRun: number;\n maxThreadsPerRun: number;\n maxIterations: number;\n pollIntervalMs: number;\n runDurationMs: number;\n}\n\n// Default configurations\nexport const DEFAULT_CONFIG: AutothreadConfig = {\n mode: \"live\",\n namespace: \"prod\",\n enableAI: false,\n channelAllowlist: null,\n maxChannelsPerRun: 3,\n maxThreadsPerRun: 5,\n maxIterations: 11,\n pollIntervalMs: 5000,\n runDurationMs: 55000,\n};\n\nexport const DEBUG_DEFAULT_CONFIG: Partial<AutothreadConfig> = {\n mode: \"plan\",\n namespace: \"sandbox\",\n maxChannelsPerRun: 1,\n maxThreadsPerRun: 2,\n maxIterations: 1,\n runDurationMs: 10000,\n};\n\n// Table names by namespace\nexport interface TableNames {\n channels: string;\n processed: string;\n stats: string;\n runs: string;\n events: string;\n}\n\nexport function getTableNames(namespace: Namespace): TableNames {\n const suffix = namespace === \"sandbox\" ? \"_sandbox\" : \"\";\n return {\n channels: `autothread_channels_1${suffix}`,\n processed: `autothread_processed_1${suffix}`,\n stats: `autothread_stats_1${suffix}`,\n runs: `autothread_runs_1${suffix}`,\n events: `autothread_events_1${suffix}`,\n };\n}\n\n// Run context (mutable state during a run)\nexport interface RunContext {\n runId: bigint | null;\n threadsCreatedThisRun: number;\n errorsThisRun: number;\n lastError: string | null;\n events: RunEvent[];\n}\n\n// Event for logging/tracing\nexport interface RunEvent {\n timestamp: string;\n level: \"debug\" | \"info\" | \"warn\" | \"error\";\n event: string;\n channelId?: string;\n messageId?: string;\n details?: Record<string, unknown>;\n}\n\n// Planned action (for plan mode)\nexport interface PlannedAction {\n type: \"create_thread\" | \"skip\" | \"cooldown\" | \"error\";\n channelId: string;\n channelName: string;\n messageId?: string;\n reason?: string;\n threadName?: string;\n wouldPostSummary?: boolean;\n}\n\n// Run result\nexport interface RunResult {\n runId: bigint | null;\n status: \"ok\" | \"completed_with_errors\" | \"error\";\n iterations: number;\n threadsCreated: number;\n errorCount: number;\n lastError: string | null;\n plannedActions: PlannedAction[];\n events: RunEvent[];\n durationMs: number;\n}\n\n// AI thread result\nexport interface AIThreadResult {\n threadName: string;\n summary: string | null;\n}\n\n// Gate evaluation result (for debugging)\nexport interface GateEvaluation {\n messageId: string;\n passed: boolean;\n gates: {\n name: string;\n passed: boolean;\n reason?: string;\n }[];\n}\n",[],[227,591,359],"autothread","03c72b42-05d4-11f1-86b4-42dde27851f2","store.ts","6e8bc98e-fd3b-11f0-b5ff-42dde27851f2",166,["D",1770654357964],"/**\n * Autothread Store\n *\n * Database operations for the autothread system with namespace support.\n */\n\nimport { sqlite } from \"https://esm.town/v/stevekrouse/sqlite\";\nimport type { Namespace, TableNames, RunEvent } from \"./types.ts\";\nimport { getTableNames } from \"./types.ts\";\n\nfunction toSqliteTimestamp(date: Date): string {\n // Matches SQLite CURRENT_TIMESTAMP format: \"YYYY-MM-DD HH:MM:SS\" (UTC)\n return date.toISOString().replace(\"T\", \" \").replace(/\\.\\d{3}Z$/, \"\");\n}\n\nexport class AutothreadStore {\n public readonly tables: TableNames;\n\n constructor(public readonly namespace: Namespace) {\n this.tables = getTableNames(namespace);\n }\n\n async initTables(): Promise<void> {\n console.log(\n `💾 [Autothread:${this.namespace}] Initializing database tables`,\n );\n\n await sqlite.execute(`CREATE TABLE IF NOT EXISTS ${this.tables.channels} (\n channel_id TEXT PRIMARY KEY,\n name TEXT NOT NULL,\n topic TEXT,\n last_message_id TEXT,\n last_seen_at DATETIME DEFAULT CURRENT_TIMESTAMP\n )`);\n\n await sqlite.execute(`CREATE TABLE IF NOT EXISTS ${this.tables.processed} (\n channel_id TEXT NOT NULL,\n message_id TEXT NOT NULL,\n thread_id TEXT,\n status TEXT NOT NULL,\n error TEXT,\n processed_at DATETIME DEFAULT CURRENT_TIMESTAMP,\n PRIMARY KEY (channel_id, message_id)\n )`);\n\n // Composite index for cooldown check query (channel_id, status, processed_at)\n await sqlite.execute(\n `CREATE INDEX IF NOT EXISTS idx_${this.tables.processed}_cooldown\n ON ${this.tables.processed} (channel_id, status, processed_at)`,\n );\n\n await sqlite.execute(`CREATE TABLE IF NOT EXISTS ${this.tables.stats} (\n channel_id TEXT NOT NULL,\n date TEXT NOT NULL,\n threads_created INTEGER DEFAULT 0,\n last_thread_at DATETIME,\n PRIMARY KEY (channel_id, date)\n )`);\n\n await sqlite.execute(`CREATE TABLE IF NOT EXISTS ${this.tables.runs} (\n id INTEGER PRIMARY KEY AUTOINCREMENT,\n started_at DATETIME NOT NULL,\n ended_at DATETIME,\n status TEXT NOT NULL,\n mode TEXT,\n iterations INTEGER DEFAULT 0,\n threads_created INTEGER DEFAULT 0,\n error_count INTEGER DEFAULT 0,\n last_error TEXT\n )`);\n\n await sqlite.execute(`CREATE TABLE IF NOT EXISTS ${this.tables.events} (\n id INTEGER PRIMARY KEY AUTOINCREMENT,\n run_id INTEGER,\n ts DATETIME DEFAULT CURRENT_TIMESTAMP,\n level TEXT NOT NULL,\n event TEXT NOT NULL,\n channel_id TEXT,\n message_id TEXT,\n details_json TEXT\n )`);\n\n console.log(`✅ [Autothread:${this.namespace}] Database tables ready`);\n }\n\n // Run tracking\n async startRun(mode: string): Promise<bigint> {\n const result = await sqlite.execute(\n `INSERT INTO ${this.tables.runs} (started_at, status, mode) VALUES (CURRENT_TIMESTAMP, 'running', ?)`,\n [mode],\n );\n return result.lastInsertRowid!;\n }\n\n async endRun(\n runId: bigint,\n status: string,\n iterations: number,\n threadsCreated: number,\n errorCount: number,\n lastError: string | null,\n ): Promise<void> {\n await sqlite.execute(\n `UPDATE ${this.tables.runs} SET\n ended_at = CURRENT_TIMESTAMP,\n status = ?,\n iterations = ?,\n threads_created = ?,\n error_count = ?,\n last_error = ?\n WHERE id = ?`,\n [status, iterations, threadsCreated, errorCount, lastError, runId.toString()],\n );\n }\n\n async getLastRun(): Promise<Record<string, unknown> | null> {\n const result = await sqlite.execute(\n `SELECT * FROM ${this.tables.runs} ORDER BY id DESC LIMIT 1`,\n );\n return (result.rows[0] as Record<string, unknown>) ?? null;\n }\n\n async getRuns(limit = 10): Promise<Record<string, unknown>[]> {\n const result = await sqlite.execute(\n `SELECT * FROM ${this.tables.runs} ORDER BY id DESC LIMIT ?`,\n [limit],\n );\n return result.rows as Record<string, unknown>[];\n }\n\n // Event logging\n async logEvent(runId: bigint | null, event: RunEvent): Promise<void> {\n await sqlite.execute(\n `INSERT INTO ${this.tables.events} (run_id, ts, level, event, channel_id, message_id, details_json)\n VALUES (?, ?, ?, ?, ?, ?, ?)`,\n [\n runId ? runId.toString() : null,\n event.timestamp,\n event.level,\n event.event,\n event.channelId ?? null,\n event.messageId ?? null,\n event.details ? JSON.stringify(event.details) : null,\n ],\n );\n }\n\n async getRunEvents(runId: bigint): Promise<Record<string, unknown>[]> {\n const result = await sqlite.execute(\n `SELECT * FROM ${this.tables.events} WHERE run_id = ? ORDER BY id`,\n [runId.toString()],\n );\n return result.rows as Record<string, unknown>[];\n }\n\n // Channel state\n async getLastMessageId(channelId: string): Promise<string | null> {\n const result = await sqlite.execute(\n `SELECT last_message_id FROM ${this.tables.channels} WHERE channel_id = ?`,\n [channelId],\n );\n if (result.rows.length === 0) return null;\n const row = result.rows[0] as unknown as {\n last_message_id?: string | null;\n };\n return row.last_message_id ?? null;\n }\n\n async updateChannelState(\n channelId: string,\n name: string,\n topic: string | null,\n lastMessageId?: string,\n ): Promise<void> {\n await sqlite.execute(\n `INSERT INTO ${this.tables.channels} (channel_id, name, topic, last_message_id, last_seen_at)\n VALUES (?, ?, ?, ?, CURRENT_TIMESTAMP)\n ON CONFLICT(channel_id) DO UPDATE SET\n name = excluded.name,\n topic = excluded.topic,\n last_message_id = COALESCE(excluded.last_message_id, last_message_id),\n last_seen_at = CURRENT_TIMESTAMP`,\n [channelId, name, topic, lastMessageId ?? null],\n );\n }\n\n async resetChannelCursor(\n channelId: string,\n lastMessageId: string | null,\n ): Promise<void> {\n await sqlite.execute(\n `UPDATE ${this.tables.channels} SET last_message_id = ? WHERE channel_id = ?`,\n [lastMessageId, channelId],\n );\n }\n\n // Message processing\n async tryClaimMessage(\n channelId: string,\n messageId: string,\n status: \"dry_run\" | \"processing\" | \"skipped\" | \"planned\",\n ): Promise<boolean> {\n try {\n await sqlite.execute(\n `INSERT INTO ${this.tables.processed} (channel_id, message_id, status)\n VALUES (?, ?, ?)`,\n [channelId, messageId, status],\n );\n return true;\n } catch (err) {\n if (\n err instanceof Error &&\n err.message.includes(\"UNIQUE constraint failed\")\n ) {\n return false;\n }\n throw err;\n }\n }\n\n async updateMessageStatus(\n channelId: string,\n messageId: string,\n status: \"created\" | \"error\",\n threadId?: string,\n error?: string,\n ): Promise<void> {\n await sqlite.execute(\n `UPDATE ${this.tables.processed}\n SET status = ?, thread_id = ?, error = ?, processed_at = CURRENT_TIMESTAMP\n WHERE channel_id = ? AND message_id = ?`,\n [status, threadId ?? null, error ?? null, channelId, messageId],\n );\n }\n\n async isMessageProcessed(\n channelId: string,\n messageId: string,\n ): Promise<boolean> {\n const result = await sqlite.execute(\n `SELECT 1 FROM ${this.tables.processed} WHERE channel_id = ? AND message_id = ?`,\n [channelId, messageId],\n );\n return result.rows.length > 0;\n }\n\n // Cooldown\n async isChannelOnCooldown(\n channelId: string,\n windowMs: number,\n maxThreads: number,\n ): Promise<boolean> {\n const cutoff = toSqliteTimestamp(new Date(Date.now() - windowMs));\n const result = await sqlite.execute(\n `SELECT COUNT(*) as count FROM ${this.tables.processed}\n WHERE channel_id = ? AND status = 'created' AND processed_at > ?`,\n [channelId, cutoff],\n );\n const row = result.rows[0] as unknown as {\n count?: number | string | bigint;\n };\n const count = Number(row.count ?? 0);\n return count >= maxThreads;\n }\n\n // Stats\n async recordThreadCreated(channelId: string): Promise<void> {\n const today = new Date().toISOString().slice(0, 10);\n await sqlite.execute(\n `INSERT INTO ${this.tables.stats} (channel_id, date, threads_created, last_thread_at)\n VALUES (?, ?, 1, CURRENT_TIMESTAMP)\n ON CONFLICT(channel_id, date) DO UPDATE SET\n threads_created = threads_created + 1,\n last_thread_at = CURRENT_TIMESTAMP`,\n [channelId, today],\n );\n }\n\n async getTodayStats(): Promise<Record<string, unknown>[]> {\n const today = new Date().toISOString().slice(0, 10);\n const result = await sqlite.execute(\n `SELECT channel_id, threads_created, last_thread_at\n FROM ${this.tables.stats} WHERE date = ?\n ORDER BY threads_created DESC`,\n [today],\n );\n return result.rows as Record<string, unknown>[];\n }\n\n // Debug/reset operations\n async getState(): Promise<{\n channels: Record<string, unknown>[];\n recentProcessed: Record<string, unknown>[];\n todayStats: Record<string, unknown>[];\n }> {\n const channels = await sqlite.execute(\n `SELECT * FROM ${this.tables.channels} ORDER BY last_seen_at DESC LIMIT 20`,\n );\n const processed = await sqlite.execute(\n `SELECT * FROM ${this.tables.processed} ORDER BY processed_at DESC LIMIT 50`,\n );\n const stats = await this.getTodayStats();\n return {\n channels: channels.rows as Record<string, unknown>[],\n recentProcessed: processed.rows as Record<string, unknown>[],\n todayStats: stats,\n };\n }\n\n async clearProcessed(\n channelId?: string,\n beforeDate?: string,\n status?: string,\n ): Promise<number> {\n let sql = `DELETE FROM ${this.tables.processed} WHERE 1=1`;\n const args: (string | null)[] = [];\n\n if (channelId) {\n sql += ` AND channel_id = ?`;\n args.push(channelId);\n }\n if (beforeDate) {\n sql += ` AND processed_at < ?`;\n args.push(beforeDate);\n }\n if (status) {\n sql += ` AND status = ?`;\n args.push(status);\n }\n\n const result = await sqlite.execute(sql, args);\n return result.rowsAffected;\n }\n\n async resetAll(): Promise<void> {\n await sqlite.execute(`DELETE FROM ${this.tables.processed}`);\n await sqlite.execute(`DELETE FROM ${this.tables.channels}`);\n await sqlite.execute(`DELETE FROM ${this.tables.stats}`);\n await sqlite.execute(`DELETE FROM ${this.tables.runs}`);\n await sqlite.execute(`DELETE FROM ${this.tables.events}`);\n }\n}\n",[],[227,591,593],"6e8419b4-fd3b-11f0-a1a3-42dde27851f2","runner.ts","6e841a68-fd3b-11f0-a1a3-42dde27851f2",116,["D",1769709214744],"/**\n * Autothread Runner\n *\n * High-level runner that executes the autothread logic with configurable options.\n * Used by both the cron job and debug endpoints.\n */\n\nimport type { DiscordService } from \"../discord.ts\";\nimport { AutothreadStore } from \"./store.ts\";\nimport { pollAndProcessMessages } from \"./logic.ts\";\nimport type {\n AutothreadConfig,\n RunContext,\n RunResult,\n DEFAULT_CONFIG,\n} from \"./types.ts\";\n\nexport async function runAutothread(\n discord: DiscordService,\n config: AutothreadConfig,\n): Promise<RunResult> {\n const startTime = Date.now();\n const store = new AutothreadStore(config.namespace);\n\n // Initialize tables\n await store.initTables();\n\n // Start run tracking\n const runId = await store.startRun(config.mode);\n\n const ctx: RunContext = {\n runId,\n threadsCreatedThisRun: 0,\n errorsThisRun: 0,\n lastError: null,\n events: [],\n };\n\n const allActions: RunResult[\"plannedActions\"] = [];\n let iterationCount = 0;\n\n try {\n // Run polling loop\n while (Date.now() - startTime < config.runDurationMs) {\n if (iterationCount >= config.maxIterations) {\n break;\n }\n\n iterationCount++;\n console.log(\n `🔄 [Autothread:${config.namespace}] Poll iteration ${iterationCount}`,\n );\n\n try {\n const actions = await pollAndProcessMessages(discord, store, config, ctx);\n allActions.push(...actions);\n } catch (err) {\n ctx.errorsThisRun++;\n ctx.lastError = err instanceof Error ? err.message : String(err);\n console.error(`❌ [Autothread] Poll error:`, err);\n }\n\n // Check caps\n if (ctx.threadsCreatedThisRun >= config.maxThreadsPerRun) {\n console.log(`⚠️ [Autothread] Thread cap reached, stopping early`);\n break;\n }\n\n // Wait before next poll (skip if single iteration)\n if (config.maxIterations > 1 && Date.now() - startTime < config.runDurationMs) {\n await new Promise((resolve) => setTimeout(resolve, config.pollIntervalMs));\n }\n }\n } catch (err) {\n ctx.errorsThisRun++;\n ctx.lastError = err instanceof Error ? err.message : String(err);\n }\n\n // Determine final status\n const status =\n ctx.errorsThisRun > 0\n ? \"completed_with_errors\"\n : \"ok\";\n\n // End run tracking\n await store.endRun(\n runId,\n status,\n iterationCount,\n ctx.threadsCreatedThisRun,\n ctx.errorsThisRun,\n ctx.lastError,\n );\n\n // Persist events\n for (const event of ctx.events) {\n await store.logEvent(runId, event);\n }\n\n const durationMs = Date.now() - startTime;\n\n console.log(\n `✅ [Autothread:${config.namespace}] Run complete. Iterations: ${iterationCount}, Threads: ${ctx.threadsCreatedThisRun}, Errors: ${ctx.errorsThisRun}, Duration: ${durationMs}ms`,\n );\n\n return {\n runId,\n status,\n iterations: iterationCount,\n threadsCreated: ctx.threadsCreatedThisRun,\n errorCount: ctx.errorsThisRun,\n lastError: ctx.lastError,\n plannedActions: allActions,\n events: ctx.events,\n durationMs,\n };\n}\n",[],[227,591,601],"7f49c760-02dd-11f1-8d16-42dde27851f2","logic.ts","6e6475d2-fd3b-11f0-ba65-42dde27851f2",123,["D",1770328577165],"/**\n * Autothread Logic\n *\n * Core processing logic for the autothread system.\n * Extracted from autothread.cron.ts to be callable from both cron and debug endpoints.\n */\n\nimport { OpenAI } from \"https://esm.town/v/std/openai\";\nimport type { DiscordChannel, DiscordMessage, DiscordService } from \"../discord.ts\";\nimport { isThreadAlreadyExistsError } from \"../errors.ts\";\nimport type { AutothreadStore } from \"./store.ts\";\nimport type {\n AutothreadConfig,\n RunContext,\n RunEvent,\n PlannedAction,\n AIThreadResult,\n GateEvaluation,\n} from \"./types.ts\";\n\n// Constants\nconst COOLDOWN_WINDOW_MS = 10 * 60 * 1000; // 10 minutes\nconst MAX_THREADS_PER_CHANNEL_PER_WINDOW = 3;\nconst MAX_THREAD_NAME_LENGTH = 97; // Discord allows 100; leave room for \"...\"\nconst MIN_MESSAGE_LENGTH = 10;\n\n// Regex patterns for content filtering\nconst COMMAND_PREFIXES = /^[!/.]/;\nconst EMOJI_ONLY = /^[\\p{Emoji}\\s]+$/u;\nconst LINK_ONLY = /^(<?(https?:\\/\\/\\S+?)>?\\s*)+$/;\nconst MENTION_ONLY = /^(<@!?\\d+>|<@&\\d+>|<#\\d+>|\\s)+$/;\n\n// Helper functions\nexport function sanitizeContent(content: string): string {\n return content.replace(/\\s+/g, \" \").trim();\n}\n\nexport function hasAutothreadTag(topic: string | null | undefined): boolean {\n if (!topic) return false;\n return /\\[autothread(?::[^\\]]+)?\\]/i.test(topic);\n}\n\nexport function hasQuietMode(topic: string | null | undefined): boolean {\n if (!topic) return false;\n return topic.toLowerCase().includes(\"[autothread:quiet]\");\n}\n\nexport function generateThreadName(msg: DiscordMessage): string {\n const sanitized = sanitizeContent(msg.content);\n\n if (sanitized.length >= MIN_MESSAGE_LENGTH) {\n if (sanitized.length > MAX_THREAD_NAME_LENGTH) {\n return sanitized.slice(0, MAX_THREAD_NAME_LENGTH - 3) + \"...\";\n }\n return sanitized;\n }\n\n const timestamp = new Date(msg.timestamp);\n const hours = timestamp.getUTCHours().toString().padStart(2, \"0\");\n const minutes = timestamp.getUTCMinutes().toString().padStart(2, \"0\");\n return `Discussion from ${msg.author.username} @ ${hours}:${minutes}`;\n}\n\n// Gate evaluation\nexport function evaluateMessageGates(msg: DiscordMessage): GateEvaluation {\n const gates: GateEvaluation[\"gates\"] = [];\n\n // Gate 1: Bot check\n const isBot = msg.author.bot === true;\n gates.push({\n name: \"not_bot\",\n passed: !isBot,\n reason: isBot ? \"Author is a bot\" : undefined,\n });\n\n // Gate 2: Already has thread\n const hasThread = !!msg.thread;\n gates.push({\n name: \"no_existing_thread\",\n passed: !hasThread,\n reason: hasThread ? \"Message already has a thread\" : undefined,\n });\n\n const sanitized = sanitizeContent(msg.content);\n\n // Gate 3: Minimum length\n const tooShort = sanitized.length < MIN_MESSAGE_LENGTH;\n gates.push({\n name: \"min_length\",\n passed: !tooShort,\n reason: tooShort\n ? `Content too short (${sanitized.length} < ${MIN_MESSAGE_LENGTH})`\n : undefined,\n });\n\n // Gate 4: Command prefix\n const isCommand = COMMAND_PREFIXES.test(sanitized);\n gates.push({\n name: \"not_command\",\n passed: !isCommand,\n reason: isCommand ? \"Starts with command prefix (!, /, .)\" : undefined,\n });\n\n // Gate 5: Emoji only\n const isEmojiOnly = EMOJI_ONLY.test(sanitized);\n gates.push({\n name: \"not_emoji_only\",\n passed: !isEmojiOnly,\n reason: isEmojiOnly ? \"Contains only emoji\" : undefined,\n });\n\n // Gate 6: Link only\n const isLinkOnly = LINK_ONLY.test(sanitized);\n gates.push({\n name: \"not_link_only\",\n passed: !isLinkOnly,\n reason: isLinkOnly ? \"Contains only links\" : undefined,\n });\n\n // Gate 7: Mention only\n const isMentionOnly = MENTION_ONLY.test(sanitized);\n gates.push({\n name: \"not_mention_only\",\n passed: !isMentionOnly,\n reason: isMentionOnly ? \"Contains only mentions\" : undefined,\n });\n\n return {\n messageId: msg.id,\n passed: gates.every((g) => g.passed),\n gates,\n };\n}\n\nexport function isValidMessageForThread(msg: DiscordMessage): boolean {\n return evaluateMessageGates(msg).passed;\n}\n\n// AI naming\nexport async function generateAIThreadName(\n targetMsg: DiscordMessage,\n contextMessages: DiscordMessage[],\n): Promise<AIThreadResult | null> {\n try {\n const openai = new OpenAI();\n\n const MAX_CONTEXT_CHARS = 3500;\n let contextStr = \"\";\n\n for (const msg of contextMessages) {\n const line = `[${msg.author.username}]: ${sanitizeContent(msg.content)}\\n`;\n if (contextStr.length + line.length > MAX_CONTEXT_CHARS) break;\n contextStr += line;\n }\n\n const targetLine = `>>> [${targetMsg.author.username}]: ${sanitizeContent(targetMsg.content)}`;\n\n const prompt = `You are helping create a Discord thread. Based on the conversation context and the target message (marked with >>>), generate:\n1. A concise thread name (max 100 chars, no quotes, no newlines)\n2. A brief summary (2-4 bullet points) to post as the first message\n\nContext:\n${contextStr}\nTarget message to create thread from:\n${targetLine}\n\nReturn ONLY valid JSON, no markdown, no code fences:\n{\"thread_name\": \"...\", \"summary\": \"• Point 1\\\\n• Point 2\\\\n• Point 3\"}`;\n\n const completion = await openai.chat.completions.create({\n model: \"gpt-4o-mini\",\n messages: [{ role: \"user\", content: prompt }],\n max_tokens: 200,\n temperature: 0.7,\n });\n\n const responseText = completion.choices[0]?.message?.content?.trim();\n if (!responseText) {\n console.warn(`⚠️ [Autothread:AI] Empty response from OpenAI`);\n return null;\n }\n\n let jsonStr = responseText;\n const fenceMatch = jsonStr.match(/```(?:json)?\\s*([\\s\\S]*?)\\s*```/);\n if (fenceMatch) {\n jsonStr = fenceMatch[1];\n }\n const braceMatch = jsonStr.match(/\\{[\\s\\S]*\\}/);\n if (braceMatch) {\n jsonStr = braceMatch[0];\n }\n\n const parsed = JSON.parse(jsonStr);\n\n const threadName = sanitizeContent(String(parsed.thread_name || \"\")).slice(\n 0,\n 100,\n );\n if (!threadName) {\n console.warn(`⚠️ [Autothread:AI] Empty thread_name after sanitization`);\n return null;\n }\n\n let summary: string | null = null;\n if (parsed.summary) {\n const rawSummary = String(parsed.summary).trim();\n if (rawSummary.length > 0) {\n summary =\n rawSummary.length > 2000 ? rawSummary.slice(0, 1997) + \"...\" : rawSummary;\n }\n }\n\n console.log(`🤖 [Autothread:AI] Generated name: \"${threadName}\"`);\n return { threadName, summary };\n } catch (err) {\n console.error(\n `❌ [Autothread:AI] Failed to generate AI name:`,\n err instanceof Error ? err.message : err,\n );\n return null;\n }\n}\n\nexport function gatherContextMessages(\n allMessages: DiscordMessage[],\n targetMsgId: string,\n maxBefore = 4,\n): DiscordMessage[] {\n const targetIndex = allMessages.findIndex((m) => m.id === targetMsgId);\n if (targetIndex === -1) return [];\n const startIndex = Math.max(0, targetIndex - maxBefore);\n return allMessages.slice(startIndex, targetIndex);\n}\n\n// Event helper\nfunction createEvent(\n level: RunEvent[\"level\"],\n event: string,\n channelId?: string,\n messageId?: string,\n details?: Record<string, unknown>,\n): RunEvent {\n return {\n timestamp: new Date().toISOString(),\n level,\n event,\n channelId,\n messageId,\n details,\n };\n}\n\n// Main processing function\nexport async function processChannel(\n channel: DiscordChannel,\n discord: DiscordService,\n store: AutothreadStore,\n config: AutothreadConfig,\n ctx: RunContext,\n): Promise<{ threadsCreated: number; actions: PlannedAction[] }> {\n const actions: PlannedAction[] = [];\n const lastMessageId = await store.getLastMessageId(channel.id);\n\n // Fetch messages using backward pagination\n const allMessages: DiscordMessage[] = [];\n let before: string | undefined = undefined;\n const MAX_PAGES = 3;\n\n for (let page = 0; page < MAX_PAGES; page++) {\n const batch = await discord.getMessages(channel.id, { before, limit: 100 });\n if (batch.length === 0) break;\n\n allMessages.push(...batch);\n const oldestInBatch = batch[batch.length - 1]!.id;\n\n if (lastMessageId && BigInt(oldestInBatch) <= BigInt(lastMessageId)) {\n break;\n }\n before = oldestInBatch;\n }\n\n // Sort oldest-first\n allMessages.sort((a, b) => (BigInt(a.id) < BigInt(b.id) ? -1 : 1));\n\n // Filter to new messages\n const newMessages = lastMessageId\n ? allMessages.filter((m) => BigInt(m.id) > BigInt(lastMessageId))\n : allMessages;\n\n ctx.events.push(\n createEvent(\"debug\", \"channel_scanned\", channel.id, undefined, {\n totalMessages: allMessages.length,\n newMessages: newMessages.length,\n lastMessageId,\n }),\n );\n\n if (newMessages.length === 0) {\n if (config.mode !== \"plan\") {\n await store.updateChannelState(channel.id, channel.name, channel.topic ?? null);\n }\n return { threadsCreated: 0, actions };\n }\n\n // Check cooldown\n const isQuietMode = hasQuietMode(channel.topic);\n const onCooldown = await store.isChannelOnCooldown(\n channel.id,\n COOLDOWN_WINDOW_MS,\n MAX_THREADS_PER_CHANNEL_PER_WINDOW,\n );\n\n if (onCooldown) {\n ctx.events.push(\n createEvent(\"info\", \"channel_on_cooldown\", channel.id),\n );\n actions.push({\n type: \"cooldown\",\n channelId: channel.id,\n channelName: channel.name,\n reason: `Cooldown: ${MAX_THREADS_PER_CHANNEL_PER_WINDOW} threads in ${COOLDOWN_WINDOW_MS / 60000} min`,\n });\n if (config.mode !== \"plan\") {\n await store.updateChannelState(channel.id, channel.name, channel.topic ?? null);\n }\n return { threadsCreated: 0, actions };\n }\n\n let threadsCreated = 0;\n let safelyProcessedUpTo = lastMessageId;\n\n for (const msg of newMessages) {\n if (ctx.threadsCreatedThisRun + threadsCreated >= config.maxThreadsPerRun) {\n ctx.events.push(createEvent(\"warn\", \"thread_cap_reached\"));\n break;\n }\n\n const gateEval = evaluateMessageGates(msg);\n if (!gateEval.passed) {\n const failedGate = gateEval.gates.find((g) => !g.passed);\n actions.push({\n type: \"skip\",\n channelId: channel.id,\n channelName: channel.name,\n messageId: msg.id,\n reason: failedGate?.reason ?? \"Failed gate evaluation\",\n });\n\n if (config.mode !== \"plan\") {\n await store.tryClaimMessage(channel.id, msg.id, \"skipped\");\n safelyProcessedUpTo = msg.id;\n }\n continue;\n }\n\n // In plan mode, just record what would happen\n if (config.mode === \"plan\") {\n const contextMsgs = config.enableAI\n ? gatherContextMessages(allMessages, msg.id, 4)\n : [];\n let threadName = generateThreadName(msg);\n let wouldPostSummary = false;\n\n if (config.enableAI) {\n const aiResult = await generateAIThreadName(msg, contextMsgs);\n if (aiResult) {\n threadName = aiResult.threadName;\n wouldPostSummary = !!aiResult.summary && !isQuietMode;\n }\n }\n\n actions.push({\n type: \"create_thread\",\n channelId: channel.id,\n channelName: channel.name,\n messageId: msg.id,\n threadName,\n wouldPostSummary,\n });\n\n ctx.events.push(\n createEvent(\"info\", \"would_create_thread\", channel.id, msg.id, {\n threadName,\n wouldPostSummary,\n }),\n );\n\n threadsCreated++;\n continue;\n }\n\n // Try to claim message\n const claimStatus = config.mode === \"dry_run\" ? \"dry_run\" : \"processing\";\n const claimed = await store.tryClaimMessage(channel.id, msg.id, claimStatus);\n\n if (!claimed) {\n safelyProcessedUpTo = msg.id;\n continue;\n }\n\n // Generate thread name\n const contextMsgs = config.enableAI\n ? gatherContextMessages(allMessages, msg.id, 4)\n : [];\n let threadName = generateThreadName(msg);\n let summary: string | null = null;\n\n if (config.enableAI) {\n const aiResult = await generateAIThreadName(msg, contextMsgs);\n if (aiResult) {\n threadName = aiResult.threadName;\n summary = aiResult.summary;\n }\n }\n\n // Dry-run: log but don't create thread\n if (config.mode === \"dry_run\") {\n ctx.events.push(\n createEvent(\"info\", \"dry_run_thread\", channel.id, msg.id, {\n threadName,\n hasSummary: !!summary,\n }),\n );\n actions.push({\n type: \"create_thread\",\n channelId: channel.id,\n channelName: channel.name,\n messageId: msg.id,\n threadName,\n wouldPostSummary: !!summary && !isQuietMode,\n });\n threadsCreated++;\n safelyProcessedUpTo = msg.id;\n continue;\n }\n\n // Live mode: actually create thread\n try {\n const thread = await discord.startThreadFromMessage(\n channel.id,\n msg.id,\n threadName,\n );\n\n if (summary && !isQuietMode) {\n try {\n await discord.sendMessage(thread.id, summary);\n } catch (summaryErr) {\n console.warn(\n `⚠️ [Autothread] Failed to post summary:`,\n summaryErr instanceof Error ? summaryErr.message : summaryErr,\n );\n }\n }\n\n await store.updateMessageStatus(channel.id, msg.id, \"created\", thread.id);\n await store.recordThreadCreated(channel.id);\n\n ctx.events.push(\n createEvent(\"info\", \"thread_created\", channel.id, msg.id, {\n threadId: thread.id,\n threadName,\n }),\n );\n\n actions.push({\n type: \"create_thread\",\n channelId: channel.id,\n channelName: channel.name,\n messageId: msg.id,\n threadName,\n });\n\n threadsCreated++;\n safelyProcessedUpTo = msg.id;\n } catch (err) {\n const errorMsg = err instanceof Error ? err.message : String(err);\n\n // Discord 160004: thread already exists for this message — treat as success\n if (isThreadAlreadyExistsError(err)) {\n console.log(\n `ℹ️ [Autothread] Thread already exists for message ${msg.id} in #${channel.name}, marking as created`,\n );\n await store.updateMessageStatus(channel.id, msg.id, \"created\", undefined);\n ctx.events.push(\n createEvent(\"info\", \"thread_already_exists\", channel.id, msg.id),\n );\n safelyProcessedUpTo = msg.id;\n continue;\n }\n\n ctx.errorsThisRun++;\n ctx.lastError = errorMsg;\n\n await store.updateMessageStatus(channel.id, msg.id, \"error\", undefined, errorMsg);\n\n ctx.events.push(\n createEvent(\"error\", \"thread_creation_failed\", channel.id, msg.id, {\n error: errorMsg,\n }),\n );\n\n actions.push({\n type: \"error\",\n channelId: channel.id,\n channelName: channel.name,\n messageId: msg.id,\n reason: errorMsg,\n });\n\n safelyProcessedUpTo = msg.id;\n }\n }\n\n // Update cursor\n if (config.mode !== \"plan\" && safelyProcessedUpTo) {\n await store.updateChannelState(\n channel.id,\n channel.name,\n channel.topic ?? null,\n safelyProcessedUpTo,\n );\n }\n\n return { threadsCreated, actions };\n}\n\n// Poll and process all channels\nexport async function pollAndProcessMessages(\n discord: DiscordService,\n store: AutothreadStore,\n config: AutothreadConfig,\n ctx: RunContext,\n): Promise<PlannedAction[]> {\n const allChannels = await discord.listGuildChannels();\n const textChannels = allChannels.filter((ch) => ch.type === 0);\n\n let autothreadChannels = textChannels.filter(\n (ch) => hasAutothreadTag(ch.topic),\n );\n\n if (autothreadChannels.length === 0) {\n console.log(\n `ℹ️ [Autothread] No channels with [autothread] tag found. Checked ${textChannels.length} text channels. ` +\n `Add \"[autothread]\" to a channel's topic to enable. Sample topics: ${textChannels.slice(0, 5).map((ch) => `#${ch.name}: \"${ch.topic ?? \"(empty)\"}\"`).join(\", \")}`,\n );\n ctx.events.push(\n createEvent(\"info\", \"no_autothread_channels\", undefined, undefined, {\n textChannelCount: textChannels.length,\n sampleChannels: textChannels.slice(0, 5).map((c) => ({\n id: c.id,\n name: c.name,\n topic: c.topic ?? null,\n })),\n }),\n );\n return [];\n }\n\n if (config.channelAllowlist) {\n const beforeAllowlist = autothreadChannels.length;\n autothreadChannels = autothreadChannels.filter((ch) =>\n config.channelAllowlist!.includes(ch.id),\n );\n if (autothreadChannels.length === 0 && beforeAllowlist > 0) {\n console.warn(\n `⚠️ [Autothread] ${beforeAllowlist} channels have [autothread] tag but none match the allowlist: ${config.channelAllowlist.join(\",\")}`,\n );\n }\n }\n\n autothreadChannels = autothreadChannels.slice(0, config.maxChannelsPerRun);\n\n ctx.events.push(\n createEvent(\"info\", \"poll_started\", undefined, undefined, {\n channelCount: autothreadChannels.length,\n channels: autothreadChannels.map((c) => ({ id: c.id, name: c.name, topic: c.topic })),\n }),\n );\n\n console.log(\n `🔍 [Autothread] Found ${autothreadChannels.length} autothread channel(s): ${autothreadChannels.map((c) => `#${c.name}`).join(\", \")}`,\n );\n\n if (autothreadChannels.length === 0) {\n return [];\n }\n\n const allActions: PlannedAction[] = [];\n\n for (const channel of autothreadChannels) {\n if (ctx.threadsCreatedThisRun >= config.maxThreadsPerRun) {\n break;\n }\n\n try {\n const { threadsCreated, actions } = await processChannel(\n channel,\n discord,\n store,\n config,\n ctx,\n );\n ctx.threadsCreatedThisRun += threadsCreated;\n allActions.push(...actions);\n } catch (err) {\n const errorMsg = err instanceof Error ? err.message : String(err);\n ctx.errorsThisRun++;\n ctx.lastError = errorMsg;\n ctx.events.push(\n createEvent(\"error\", \"channel_processing_failed\", channel.id, undefined, {\n error: errorMsg,\n }),\n );\n }\n }\n\n return allActions;\n}\n",[],[227,591,609],"6e7ff7bc-fd3b-11f0-922c-42dde27851f2","6e7ff898-fd3b-11f0-922c-42dde27851f2",115,["D",1769709214705],"/**\n * Autothread Module\n *\n * Main entry point for the autothread system.\n */\n\nexport * from \"./types.ts\";\nexport * from \"./store.ts\";\nexport * from \"./logic.ts\";\nexport * from \"./runner.ts\";\n",[],[227,591,526],"6e77c934-fd3b-11f0-9401-42dde27851f2","6e77ca06-fd3b-11f0-9401-42dde27851f2",113,["D",1769709214509],"# Autothread Debug Console\n\nA testing and debugging infrastructure for the autothread system that enables rapid iteration in Val Town's deploy-to-prod environment.\n\n## Quick Start\n\n1. Set environment variables:\n ```\n ADMIN_TOKEN=your-secret-token\n ENABLE_TEST_API=true\n ```\n\n2. Test in sandbox mode (default - no side effects):\n ```bash\n curl -X POST https://your-val.val.run/api/autothread/debug/run \\\n -H \"Authorization: Bearer $ADMIN_TOKEN\" \\\n -H \"Content-Type: application/json\" \\\n -d '{\"mode\": \"plan\"}'\n ```\n\n## Concepts\n\n### Execution Modes\n\n| Mode | Discord Writes | DB Writes | Use Case |\n|------|----------------|-----------|----------|\n| `plan` | ❌ | ❌ | See what *would* happen without any changes |\n| `dry_run` | ❌ | ✅ | Test DB logic (cursors, claims) without Discord |\n| `live` | ✅ | ✅ | Actually create threads |\n\n### Namespaces\n\n| Namespace | Tables | Use Case |\n|-----------|--------|----------|\n| `sandbox` | `*_sandbox` | Testing - isolated from production |\n| `prod` | `*` | Real data - requires explicit confirmation |\n\n### Safety Guards\n\n- Default: `mode=plan`, `namespace=sandbox`\n- `live` + `prod` requires `confirm: \"LIVE_PROD\"`\n- Resetting prod is blocked\n- Caps are enforced server-side (max 3 iterations, 5 threads)\n\n## Endpoints\n\n### Run Control\n\n#### `POST /run`\nTrigger an autothread run with custom configuration.\n\n```json\n{\n \"mode\": \"plan|dry_run|live\",\n \"namespace\": \"sandbox|prod\",\n \"enableAI\": false,\n \"allowlist\": [\"channel_id_1\", \"channel_id_2\"],\n \"maxChannels\": 1,\n \"maxThreads\": 2,\n \"iterations\": 1,\n \"durationMs\": 10000,\n \"confirm\": \"LIVE_PROD\" // Required for live+prod\n}\n```\n\nResponse includes:\n- `result.plannedActions[]` - What would/did happen\n- `result.events[]` - Detailed event log\n- `result.threadsCreated`, `result.errorCount`\n\n### State Inspection\n\n#### `GET /state?namespace=sandbox`\nReturns channels, recent processed messages, and today's stats.\n\n#### `GET /runs?namespace=sandbox&limit=10`\nList recent runs with their status.\n\n#### `GET /runs/:id/events?namespace=sandbox`\nGet detailed events for a specific run.\n\n### State Manipulation\n\n#### `POST /reset`\nReset all sandbox state.\n```json\n{\"namespace\": \"sandbox\", \"confirm\": \"RESET_SANDBOX\"}\n```\n\n#### `POST /reset-cursor`\nReset a channel's last_message_id cursor.\n```json\n{\"namespace\": \"sandbox\", \"channelId\": \"123\", \"lastMessageId\": null}\n```\n\n#### `POST /clear-processed`\nClear processed messages with filters.\n```json\n{\"namespace\": \"sandbox\", \"channelId\": \"123\", \"status\": \"dry_run\"}\n```\n\n### Component Testing\n\n#### `GET /discord/channels`\nTest Discord API connectivity. Returns all guild channels.\n\n#### `GET /discord/messages?channelId=123&limit=20`\nFetch messages from a channel.\n\n#### `POST /eval-message`\nTest gate evaluation on a message.\n```json\n{\"content\": \"Hello world, this is a test message\", \"isBot\": false}\n```\nor\n```json\n{\"channelId\": \"123\", \"messageId\": \"456\"}\n```\n\n#### `POST /generate-name`\nTest deterministic thread naming.\n```json\n{\"content\": \"This is a long message that will be truncated for the thread name\"}\n```\n\n#### `POST /generate-ai-name`\nTest AI thread naming (requires OPENAI_API_KEY).\n```json\n{\n \"content\": \"Can someone help me with Rust lifetimes?\",\n \"context\": [\n {\"author\": \"alice\", \"content\": \"I'm stuck on this borrow checker error\"},\n {\"author\": \"bob\", \"content\": \"What does the error say?\"}\n ]\n}\n```\n\n## Workflow Examples\n\n### 1. Initial Testing\n```bash\n# See what the system would do\ncurl -X POST .../debug/run -d '{\"mode\":\"plan\"}' -H \"Authorization: Bearer $TOKEN\"\n\n# Check planned actions\n# Look at result.plannedActions\n```\n\n### 2. Test DB Logic\n```bash\n# Run with DB writes but no Discord\ncurl -X POST .../debug/run -d '{\"mode\":\"dry_run\"}' -H \"...\"\n\n# Inspect state\ncurl .../debug/state -H \"...\"\n\n# Reset and try again\ncurl -X POST .../debug/reset -d '{\"confirm\":\"RESET_SANDBOX\"}' -H \"...\"\n```\n\n### 3. Test Specific Channel\n```bash\n# Get channel IDs\ncurl .../debug/discord/channels -H \"...\"\n\n# Run on specific channel\ncurl -X POST .../debug/run -d '{\"allowlist\":[\"123456789\"]}' -H \"...\"\n```\n\n### 4. Debug Gate Failures\n```bash\n# Why was this message skipped?\ncurl -X POST .../debug/eval-message \\\n -d '{\"channelId\":\"123\",\"messageId\":\"456\"}' -H \"...\"\n\n# Test with synthetic content\ncurl -X POST .../debug/eval-message \\\n -d '{\"content\":\"!help\",\"isBot\":false}' -H \"...\"\n# Will show: \"Starts with command prefix (!, /, .)\"\n```\n\n### 5. Test AI Naming\n```bash\ncurl -X POST .../debug/generate-ai-name \\\n -d '{\"content\":\"Question about async/await\",\"context\":[{\"content\":\"Previous discussion\"}]}' \\\n -H \"...\"\n```\n\n## Module Structure\n\n```\nbackend/autothread/\n├── index.ts # Re-exports\n├── types.ts # Type definitions, config defaults\n├── store.ts # Database operations with namespace support\n├── logic.ts # Core processing logic (gates, AI, threading)\n└── runner.ts # High-level runner used by cron and debug\n```\n\nThe cron job (`autothread.cron.ts`) and debug endpoint (`autothread-debug.http.ts`) both use the same underlying `runAutothread()` function, ensuring consistent behavior.\n\n## Environment Variables\n\n| Variable | Required | Description |\n|----------|----------|-------------|\n| `ADMIN_TOKEN` | For debug | Bearer token for debug endpoints |\n| `ENABLE_TEST_API` | For debug | Must be \"true\" to enable debug |\n| `DISCORD_BOT_TOKEN` | Yes | Discord bot authentication |\n| `DISCORD_GUILD_ID` | Yes | Guild to monitor |\n| `AUTOTHREAD_DRY_RUN` | No | Cron dry-run mode |\n| `AUTOTHREAD_ENABLE_AI` | No | Enable AI naming in cron |\n| `AUTOTHREAD_CHANNEL_ALLOWLIST` | No | Comma-separated channel IDs |\n| `OPENAI_API_KEY` | For AI | OpenAI API key (Val Town std lib) |\n",[],[227,591,170],"6e3fda74-fd3b-11f0-94eb-42dde27851f2",108,["D",1769709214301],[289,290,291,292,293,294],[227,591],["D",1750775139475],[288,295,296,297,298,299,300,301,302,303,304],[227],"76a9d8da-fd2d-11f0-9444-42dde27851f2","SKILL.md","76a9d9a2-fd2d-11f0-9444-42dde27851f2","76647b32-fd2d-11f0-9f46-42dde27851f2",102,["D",1769703215113],"---\nname: vt\ndescription: Val Town CLI workflows for pi: verify auth, inspect project status, pull/push changes, tail logs, and open project metadata.\ncompatibility: Requires vt CLI installed via `deno install -grAf jsr:@valtown/vt` and a configured API key.\n---\n\n# Val Town (vt) Skill\n\nUse this skill when working with Val Town projects to verify authentication, sync files, and inspect val status/logs.\n\n## Setup\n\n- Ensure `vt` is installed.\n- Authenticate once via `vt whoami` (prompts for API key). You can also set `VT_API_KEY` in your shell environment.\n\n## Quick Checks\n\n```bash\nvt --help\nvt whoami\nvt status\n```\n\n## Sync\n\n```bash\nvt pull\nvt push\n```\n\n## Inspect\n\n```bash\nvt list\nvt tail <val-name>\nvt logs <val-name>\n```\n\n## Notes\n\n- `vt whoami` and API actions require network access.\n- Prefer `vt status` before `vt push` to avoid accidental overwrites.\n- `vt telemetry` is not a valid command as of vt 0.1.51 (no telemetry subcommand).\n- Available config options (via `vt config options`): `apiKey`, `globalIgnoreFiles`, `dangerousOperations.confirmation`, `editorTemplate`.\n",[],[232,647,648,639],"skills","vt","76647a92-fd2d-11f0-9f46-42dde27851f2","764c04f8-fd2d-11f0-9f46-42dde27851f2",95,["D",1769703215007],[286],[232,647,648],"764c03fe-fd2d-11f0-9f46-42dde27851f2",94,["D",1769703214844],[285],[232,647],["D",1769703214673],[284],[232],"556398c4-aa1b-11f0-8826-0224a6c84d84","deploy.yml","d923c244-aa19-11f0-afea-0224a6c84d84","d900f516-aa19-11f0-8517-0224a6c84d84",91,["D",1760569481534],"name: Deploy to Val Town\n\non:\n push:\n branches: [main]\n\njobs:\n deploy:\n runs-on: ubuntu-latest\n environment: Deploy\n steps:\n - uses: actions/checkout@v4\n\n - name: Setup Deno\n uses: denoland/setup-deno@v2\n with:\n deno-version: v2.x\n\n - name: Install Val Town CLI\n run: deno install -grAf jsr:@valtown/vt\n\n - name: Deploy to Val Town\n run: vt push\n env:\n VAL_TOWN_API_KEY: ${{ secrets.VAL_TOWN_API_KEY }}\n",[],[238,672,664],"workflows","d900f458-aa19-11f0-8517-0224a6c84d84",75,["D",1760568844003],[282],[238,672],["D",1760568843849],[281],[238],"769c109a-046e-11f1-b77c-42dde27851f2","talktriage.md","769c1176-046e-11f1-b77c-42dde27851f2","6e043370-fd3b-11f0-8e3a-42dde27851f2",139,["D",1770500790796],"# TalkTriage Implementation Plan\n\n> **Interesting artifacts and learnings must be written back to this document.**\n\nPlan status: **pre-beads**\n\n## Goal & Motivation\n\nShip **TalkTriage**: a Discord-native, role-gated talk review pipeline.\n\nTarget outcome (MVP): each new submission generates a **review card** in a dedicated `#talk-triage` channel; authorized reviewers can vote, discuss in a thread, and **finalize** (accept/waitlist/decline) via a button-driven flow. Finalization posts a status update to the speaker's channel.\n\n## Scope\n\n### In-scope (MVP)\n- Dedicated triage channel (config-driven)\n- Role-gated reviewer actions (config-driven set of Discord role IDs)\n- Review card message with interactive buttons (vote + discuss)\n- Per-submission review thread (created on demand)\n- \"Action Panel\" message in thread containing **Finalize** buttons (fallback: on card)\n- Persisted votes + status + message/thread IDs in SQLite\n- `/triage` slash command (queue view)\n- Configurable threshold: default **≥3 accept votes** for \"Recommendation\" (and optional finalize gating)\n\n### Explicitly out of scope (this plan)\n- Full web admin dashboard\n- Scheduling/availability flows (TalkSync)\n- Anonymized review mode\n- AI scoring / copilot\n- Discord Gateway (websocket) event ingestion for emoji reaction tracking (we'll use Interactions/buttons)\n\n### Dependencies / External setup\n- Discord application configured with:\n - Interactions endpoint URL\n - Application commands (slash commands)\n - Bot token + permissions\n - Public key for signature verification\n- Discord server has:\n - A dedicated `#talk-triage` channel\n - Reviewer roles whose IDs we can configure\n\n## Codebase Context (existing)\n\n| Area | Files | Notes |\n|---|---|---|\n| HTTP server | `backend/index.ts` | Hono app; current submission flow posts organizer notifications |\n| Discord REST wrapper | `backend/discord.ts` | Currently supports createChannel/createInvite/sendMessage/listGuildChannels/getMessages/startThreadFromMessage |\n| Message templates | `backend/messages.ts` | Plain-text templates only |\n| Config | `backend/config.ts` | Reads Discord env vars; needs extension for TalkTriage env vars |\n| Shared types | `shared/types.ts` | Current submission shape; TalkTriage types may be backend-only initially |\n| Autothread patterns | `backend/autothread/*` | Useful patterns: debug endpoints, \"plan/dry_run/live\", safety guards |\n\n## Architecture: Module Boundaries\n\n### New Files (TalkTriage)\n\n| File | Responsibility | Depends On |\n|---|---|---|\n| `backend/talktriage/index.ts` | Public API; re-exports service functions | service.ts, types.ts |\n| `backend/talktriage/service.ts` | Business logic: createReviewCard, recordVote, finalize, getQueue | db.ts, discord.ts (via interface) |\n| `backend/talktriage/db.ts` | DB queries; no business logic or Discord calls | sqlite |\n| `backend/talktriage/types.ts` | TalkTriage-specific types (not shared with frontend) | — |\n| `backend/talktriage/messages.ts` | Embed/component builders for review cards and notifications | types.ts |\n| `backend/talktriage/interactions.ts` | Hono route: signature verify, routing, role gating | service.ts |\n\n### Layering Rules\n\n1. **Routes** (`interactions.ts`, `backend/index.ts`) → call **Service** (`service.ts`)\n2. **Service** → orchestrates **DB** (`db.ts`) + **Discord** (`backend/discord.ts`)\n3. **DB** and **Discord** are leaf dependencies; they do NOT call each other\n4. **Messages** (`messages.ts`) builds payloads; called by Service before Discord calls\n\n### Dependency Direction\n\n```\nbackend/index.ts (submission flow)\n │\n ▼ optional integration via interface\nbackend/talktriage/service.ts\n │\n ┌────┴────┐\n ▼ ▼\ndb.ts discord.ts (existing)\n```\n\n**Optional integration contract** — Submission flow calls TalkTriage through a single function:\n\n```ts\n// In backend/talktriage/index.ts\nexport async function onSubmissionCreated(submission: TalkSubmission): Promise<void>\n```\n\nIf TalkTriage is disabled (missing config), this function no-ops. The submission flow does NOT import db.ts or messages.ts directly—only the public `onSubmissionCreated` entrypoint.\n\n## Contracts: Key Interfaces\n\n### Review Card Message Structure\n\nBuilt by `backend/talktriage/messages.ts`, consumed by `backend/discord.ts`:\n\n```ts\ninterface ReviewCardPayload {\n embeds: [{\n title: string; // \"🎤 Talk Submission #42\"\n description?: string; // Excerpt of talk_context (truncate to fit embed limits)\n color: number; // Status-based: pending=gray, reviewing=blue, accepted=green, etc.\n fields: [\n { name: \"Speaker\", value: string, inline: true },\n { name: \"Submission\", value: string, inline: true }, // \"Self\" | \"On behalf of …\"\n { name: \"Status\", value: string, inline: true },\n { name: \"Votes\", value: string, inline: false }, // \"✅ 2 | 🤔 1 | ❌ 0\"\n { name: \"Recommendation\", value: string, inline: false }, // Only when threshold met\n { name: \"Speaker Channel\", value: string, inline: false }, // \"<#channel_id>\"\n ];\n footer: { text: string }; // \"Submitted {relative_time}\"\n }];\n components: [ActionRow, ActionRow?]; // Row 1: Vote buttons + Discuss; Row 2 (fallback): Finalize buttons if no thread\n}\n```\n\n### Button custom_id Schema\n\nFormat: `talktriage:<action>:<param1>:<param2>...`\n\n| Action | Format | Example |\n|---|---|---|\n| Vote | `talktriage:vote:<vote_type>:<submission_id>` | `talktriage:vote:accept:42` |\n| Discuss | `talktriage:discuss:<submission_id>` | `talktriage:discuss:42` |\n| Finalize | `talktriage:finalize:<status>:<submission_id>` | `talktriage:finalize:accepted:42` |\n\n**Validation:** Parse with `custom_id.split(':')`, validate prefix is `talktriage`, action is in whitelist, and `submission_id` parses to a finite integer that exists in DB.\n\n### Interaction Response Types\n\n| Scenario | Response Type | Body |\n|---|---|---|\n| PING | `1` (PONG) | `{ type: 1 }` |\n| Immediate ack (fast op) | `4` (CHANNEL_MESSAGE_WITH_SOURCE) | `{ type: 4, data: { content, flags } }` |\n| Deferred (slow op) | `5` or `6` | `{ type: 5 }` or `{ type: 6 }` |\n| Ephemeral error | `4` | `{ type: 4, data: { content, flags: 64 } }` |\n| Update original | Follow-up PATCH | `PATCH /webhooks/{app_id}/{token}/messages/@original` |\n\n### Service Layer Function Signatures\n\n```ts\n// backend/talktriage/service.ts\nexport async function createReviewCard(submission: TalkSubmission): Promise<{ messageId: string }>\nexport async function recordVote(submissionId: number, reviewerId: string, vote: Vote): Promise<Tally>\nexport async function startDiscussion(submissionId: number): Promise<{ threadId: string }>\nexport async function finalize(submissionId: number, status: FinalStatus, byDiscordId: string): Promise<FinalizeResult>\nexport async function getQueue(filter?: StatusFilter): Promise<QueueItem[]>\n\ntype Vote = 'accept' | 'maybe' | 'pass'\ntype FinalStatus = 'accepted' | 'waitlisted' | 'declined'\ntype FinalizeResult = { success: true } | { success: false; reason: 'already_finalized'; currentStatus: FinalStatus }\n```\n\n## Controversial forks (none remaining)\n\n- **Decision locked for MVP:** Use Discord **Interactions** (slash commands + buttons) instead of emoji reaction tracking.\n - Rationale: Val Town + serverless favors HTTP callbacks; finalize buttons require Interactions anyway.\n\n---\n\n## Gates\n\n### Gate: TalkTriage Configuration + Discord prerequisites\n\n**Owner:** `backend/config.ts`\n\n**Deliverables**\n- Env var contract documented\n- `backend/config.ts` extended to export `getTalkTriageConfig()` returning typed config or `null` if disabled\n\n**Config additions (proposed)**\n- `DISCORD_TRIAGE_CHANNEL_ID` (required)\n- `DISCORD_REVIEWER_ROLE_IDS` (required; comma-separated)\n- `DISCORD_PUBLIC_KEY` (required; interactions signature verification)\n- `TALKTRIAGE_MIN_ACCEPT_VOTES` (optional; default `3`)\n- `TALKTRIAGE_ENABLE_FINALIZE_GATING` (optional; if true, only enable finalize when threshold met)\n\n**Acceptance criteria**\n- Startup logs clearly show which TalkTriage features are enabled and what's missing\n- Misconfiguration fails safely (TalkTriage disabled but submissions still work)\n\n**Verification**\n- Manual: deploy with missing vars → see placeholder/disabled logs; submit still succeeds\n- Manual: deploy with all vars → logs show \"TalkTriage enabled\"\n\n---\n\n### Gate: Database schema for TalkTriage\n\n**Owner:** `backend/talktriage/db.ts` (DB layer; no business logic)\n\n**Deliverables**\n- SQLite tables created at startup (migration code in `backend/talktriage/db.ts`, called from `backend/index.ts`)\n\n**Tables (MVP)**\n- `talktriage_review_cards_1` (submission_id PK, triage_channel_id, review_message_id, review_thread_id?, created_at)\n- `talktriage_votes_1` (submission_id, reviewer_discord_id, vote, updated_at; UNIQUE(submission_id, reviewer_discord_id))\n- `talktriage_status_1` (submission_id PK, status, updated_at, updated_by_discord_id)\n- `talktriage_status_history_1` (id AUTOINCREMENT, submission_id, old_status, new_status, changed_by_discord_id, changed_at) — append-only transitions\n\n**Indexes (required for queue queries)**\n- `CREATE INDEX idx_votes_submission ON talktriage_votes_1(submission_id)` — tally aggregation\n- `CREATE INDEX idx_status_status ON talktriage_status_1(status)` — `/triage` filtering by status\n- `CREATE INDEX idx_cards_created ON talktriage_review_cards_1(created_at)` — queue ordering\n\n**Acceptance criteria**\n- Tables exist; inserts/updates are idempotent\n- Constraints prevent double votes per reviewer\n- Indexes exist (verify via `.schema` or EXPLAIN QUERY PLAN)\n\n**Verification**\n- Manual: hit `/api/submissions` once in test env → see rows in `talktriage_*` tables\n\n---\n\n### Gate: Discord REST enhancements for interactive messages\n\n**Owner:** `backend/discord.ts` (shared Discord layer)\n\n**Deliverables**\nExtend `backend/discord.ts` to support the primitives TalkTriage needs.\n\n**Additions (proposed)**\n- `sendMessageWithComponents(channelId, payload: ReviewCardPayload)` — see **Contracts: Review Card Message Structure**\n- `editMessage(channelId, messageId, payload)` — to update tally/status\n- Create thread from message (already exists)\n\n**Acceptance criteria**\n- Able to post a message containing components (buttons)\n- Able to edit that message later\n\n**Verification**\n- Manual: a debug endpoint posts a sample component message to a test channel; clicking buttons triggers interactions (once Gate: interactions endpoint exists)\n\n---\n\n### Gate: Discord Interactions endpoint (foundation)\n\n**Owner:** `backend/talktriage/interactions.ts` (mounts to `backend/index.ts` Hono app)\n\n**Deliverables**\n- New Hono route: `POST /api/discord/interactions`\n- Signature verification (Ed25519) using `DISCORD_PUBLIC_KEY`\n- Handle Discord `PING` interaction\n\n**Security: Signature Verification**\n- Use `discord-interactions` npm package via esm.sh (`https://esm.sh/discord-interactions`) for `verifyKey()`\n- Verification MUST happen before any payload parsing or routing\n- Implementation pattern:\n ```ts\n const signature = c.req.header(\"X-Signature-Ed25519\");\n const timestamp = c.req.header(\"X-Signature-Timestamp\");\n const body = await c.req.text();\n if (!verifyKey(body, signature, timestamp, DISCORD_PUBLIC_KEY)) {\n return c.text(\"Invalid signature\", 401);\n }\n ```\n\n**Architecture: 3-second response constraint**\n- Discord terminates interactions after 3 seconds without response\n- For any operation that may exceed 1.5s (DB writes + Discord API calls), use deferred response pattern:\n 1. Immediately respond with `{ type: 5 }` or `{ type: 6 }` (see below)\n 2. Perform slow operations\n 3. Call `PATCH /webhooks/{app_id}/{interaction_token}/messages/@original` to update\n- **Type 5 vs Type 6:**\n - Type 5 (`DEFERRED_CHANNEL_MESSAGE_WITH_SOURCE`): Use for slash commands (e.g., `/triage`) — shows \"Bot is thinking...\"\n - Type 6 (`DEFERRED_UPDATE_MESSAGE`): Use for button clicks that will update the originating message (e.g., vote buttons updating card tally)\n- Val Town HTTP handlers have 30s timeout; deferred pattern keeps Discord happy within that\n\n**Acceptance criteria**\n- Discord can successfully \"ping\" the endpoint and receive the correct response\n- Invalid signature requests are rejected with 401 before any processing\n\n**Verification**\n- Manual: configure endpoint in Discord developer portal; observe successful verification\n- Manual: curl with invalid sig → 401 (no log noise from payload parsing)\n\n---\n\n### Gate: Command + Component routing (TalkTriage router)\n\n**Owner:** `backend/talktriage/interactions.ts` (route layer → calls Service)\n\n**Deliverables**\n- Interaction router that dispatches:\n - slash commands: `/triage` → `service.getQueue()`\n - component clicks: vote/discuss/finalize buttons → corresponding service functions\n- Role gating: only members whose `member.roles` intersects `DISCORD_REVIEWER_ROLE_IDS` may act\n- Parse `custom_id` per **Contracts: Button custom_id Schema**\n\n**Security: Role validation strategy**\n- **Use interaction payload roles** (`interaction.member.roles[]`) — Discord guarantees freshness at interaction time\n- Do NOT re-fetch member via API (adds latency, rate limit risk, no security benefit)\n- Parse `DISCORD_REVIEWER_ROLE_IDS` once at startup; store as `Set<string>` for O(1) lookup\n- Authorization check: `interaction.member.roles.some(r => reviewerRoleSet.has(r))`\n- Log denied attempts with `user.id` and `user.username` for audit trail\n\n**Security: Input validation**\n- `custom_id` format: use structured IDs like `talktriage:vote:accept:<submission_id>` \n- Validate `custom_id` prefix matches expected action; reject unknown prefixes with 400\n- Validate `submission_id` exists in DB before processing; respond with ephemeral error if not found\n- Vote values: whitelist `accept`, `maybe`, `pass` only\n\n**Acceptance criteria**\n- Unauthorized user gets ephemeral \"no permission\"\n- Authorized user action routes successfully\n- Malformed `custom_id` returns 400, not 500\n\n**Verification**\n- Manual: test with two users: reviewer and non-reviewer\n- Manual: craft invalid `custom_id` via debug endpoint → see 400 + safe log\n\n---\n\n### Gate: Create review card on submission\n\n**Owner:** `backend/index.ts` calls `onSubmissionCreated()` → `backend/talktriage/service.ts`\n\n**Deliverables**\n- `backend/index.ts`: add call to `onSubmissionCreated(submission)` after successful submission (see **Architecture: Module Boundaries**)\n- `backend/talktriage/service.ts`: implement `createReviewCard()` which:\n - Creates initial status (`pending`) in DB\n - Builds payload via `messages.ts` (see **Contracts: Review Card Message Structure**)\n - Posts review card to `DISCORD_TRIAGE_CHANNEL_ID` via `discord.ts`\n - Stores `review_message_id` in `talktriage_review_cards_1`\n\n**Architecture: Idempotency strategy**\n- If submission handler retries after partial failure:\n - Don't create duplicate review cards\n - Pattern: check DB first, create only if missing\n ```\n 1. BEGIN (implicit in Val Town SQLite)\n 2. SELECT review_message_id FROM talktriage_review_cards_1 WHERE submission_id = ?\n 3. IF exists: skip creation, return existing message_id\n 4. ELSE: post message to Discord, INSERT row, return new message_id\n ```\n- Risk: crash between Discord post and DB insert → orphan message in channel\n- Mitigation: `/talktriage rebuild` can reconcile by searching triage channel for orphan cards (see Operational hardening gate)\n\n**Concurrency: Rapid duplicate submissions**\n- Edge case: two HTTP requests for same submission ID arrive simultaneously (network retry, double-click)\n- Val Town SQLite serializes writes; second INSERT will fail on PK constraint\n- Pattern: wrap INSERT in try/catch; on constraint violation, return existing row (treat as success)\n- Discord may receive two card posts in race window; orphan cleanup via rebuild command\n\n**Acceptance criteria**\n- Every new submission produces exactly one triage card\n- Card includes links to the speaker channel\n\n**Verification**\n- Manual: submit twice → two distinct cards; re-run same submission ID is impossible through public API but can be simulated via internal debug endpoint\n\n---\n\n### Gate: Voting + tally + recommendation\n\n**Owner:** `backend/talktriage/service.ts` — `recordVote()` function (see **Contracts: Service Layer Function Signatures**)\n\n**Deliverables**\n- `recordVote()` upserts `talktriage_votes_1` via `db.ts`, returns `Tally`\n- `interactions.ts` calls `recordVote()`, then edits card to show:\n - tally counts\n - recommendation when `accept >= TALKTRIAGE_MIN_ACCEPT_VOTES`\n- Optional: move `pending → reviewing` on first vote\n\n**Architecture: Concurrency handling**\n- SQLite upsert pattern: `INSERT INTO talktriage_votes_1 ... ON CONFLICT(submission_id, reviewer_discord_id) DO UPDATE SET vote=excluded.vote, updated_at=excluded.updated_at`\n- Tally query must run AFTER upsert completes (not cached); use `SELECT vote, COUNT(*) FROM talktriage_votes_1 WHERE submission_id=? GROUP BY vote`\n- Val Town SQLite is single-writer; concurrent requests serialize automatically—no explicit locking needed\n- Message edit is eventually consistent: if two votes arrive simultaneously, last edit wins (tally will be correct)\n\n**Architecture: Partial failure handling**\n- Order of operations: 1) DB upsert 2) compute tally 3) edit Discord message\n- If Discord edit fails after DB write: vote is persisted correctly; card shows stale tally until next interaction\n- Return success to user even if card edit fails (vote was recorded); log warning for monitoring\n- Consider: `/triage rebuild <id>` can force re-render of card from DB state (see Operational hardening gate)\n\n**Architecture: Discord API transient failure handling**\n- Discord REST calls may fail with 5xx or network errors\n- Retry strategy: single immediate retry with 500ms delay for 5xx/network errors only (not 4xx)\n- Implementation: wrap Discord calls in `retryOnce(fn, { retryOn: [500, 502, 503, 504] })`\n- If retry fails: log error with `submission_id` + `discord_error_code`, return ephemeral \"Temporary error, please retry\"\n- Rate limit (429): respect `Retry-After` header if present; otherwise back off 1s. Log `rate_limit` event for monitoring\n\n**Acceptance criteria**\n- Votes are per-reviewer; clicking a different vote overwrites their prior vote\n- Tally is correct under concurrent clicks\n- Threshold is configurable\n\n**Verification**\n- Manual: 3 reviewers click ✅ → card shows recommendation\n- Manual: one reviewer clicks 🤔 → maybe count increments and recommendation may change accordingly\n- Manual: one reviewer changes to ❌ → counts update correctly\n- Manual: simulate Discord API timeout after vote → vote persisted, user sees ephemeral ack, card eventually updates\n\n---\n\n### Gate: Discuss thread + Action Panel + Finalize\n\n**Owner:** `backend/talktriage/service.ts` — `startDiscussion()` + `finalize()` (see **Contracts: Service Layer Function Signatures**)\n\n**Deliverables**\n- `startDiscussion()`: creates thread (if missing), posts/pins:\n - talk summary\n - Action Panel message with finalize buttons\n- **Discuss button behavior:**\n - If thread does not exist: create thread, post summary + Action Panel, return thread link\n - If thread already exists: return existing thread link (no duplicate posts)\n - Response: ephemeral message with \"View discussion: <#thread_id>\" link\n\n**Concurrency: Thread creation race**\n- Two users clicking Discuss simultaneously may both attempt thread creation\n- Pattern: check DB for `review_thread_id` first; if NULL, create thread, then upsert thread ID\n- Use upsert: `UPDATE talktriage_review_cards_1 SET review_thread_id=? WHERE submission_id=? AND review_thread_id IS NULL`\n- If affected rows = 0, another request won; re-query DB for the winning thread ID\n- Discord tolerates duplicate `startThreadFromMessage` calls (returns existing thread), so worst case is two API calls, not two threads\n\n- Finalize buttons:\n - Validate role\n - Validate state transition\n - Update `talktriage_status_1` + append `status_history`\n - Edit triage card: update status badge + **disable all buttons** (set `disabled: true` in component payload)\n - Post speaker notification in speaker channel\n\n**Security: State transition validation**\n- Before finalize: query `talktriage_status_1` for current status\n- Valid transitions only: `pending|reviewing → accepted|waitlisted|declined`\n- Reject finalize on already-finalized submissions with ephemeral \"Already finalized as {status}\"\n- Use optimistic locking: `UPDATE ... WHERE submission_id=? AND status IN ('pending','reviewing')` — check affected rows = 1\n- If affected rows = 0, another finalizer won the race; return ephemeral \"Already finalized\" (not an error)\n\n**Architecture: Speaker channel lookup**\n- Existing flow stores speaker channel in `talk_submissions_3.channel_id` (created on submission)\n- Finalize handler: query `SELECT channel_id FROM talk_submissions_3 WHERE id = ?`\n- If channel_id is NULL or channel was deleted: log warning, skip speaker notification, still mark finalized\n- Speaker notification is best-effort; finalize succeeds even if notification fails\n\n**Finalize gating (optional)**\n- If `TALKTRIAGE_ENABLE_FINALIZE_GATING=true`:\n - Finalize buttons in Action Panel render with `disabled: true` until `accept_votes >= TALKTRIAGE_MIN_ACCEPT_VOTES`\n - When threshold is met: `service.recordVote()` also updates Action Panel message (if thread exists) to enable buttons\n - Non-gated mode (default): finalize buttons always enabled; threshold only controls \"Recommendation\" badge visibility\n\n**Fallback: Finalize without thread**\n- If thread creation fails (Discord API error) or Discuss was never clicked:\n - Finalize buttons remain on the review card (in `components` ActionRow)\n - User can finalize directly from card; no thread required\n - Thread is a convenience, not a prerequisite for finalization\n\n**Acceptance criteria**\n- Finalize is explicit; produces one status change\n- Speaker channel receives appropriate message\n- Finalize works even if no thread exists (buttons on card)\n- Double-finalize attempts get clear ephemeral message, not error\n\n**Verification**\n- Manual: click Discuss, see thread + action panel\n- Manual: click Finalize: Accept; see speaker update + triage card status change\n- Manual: click Finalize again → ephemeral \"Already finalized as accepted\"\n\n---\n\n### Gate: `/triage` command (queue view)\n\n**Owner:** `backend/talktriage/interactions.ts` → `service.getQueue()`\n\n**Deliverables**\n- `getQueue()` returns `QueueItem[]` (see **Contracts: Service Layer Function Signatures**)\n- `interactions.ts` formats as ephemeral Discord message grouped by status\n- Includes aging (days since submission) and quick links\n- **Slash command registration:** One-time manual step via Discord API or developer portal:\n - Register global command: `POST /applications/{app_id}/commands` with:\n ```json\n {\n \"name\": \"triage\",\n \"description\": \"View talk submission queue\",\n \"options\": [{\n \"name\": \"status\",\n \"description\": \"Filter by status\",\n \"type\": 3,\n \"required\": false,\n \"choices\": [\n { \"name\": \"pending\", \"value\": \"pending\" },\n { \"name\": \"reviewing\", \"value\": \"reviewing\" },\n { \"name\": \"accepted\", \"value\": \"accepted\" },\n { \"name\": \"waitlisted\", \"value\": \"waitlisted\" },\n { \"name\": \"declined\", \"value\": \"declined\" }\n ]\n }]\n }\n ```\n - Document in README (see Operational hardening gate)\n\n**Performance: Pagination and size limits**\n- Default limit: 25 items per `/triage` call (covers typical backlog)\n- If queue > 25: show first 25 + footer \"Showing 25 of {total}. Use `/triage status:pending` to filter.\"\n- Query uses indexed `status` column + `ORDER BY created_at ASC LIMIT 26` (fetch 26 to detect overflow)\n- Message formatting: each item ~60 chars → 25 items ≈ 1500 chars (well under 2000 limit)\n\n**Acceptance criteria**\n- Only authorized roles can use `/triage` (role check in `interactions.ts`)\n- Output is readable on mobile (≤2000 chars, no wide tables)\n- Large queues don't timeout or truncate unexpectedly\n\n**Verification**\n- Manual: run `/triage` with 5+ submissions in mixed states\n\n---\n\n### Gate: Operational hardening + docs\n\n**Owner:** `backend/talktriage/service.ts` (rebuild logic), `README.md` (docs)\n\n**Deliverables**\n- Failure recovery:\n - If card exists but message was deleted: admin-only `/talktriage rebuild <id>` (or a debug endpoint) to re-post and re-link\n - If interactions fail: safe error messages + logs\n- Rate limiting / spam prevention for interactions endpoint (basic)\n- Documentation updates:\n - README env vars\n - \"How to register commands\" runbook\n\n**Rebuild command scope (`/talktriage rebuild <submission_id>` or debug endpoint `POST /api/talktriage/rebuild/:id`)**\n- Idempotent operation; safe to run multiple times\n- Actions performed:\n 1. Query DB for submission + current status + vote tally\n 2. If `review_message_id` exists: attempt to edit existing card (may 404 if deleted)\n 3. If edit 404s: post new card to triage channel, update `review_message_id` in DB\n 4. If `review_thread_id` exists but thread deleted: clear thread ID in DB (thread re-created on next Discuss click)\n 5. Log all mutations with `rebuild` event type\n- Does NOT affect: finalized status, vote history, speaker notifications (past actions are immutable)\n\n**Structured error codes (for logging and debugging)**\n| Code | Meaning | User-facing message |\n|---|---|---|\n| `TRIAGE_001` | Signature verification failed | (no response—401) |\n| `TRIAGE_002` | Unauthorized role | \"You don't have permission to do this.\" |\n| `TRIAGE_003` | Submission not found | \"Submission not found.\" |\n| `TRIAGE_004` | Already finalized | \"Already finalized as {status}.\" |\n| `TRIAGE_005` | Discord API error (after retry) | \"Temporary error, please retry.\" |\n| `TRIAGE_006` | Invalid custom_id format | (400—malformed request) |\n\nLog format: `[TRIAGE_XXX] {message} | submission_id={id} user_id={uid}`\n\n**Security: Rate limiting strategy**\n- Primary defense: Discord signature verification rejects forged requests (no external abuse vector)\n- Secondary defense: Discord's own rate limits on user interactions (users can't spam buttons faster than Discord allows)\n- Application-level: no additional rate limiting required for MVP—all requests are authenticated Discord interactions\n- Future consideration: if `/triage` command becomes expensive, add per-user cooldown (e.g., 1 request per 10s stored in memory or blob)\n\n**Acceptance criteria**\n- No hard crash on malformed interactions\n- Clear logs to debug problems\n\n**Verification**\n- Manual: simulate deleted review card → rebuild works\n- Manual: send malformed payload → 400 + safe log\n\n---\n\n## Learnings & Artifacts (write back during execution)\n\n- [x] Deno/Val Town signature verification library choice and gotchas → Use `discord-interactions` via esm.sh; see Gate: Discord Interactions endpoint\n- [ ] Discord component payload limits and layout constraints\n- [x] Interaction response timing constraints (3s) and any need for deferred responses → Use deferred pattern for slow ops; see Gate: Discord Interactions endpoint\n- [x] Best practice for storing `member.roles` vs re-fetching member state → Trust interaction payload roles; see Gate: Command + Component routing\n",[],[244,690,682],"plans","6e6afbbe-fd3b-11f0-b5ff-42dde27851f2","autothread-feature.md","6e6afc7c-fd3b-11f0-b5ff-42dde27851f2",112,["D",1769709214505],"# Auto-Threading Feature Plan\n\n> **Interesting artifacts and learnings must be written back to this document.**\n\n## Overview\n\nAutomatically create Discord threads on messages in channels with `[autothread]` in their topic/description. Uses high-frequency polling (every 2-5 seconds) since Val Town cannot use Discord WebSockets. Thread creation is **immediate** upon detecting new messages. AI uses recent message history (last ~4 messages or 5 minutes) purely for contextual thread naming.\n\n**Key constraints:**\n- Val Town environment (Deno, SQLite, cron triggers)\n- No WebSocket support → high-frequency polling via `vt` cron (2-5 second interval)\n- `valtown-watch` handles auto-sync\n- Use `vt tail` for log observation during development\n\n**Timing model:**\n- Val Town cron triggers every 1 minute (minimum allowed)\n- **Internal polling loop** runs every 2-5 seconds within each cron execution (~55 seconds of polling per run)\n- New messages are threaded **immediately** upon detection\n- Recent message context (last ~4 messages or 5 minutes) gathered only for AI summarization\n- No intentional delay before threading\n\n**Idempotency is critical** because:\n- Multiple poll iterations occur within a single cron run\n- Cron runs may overlap if execution takes longer than expected\n- Same message may be seen across multiple poll iterations\n- DB-based deduplication with optimistic insert is the primary safeguard\n\n---\n\n## Gate 0: Discord API Extension ✅\n\n### Objectives\nExtend the existing `DiscordService` with new endpoints required for auto-threading.\n\n### Scope\n- Add Discord API methods to `backend/discord.ts`\n- Add 429 rate limit handling with retry logic\n\n### Dependencies\n- Existing `backend/discord.ts` infrastructure\n\n### Task List\n\n| Task | Acceptance Criteria |\n|------|---------------------|\n| Add `listGuildChannels()` method | Returns array of `{id, name, type, topic?}` from `GET /guilds/{guild_id}/channels` |\n| Add `getMessages(channelId, options?)` method | Returns messages from `GET /channels/{channel_id}/messages` with `{after?: string, limit?: number}` options, limit clamped to 1-100 |\n| Add `startThreadFromMessage(channelId, messageId, name)` method | Creates thread via `POST /channels/{channel_id}/messages/{message_id}/threads` |\n| Add 429 rate limit handling in `request()` | On 429 response: parse `retry_after`, wait, retry (max 2 retries) |\n| Add TypeScript types for Discord message/channel objects | Types match Discord API v10 response shapes |\n\n### Verification\n\n**Test scenarios:**\n1. `listGuildChannels()` returns channels with correct shape including `topic` field\n2. `getMessages()` respects `after` snowflake parameter and `limit`\n3. `startThreadFromMessage()` creates thread and returns thread ID\n4. Rate limit handling: mock 429 response triggers retry after delay\n5. NoopDiscordService implements all new methods with appropriate logging\n\n**Pass/fail criteria:**\n- All methods return expected types\n- Rate limit retry logic executes correctly (verified via logs in test environment)\n- NoopDiscordService mirrors RealDiscordService interface\n\n**Test organization:**\n- Unit tests: `backend/__tests__/discord.test.ts`\n- Integration tests (manual via `vt tail`): `backend/__tests__/discord.integration.ts`\n\n---\n\n## Gate 1: Database Schema + Dry-Run Cron ✅\n\n### Objectives\nCreate tracking tables and a dry-run cron job that identifies candidate messages without creating threads.\n\n### Scope\n- New SQLite tables for channel tracking and message deduplication\n- New cron file `backend/autothread.cron.ts`\n- Environment variables for configuration\n\n### Dependencies\n- Gate 0 complete\n\n### Task List\n\n| Task | Acceptance Criteria |\n|------|---------------------|\n| Create `autothread_channels` table | Stores `channel_id`, `topic`, `last_seen_at`, `last_message_id` |\n| Create `autothread_processed` table | Stores `channel_id`, `message_id`, `thread_id`, `status`, `error`, `processed_at` with PK on `(channel_id, message_id)` |\n| Create `autothread.cron.ts` entry point | Exports default async function; runs internal loop polling every ~5 seconds for ~55 seconds |\n| Implement channel discovery logic | Fetches guild channels, filters by `[autothread]` in topic |\n| Implement message scanning logic | Fetches last ~20 messages, identifies any not yet processed |\n| Track last-processed message per channel | Store `last_message_id` in `autothread_channels` for efficient polling |\n| Implement dry-run logging | Logs \"would create thread\" for each candidate, inserts `status='dry_run'` |\n| Add `AUTOTHREAD_DRY_RUN` env var | When `true`, skips actual thread creation |\n| Add `AUTOTHREAD_CHANNEL_ALLOWLIST` env var | Comma-separated channel IDs; only process listed channels when set |\n| Add per-run caps | `MAX_CHANNELS_PER_RUN=3`, `MAX_THREADS_PER_RUN=5` |\n\n### Verification\n\n**Test scenarios:**\n1. Channel discovery correctly filters by `[autothread]` in topic (case-insensitive)\n2. Channel allowlist restricts processing to listed channels only\n3. New messages (not in `autothread_processed`) are identified immediately\n4. Already-processed messages (existing in `autothread_processed`) are skipped\n5. `last_message_id` tracking enables efficient incremental polling\n6. Per-run caps prevent runaway processing\n7. Dry-run mode logs candidates but does not call `startThreadFromMessage`\n8. **Idempotency**: Same message seen in consecutive poll iterations is not reprocessed\n9. Internal polling loop runs ~11 iterations (55s / 5s) per cron invocation\n\n**Pass/fail criteria:**\n- Cron runs without error (verified via `vt tail`)\n- Correct messages identified in logs\n- Database rows created with `status='dry_run'`\n- No actual threads created when `AUTOTHREAD_DRY_RUN=true`\n\n**Test organization:**\n- Unit tests: `backend/__tests__/autothread.test.ts` (snowflake math, filtering logic)\n- Integration tests: `backend/__tests__/autothread.integration.ts` (end-to-end dry run)\n- Manual verification: `vt tail` during live dry-run\n\n---\n\n## Gate 2: Thread Creation (No AI) ✅\n\n### Objectives\nActually create threads on identified messages using deterministic naming.\n\n### Scope\n- Implement thread creation logic\n- Deterministic thread naming from message content\n- Idempotent processing via optimistic DB insert\n\n### Dependencies\n- Gate 1 complete\n\n### Task List\n\n| Task | Acceptance Criteria |\n|------|---------------------|\n| Implement deterministic thread naming | First 60 chars of message content, sanitized; fallback to `Discussion from {author} @ {HH:MM}` |\n| Implement optimistic insert pattern | Insert `status='processing'` before API call; skip on PK conflict (critical for idempotency across poll iterations and overlapping cron runs) |\n| Call `startThreadFromMessage()` | Creates thread with deterministic name |\n| Update database on success | Set `status='created'`, store `thread_id` |\n| Update database on failure | Set `status='error'`, store error message |\n| Ignore bot messages | Skip messages where `author.bot === true` |\n| Ignore very short messages | Skip messages with content < 10 characters |\n\n### Verification\n\n**Test scenarios:**\n1. Thread created with correct name (first 60 chars of message)\n2. Fallback naming used when message content is unsuitable\n3. Bot messages are skipped\n4. Short messages (< 10 chars) are skipped\n5. PK conflict in DB correctly prevents duplicate thread creation\n6. API error results in `status='error'` row, not crash\n7. Rate limits handled gracefully with retry\n\n**Pass/fail criteria:**\n- Threads appear in Discord with expected names\n- Database accurately reflects thread creation status\n- No duplicate threads created for same message\n- Errors logged and captured in DB, cron continues\n\n**Test organization:**\n- Unit tests: `backend/__tests__/autothread.test.ts` (naming logic, filtering)\n- Integration tests: Run cron on test channel, verify threads created\n- Manual verification: Check Discord test channel\n\n---\n\n## Gate 3: AI-Powered Thread Naming ✅\n\n### Objectives\nUse OpenAI to generate contextual thread names and summaries from recent messages.\n\n### Scope\n- Gather message context (5 before, 2 after target message)\n- Call OpenAI for thread name + summary\n- Post summary as first message in created thread\n- Graceful fallback to deterministic naming on AI failure\n\n### Dependencies\n- Gate 2 complete\n- `OPENAI_API_KEY` environment variable\n\n### Task List\n\n| Task | Acceptance Criteria |\n|------|---------------------|\n| Add `AUTOTHREAD_ENABLE_AI` env var | When `false` or unset, use deterministic naming |\n| Implement context gathering | Collect last ~4 messages before target (or up to 5 min of history) for context |\n| Create AI prompt for thread naming | Returns `thread_name` (≤100 chars) and `summary` (2-5 bullets) |\n| Call OpenAI API | Use `gpt-4o-mini`, limit tokens appropriately |\n| Create thread with AI name | Use AI-generated name, fallback to deterministic on failure |\n| Post summary in thread | Send AI summary as first message in new thread |\n| Implement token/cost limits | Limit context to ~1000 tokens input |\n| Fallback on AI error | Log error, proceed with deterministic name, skip summary |\n\n### Verification\n\n**Test scenarios:**\n1. AI generates appropriate thread name from context\n2. Thread name respects 100 character Discord limit\n3. Summary is posted as first message in thread\n4. AI failure results in fallback to deterministic name (not crash)\n5. Context gathering correctly selects nearby messages\n6. `AUTOTHREAD_ENABLE_AI=false` skips AI entirely\n\n**Pass/fail criteria:**\n- AI-named threads are contextually relevant\n- Summary provides useful context for thread participants\n- No failures when AI is unavailable/errors\n- Token usage stays within limits\n\n**Test organization:**\n- Unit tests: `backend/__tests__/autothread-ai.test.ts` (context gathering, prompt construction)\n- Integration tests: Run cron with AI enabled on test channel\n- Manual verification: Review AI-generated names and summaries in Discord\n\n---\n\n## Gate 4: Operational Hardening ✅\n\n### Objectives\nProduction-ready safeguards and operational improvements.\n\n### Scope\n- Per-channel cooldowns\n- Ignore rules for commands and special messages\n- Monitoring and alerting\n- Documentation\n\n### Dependencies\n- Gate 3 complete\n\n### Task List\n\n| Task | Acceptance Criteria |\n|------|---------------------|\n| Add per-channel cooldown | No more than 3 threads created per channel per 10 minutes |\n| Add command prefix ignore list | Skip messages starting with `!`, `/`, `.` |\n| Add content filter | Skip messages that are only emoji, links, or mentions |\n| Add `autothread_stats` table | Track threads created per channel per day for monitoring |\n| Implement health check endpoint | `/api/autothread/health` returns last run status, errors |\n| Add README documentation | Document env vars, behavior, and operational considerations |\n| Add channel-specific config | `[autothread:quiet]` disables AI summary posting |\n\n### Verification\n\n**Test scenarios:**\n1. Per-channel cooldown prevents burst thread creation\n2. Command messages (starting with `!`, `/`, `.`) are skipped\n3. Emoji-only and link-only messages are skipped\n4. Stats table accurately tracks daily thread counts\n5. Health endpoint returns meaningful status\n6. `[autothread:quiet]` mode creates threads without summary messages\n\n**Pass/fail criteria:**\n- System operates safely under burst message conditions\n- Operational visibility via health endpoint\n- Documentation is accurate and complete\n\n**Test organization:**\n- Unit tests: `backend/__tests__/autothread-hardening.test.ts`\n- Load tests: Simulate burst of messages, verify caps/cooldowns\n- Manual verification: Review stats and health endpoint\n\n---\n\n## Environment Variables Summary\n\n| Variable | Gate | Required | Description |\n|----------|------|----------|-------------|\n| `DISCORD_BOT_TOKEN` | 0 | Yes | Bot authentication |\n| `DISCORD_GUILD_ID` | 0 | Yes | Guild to monitor |\n| `AUTOTHREAD_DRY_RUN` | 1 | No | Skip actual thread creation when `true` |\n| `AUTOTHREAD_CHANNEL_ALLOWLIST` | 1 | No | Comma-separated channel IDs |\n| `AUTOTHREAD_ENABLE_AI` | 3 | No | Enable AI naming when `true` |\n| `OPENAI_API_KEY` | 3 | For AI | OpenAI API key (Val Town std lib) |\n\n---\n\n## Discord API Reference\n\n| Endpoint | Purpose | Gate |\n|----------|---------|------|\n| `GET /guilds/{guild_id}/channels` | List channels with topics | 0 |\n| `GET /channels/{channel_id}/messages` | Fetch recent messages | 0 |\n| `POST /channels/{channel_id}/messages/{message_id}/threads` | Create thread | 0 |\n| `POST /channels/{thread_id}/messages` | Post summary (existing) | 3 |\n\n---\n\n## Polling Strategy\n\n**Internal loop pattern** (Val Town cron minimum is 1 minute):\n```typescript\nexport default async function() {\n const POLL_INTERVAL_MS = 5000;\n const RUN_DURATION_MS = 55000; // Leave 5s buffer before next cron\n const startTime = Date.now();\n \n while (Date.now() - startTime < RUN_DURATION_MS) {\n await pollAndProcessMessages();\n await new Promise(r => setTimeout(r, POLL_INTERVAL_MS));\n }\n}\n```\n\n**Per-iteration logic:**\n1. Fetch last ~20 messages from each `[autothread]` channel\n2. Compare against `autothread_processed` table to find new messages\n3. Use `last_message_id` in `autothread_channels` for efficient `after` parameter\n4. Thread new messages immediately (optimistic insert prevents duplicates)\n5. Gather last ~4 messages before target for AI context (if AI enabled)\n\n**Snowflake math** (for `after` parameter optimization):\n```typescript\nconst DISCORD_EPOCH = 1420070400000n; // 2015-01-01T00:00:00.000Z\nconst snowflake = ((BigInt(Date.now()) - DISCORD_EPOCH) << 22n).toString();\n```\n\n---\n\n## Learnings & Artifacts\n\n_Record discoveries, gotchas, and useful patterns here during implementation._\n\n- [x] Discord `topic` field is the channel description\n- [x] Thread starter messages have `thread` property when thread exists\n- [x] Rate limits: process channels sequentially to avoid 429s\n- [x] Gate 0: `getMessages()` returns newest-first; Gate 1 must sort by ID for chronological processing\n- [x] Gate 0: Discord limits `getMessages` to 100 messages max per call\n- [x] Gate 0: 429 response `retry_after` may be missing/malformed - added defensive parsing\n- [x] Gate 1: Use insert-first (optimistic insert) for idempotency, not SELECT-then-INSERT (race window)\n- [x] Gate 1: Only advance `last_message_id` cursor past messages fully handled to avoid message loss on caps\n- [x] Gate 1: Always upsert channel state even when no new messages, so channels get registered\n- [x] Gate 2: Pagination must go backwards (newest→oldest) to avoid missing messages when >limit arrive between polls\n- [x] Gate 2: Use same sanitizeContent() for both validation and thread naming to ensure consistency\n- [x] Gate 2: Dry-run inserts `status='dry_run'` rows - switching to live requires clearing/bumping tables\n- [x] Gate 3: AI context must use full `allMessages` (incl. before cursor), not just `newMessages`\n- [x] Gate 3: JSON parsing must handle code fences and extra text from LLM responses\n- [x] Gate 3: Summary must be capped at 2000 chars (Discord message limit)\n- [x] Gate 3: Thread name must be sanitized same as deterministic (sanitizeContent + 100 char limit)\n- [x] Gate 4: `[autothread:quiet]` tag regex must match variants like `[autothread]`, `[autothread:quiet]`\n- [x] Gate 4: Link-only filter must handle multiple links and Discord `<https://...>` format\n- [x] Gate 4: Health endpoint needs `autothread_runs` table to track actual cron run status\n- [x] Gate 4: Cooldown uses sliding window count from PROCESSED_TABLE (threads in last 10 min)\n\n## Debug Infrastructure (Post-Gates)\n\nImplemented a comprehensive debug console for testing in Val Town's deploy-to-prod environment.\n\n### Key Features\n- **Execution modes**: `plan` (no writes), `dry_run` (DB only), `live` (full)\n- **Namespaces**: `sandbox` (isolated testing) vs `prod` (real data)\n- **Manual triggers**: Run autothread on-demand via HTTP endpoints\n- **Component testing**: Test Discord API, AI naming, gate evaluation in isolation\n- **State inspection**: View and manipulate database state\n- **Event logging**: Queryable run history with detailed events\n\n### Files Added\n- `backend/autothread/` - Refactored module structure\n - `types.ts` - Type definitions and config defaults\n - `store.ts` - Database operations with namespace support\n - `logic.ts` - Core processing logic\n - `runner.ts` - High-level runner\n - `README.md` - Documentation\n- `backend/autothread-debug.http.ts` - Debug HTTP endpoints\n\n### Endpoints\n- `POST /api/autothread/debug/run` - Trigger debug run\n- `GET /api/autothread/debug/state` - Inspect DB state\n- `GET /api/autothread/debug/runs` - List run history\n- `POST /api/autothread/debug/eval-message` - Test gate evaluation\n- `POST /api/autothread/debug/generate-ai-name` - Test AI naming\n\nSee `backend/autothread/README.md` for full documentation.\n\n### Deployment Notes\n\nThe debug console is currently on the `auto-threading` branch. To test it:\n\n1. **Merge to main**: Use the Val Town web UI at https://www.val.town/x/colel/rust-nyc-talk-submissions/branch/auto-threading/code/ to merge into main\n2. **After merge**, endpoints will be available at:\n - `https://rustnyc-talks.val.run/api/autothread/debug/`\n - `https://rustnyc-talks.val.run/api/autothread/health`\n\n### Required Environment Variables\n\nSet these in Val Town project settings:\n- `ADMIN_TOKEN` - Bearer token for debug endpoints\n- `ENABLE_TEST_API=true` - Enable debug endpoints\n- `DISCORD_BOT_TOKEN` - Discord bot authentication\n- `DISCORD_GUILD_ID` - Guild to monitor\n- `OPENAI_API_KEY` - For AI naming (optional)\n\n### Bug Fix Applied\n\nFixed export in `backend/autothread-debug.http.ts`:\n- Changed `export default app.fetch` to `export default app`\n- `app.route()` in Hono expects a Hono app instance, not a fetch function\n",[],[244,690,692],"6e0432e4-fd3b-11f0-8e3a-42dde27851f2",106,["D",1769709213905],[278,279],[244,690],"6e5eb64c-fd3b-11f0-9e3d-42dde27851f2","valtown.md","6e5eb700-fd3b-11f0-9e3d-42dde27851f2","6e21bcec-fd3b-11f0-9e3d-42dde27851f2",109,["D",1769709214500],"# Val Town Knowledge Repository\n\n> Living document for Val Town platform patterns, APIs, and best practices. \n> Last updated: 2026-01-29\n\n## Platform Overview\n\nVal Town is a serverless platform that runs TypeScript/JavaScript using the **Deno runtime**. Key characteristics:\n\n- **No filesystem access** - Cannot read/write local files\n- **No FFI** - Cannot call native code \n- **No subprocesses** - Cannot spawn child processes\n- **Network access allowed** - HTTP requests permitted\n- **Top-level await** - Supported natively\n- **ES modules only** - No `require()`, must use `import/export`\n- **Explicit file extensions** - Must include `.ts`, `.tsx`, `.js` in imports\n\n## Val Types (Triggers)\n\n### 1. HTTP Vals (`fileType: \"http\"`)\nHandle HTTP requests. Files typically named `*.http.ts` or `*.http.tsx`.\n\n```ts\nexport default async function(req: Request): Promise<Response> {\n return new Response(\"Hello World\");\n}\n```\n\n### 2. Interval/Cron Vals (`fileType: \"interval\"`)\nRun on schedule. Files typically named `*.cron.ts`.\n\n```ts\nexport default async function(interval: Interval) {\n console.log(\"Cron ran at\", new Date());\n}\n```\n\n**Scheduling limits:**\n- Free plan: Every 15 minutes minimum\n- Pro plan: Every 1 minute minimum\n- Cron expressions evaluated in **UTC timezone**\n\n**Internal polling pattern** (for near-real-time within 1-min cron):\n```ts\nexport default async function() {\n const POLL_INTERVAL_MS = 5000;\n const RUN_DURATION_MS = 55000; // Leave 5s buffer\n const startTime = Date.now();\n \n while (Date.now() - startTime < RUN_DURATION_MS) {\n await pollAndProcess();\n await new Promise(r => setTimeout(r, POLL_INTERVAL_MS));\n }\n}\n```\n\n### 3. Email Vals (`fileType: \"email\"`)\nTriggered by incoming emails. Files typically named `*.email.ts`.\n\n```ts\nexport default async function(email: Email) {\n console.log(\"Received email from:\", email.from);\n}\n```\n\n### 4. Script Vals (`fileType: \"script\"`)\nGeneral-purpose code, can export functions/values.\n\n## Standard Library\n\n### SQLite Storage\n\n```ts\nimport { sqlite } from \"https://esm.town/v/std/sqlite\";\n\n// Create table (idempotent)\nawait sqlite.execute(`\n CREATE TABLE IF NOT EXISTS my_table (\n id INTEGER PRIMARY KEY AUTOINCREMENT,\n name TEXT NOT NULL\n )\n`);\n\n// Query with parameters (ALWAYS use for user input!)\nconst result = await sqlite.execute({\n sql: `SELECT * FROM my_table WHERE id = ?`,\n args: [1]\n});\n\n// Result shape: { columns: string[], rows: any[][], rowsAffected: number, lastInsertRowid: bigint | null }\n\n// Named parameters\nawait sqlite.execute({\n sql: `INSERT INTO my_table (name) VALUES (:name)`,\n args: { name: \"value\" }\n});\n\n// Batch queries (transactional)\nawait sqlite.batch([\n `CREATE TABLE IF NOT EXISTS accounts (id TEXT, balance INTEGER)`,\n { sql: `UPDATE accounts SET balance = balance - :amount WHERE id = 'Bob'`, args: { amount: 10 } },\n { sql: `UPDATE accounts SET balance = balance + :amount WHERE id = 'Alice'`, args: { amount: 10 } }\n]);\n```\n\n**Schema migration pattern:**\n- Val Town has limited `ALTER TABLE` support\n- Preferred: Create new table with `_2`, `_3` suffix, migrate data\n- Or: Use dedicated migration val, version history acts as log\n\n**Limits:**\n- Free: 10MB storage\n- Paid: Up to 1GB\n\n### Blob Storage\n\n```ts\nimport { blob } from \"https://esm.town/v/std/blob\";\n\nawait blob.setJSON(\"myKey\", { hello: \"world\" });\nconst data = await blob.getJSON(\"myKey\");\nconst keys = await blob.list(\"prefix_\");\nawait blob.delete(\"myKey\");\n```\n\n### OpenAI\n\n```ts\nimport { OpenAI } from \"https://esm.town/v/std/openai\";\n\nconst openai = new OpenAI();\nconst completion = await openai.chat.completions.create({\n messages: [{ role: \"user\", content: \"Hello\" }],\n model: \"gpt-4o-mini\",\n max_tokens: 100\n});\n```\n\n### Email\n\n```ts\nimport { email } from \"https://esm.town/v/std/email\";\n\nawait email({\n subject: \"Test\",\n text: \"Hello\",\n html: \"<h1>Hello</h1>\"\n});\n```\n\n## Project Utilities\n\n```ts\nimport { \n readFile, \n serveFile, \n listFiles, \n parseProject \n} from \"https://esm.town/v/std/utils@85-main/index.ts\";\n\n// Serve static files in Hono\napp.get(\"/frontend/*\", (c) => serveFile(c.req.path, import.meta.url));\n\n// Read file content\nconst content = await readFile(\"/frontend/index.html\", import.meta.url);\n\n// List all project files\nconst files = await listFiles(import.meta.url);\n\n// Get project metadata\nconst project = parseProject(import.meta.url);\n// project.username, project.name, project.version, project.branch\n// project.links.self.project (URL to project page)\n```\n\n**Important:** `parseProject` and utilities **only run on server**. Pass to client via HTML injection or API.\n\n## Discord Bot Integration\n\n### Bot Setup\n1. Create app at [Discord Developer Portal](https://discord.com/developers/applications)\n2. Get: Application ID, Public Key, Bot Token\n3. Store as environment variables: `DISCORD_BOT_TOKEN`, `DISCORD_GUILD_ID`\n\n### API Patterns (Direct fetch, not SDK)\n\n```ts\nconst DISCORD_API = \"https://discord.com/api/v10\";\n\nasync function discordRequest<T>(path: string, init: RequestInit): Promise<T> {\n const response = await fetch(`${DISCORD_API}${path}`, {\n ...init,\n headers: {\n \"Authorization\": `Bot ${Deno.env.get(\"DISCORD_BOT_TOKEN\")}`,\n \"Content-Type\": \"application/json\",\n ...init.headers\n }\n });\n \n // Handle rate limits\n if (response.status === 429) {\n const data = await response.json();\n await new Promise(r => setTimeout(r, (data.retry_after ?? 1) * 1000));\n return discordRequest(path, init); // Retry\n }\n \n if (!response.ok) throw new Error(`Discord API error: ${response.status}`);\n return response.json();\n}\n```\n\n### Key Endpoints\n\n| Endpoint | Method | Description |\n|----------|--------|-------------|\n| `/guilds/{guild_id}/channels` | GET | List channels with topics |\n| `/channels/{channel_id}/messages` | GET | Fetch messages (`?after=snowflake&limit=50`) |\n| `/channels/{channel_id}/messages` | POST | Send message |\n| `/channels/{channel_id}/messages/{message_id}/threads` | POST | Create thread from message |\n| `/channels/{channel_id}/invites` | POST | Create invite |\n\n### Slash Commands (Interactions Endpoint)\n\nVal Town can't use WebSockets, so use HTTP Interactions:\n1. Create HTTP val as interactions endpoint\n2. Set URL in Discord Developer Portal → General Information → Interactions Endpoint URL\n3. Handle signature verification\n\n```ts\nimport { verifyDiscordRequest } from \"https://esm.town/v/neverstew/verifyDiscordRequest\";\n\nexport default async function(req: Request) {\n const isValid = await verifyDiscordRequest(req, Deno.env.get(\"discordPublicKey\"));\n if (!isValid) return new Response(\"Invalid signature\", { status: 401 });\n \n const body = await req.json();\n \n // Ping (Discord verification)\n if (body.type === 1) {\n return Response.json({ type: 1 });\n }\n \n // Slash command\n if (body.type === 2) {\n return Response.json({\n type: 4,\n data: { content: \"Pong!\" }\n });\n }\n}\n```\n\n### Register Slash Commands\n\n```ts\nimport { registerDiscordSlashCommand } from \"https://esm.town/v/neverstew/registerDiscordSlashCommand\";\n\nawait registerDiscordSlashCommand(\n Deno.env.get(\"discordAppId\"),\n Deno.env.get(\"discordBotToken\"),\n { name: \"ping\", description: \"Say hi to your bot\" }\n);\n```\n\n## TypeScript SDK\n\nFor programmatic Val Town access:\n\n```ts\nimport ValTown from \"@valtown/sdk\";\n\nconst client = new ValTown({ bearerToken: \"...\" });\n\n// List vals\nfor await (const val of client.me.vals.list()) {\n console.log(val.name);\n}\n\n// Run val\nconst result = await client.vals.execute(\"username/valName\");\n```\n\n## Best Practices\n\n### Error Handling\n```ts\napp.onError((err, c) => {\n throw err; // Re-throw to see full stack traces\n});\n```\n\n### Environment Variables\n```ts\nconst token = Deno.env.get(\"MY_SECRET\");\n// Never bake secrets into code!\n```\n\n### Imports\n- Use `https://esm.sh` for npm packages (works server + browser)\n- Pin versions: `https://esm.sh/react@18.2.0`\n- React deps must all pin same version: `?deps=react@18.2.0,react-dom@18.2.0`\n\n### Redirects\n```ts\n// Response.redirect is broken in Val Town\nreturn new Response(null, { \n status: 302, \n headers: { Location: \"/new-path\" } \n});\n```\n\n### Client-Side Error Debugging\n```html\n<script src=\"https://esm.town/v/std/catch\"></script>\n```\n\n## Common Gotchas\n\n1. **No `__dirname`/`__filename`** - Use `import.meta.url` instead\n2. **No Deno KV** - Use SQLite or Blob storage\n3. **No `alert()`/`prompt()`/`confirm()`** - Browser APIs not available\n4. **Cold starts ~100ms+** - First request slower\n5. **Shared code** - Files in `shared/` must work in both frontend and backend (no `Deno` keyword)\n\n## Townie AI Assistant\n\nVal Town's built-in AI (Townie) has full MCP access:\n- List, search, create vals\n- Read, write, run files\n- Query SQLite/Blob storage\n- Read logs and configure crons\n\nSystem prompt available at: https://val.town/townie/system-prompt\n\n## Development Tools\n\n- **Val Town CLI (`vt`)**: Deploy from terminal, `vt tail` for logs, `vt watch` for auto-sync\n- **valtown-watch**: Auto-sync local changes\n- **LibSQL Studio**: Database viewer (recommended)\n\n## Resources\n\n- Docs: https://docs.val.town\n- SDK Docs: https://sdk.val.town\n- Discord: https://discord.val.town\n- TypeScript SDK: `@valtown/sdk`\n",[],[244,713,705],"knowledge","6e21bc38-fd3b-11f0-9e3d-42dde27851f2",107,["D",1769709214101],[276],[244,713],"76fdb34a-046e-11f1-9358-42dde27851f2","discord-native-review-pipeline.md","76fdb3ea-046e-11f1-9358-42dde27851f2","766b3312-046e-11f1-bb90-42dde27851f2",149,["D",1770500790791],"# Feature Concept: Discord-Native Review Pipeline\n\n## TL;DR\n\n**Feature Name: TalkTriage** — _Review talks where you already talk_\n\nA Discord-native review pipeline that lets event organizers triage, discuss, score, and decide on talk submissions entirely within Discord using reactions, slash commands, and automated status tracking.\n\n---\n\n## The Problem\n\nRust NYC (and similar meetups) receives talk submissions via a web form. A Discord channel is auto-created for each submission, but **organizer review happens outside Discord**:\n\n- Organizers maintain a separate spreadsheet to track status\n- Voting happens in ad-hoc DMs or calls\n- Status updates require manual cross-referencing\n- Context-switching between Discord ↔ spreadsheet kills momentum\n\n**Result:** Submissions go stale, speakers wait weeks for responses, and organizers lose track.\n\n---\n\n## North-Star User Experience (5 Steps)\n\n1. **📨 Submission arrives** → Bot posts a \"review card\" to `#organizer-inbox` with speaker name, abstract, and reaction buttons (✅ 🤔 ❌ 📅)\n\n2. **🗳️ Organizers react** → Each reaction is a vote. After 3+ votes, bot auto-updates the card with a tally: \"2 Accept, 1 Maybe, 0 Reject\"\n\n3. **🧵 Discussion happens in threads** → Clicking \"Discuss\" (💬 reaction) opens a thread from the card. All context stays together.\n\n4. **📊 `/triage` shows the queue** → Running `/triage` shows a ranked list: talks sorted by score, grouped by status (Pending, Under Review, Accepted, Waitlist, Declined)\n\n5. **🎯 `/talk status <id>` controls the lifecycle** → Organizers run `/talk accept 42` to accept talk #42. Bot auto-notifies the speaker in their channel: \"🎉 Your talk has been accepted for April 15th!\"\n\n---\n\n## Why It's Uniquely Valuable vs. Spreadsheets\n\n| Spreadsheet Pain | TalkTriage Solution |\n|------------------|---------------------|\n| Context-switching to view abstracts | Review card embeds full context inline |\n| Manual vote tallying | Real-time reaction aggregation |\n| Status out of sync with reality | Single source of truth in Discord |\n| Speaker notification is manual | Automated lifecycle notifications |\n| Hard to see who reviewed what | Transparent voting with organizer attribution |\n| No audit trail | Threaded discussion persisted forever |\n\n**Killer differentiator:** Organizers never leave Discord. The tool is invisible — it's just reactions and two slash commands.\n\n---\n\n## Architecture Overview\n\n### New Capabilities Required\n\n| Capability | Implementation | File Impact |\n|------------|----------------|-------------|\n| Review card embeds | Rich embed with reactions | `backend/messages.ts` L1-80 |\n| Reaction tracking | Webhook or polling + state | New: `backend/reactions.ts` |\n| Vote tallying | SQLite table for votes | `backend/index.ts` new table |\n| `/triage` command | Discord slash command | New: `backend/commands/triage.ts` |\n| `/talk` command | Discord slash command suite | New: `backend/commands/talk.ts` |\n| Status lifecycle | State machine per talk | New: `backend/talk-state.ts` |\n| Speaker notifications | Extend `welcomeMessage` flow | `backend/messages.ts` |\n\n### Database Schema Extension\n\n```sql\nCREATE TABLE talk_reviews (\n id INTEGER PRIMARY KEY AUTOINCREMENT,\n submission_id INTEGER NOT NULL,\n organizer_discord_id TEXT NOT NULL,\n vote TEXT CHECK(vote IN ('accept', 'maybe', 'reject', 'schedule')),\n created_at DATETIME DEFAULT CURRENT_TIMESTAMP,\n FOREIGN KEY (submission_id) REFERENCES talk_submissions_3(id),\n UNIQUE(submission_id, organizer_discord_id)\n);\n\nCREATE TABLE talk_status (\n submission_id INTEGER PRIMARY KEY,\n status TEXT CHECK(status IN ('pending', 'reviewing', 'accepted', 'waitlist', 'declined', 'scheduled')),\n scheduled_date DATE,\n updated_at DATETIME DEFAULT CURRENT_TIMESTAMP,\n updated_by TEXT,\n FOREIGN KEY (submission_id) REFERENCES talk_submissions_3(id)\n);\n```\n\n### Reaction Mapping\n\n| Emoji | Vote | Meaning |\n|-------|------|---------|\n| ✅ | `accept` | I want this talk |\n| 🤔 | `maybe` | Needs discussion |\n| ❌ | `reject` | Not a fit |\n| 📅 | `schedule` | Ready to schedule now |\n| 💬 | — | Open discussion thread |\n\n---\n\n## Success Metrics\n\n| Metric | Baseline | Target |\n|--------|----------|--------|\n| Time-to-first-review | Unknown (no tracking) | < 48 hours |\n| Time-to-decision | ~2 weeks (estimate) | < 7 days |\n| Review participation rate | Unknown | 100% of organizers |\n| Speaker satisfaction (survey) | N/A | 4.5+ / 5 |\n| Spreadsheet usage | Primary tool | Eliminated |\n\n**Leading indicator:** Number of reactions per submission within 24 hours of posting.\n\n---\n\n## Mock Press Release\n\n### Headline\n\n**Rust NYC Meetup Eliminates Review Spreadsheets with Discord-Native Talk Triage**\n\n### Subhead\n\n_New open-source tool lets event organizers review, vote, and accept talk submissions without leaving Discord_\n\n### Paragraph 1\n\n**NEW YORK, NY** — Rust NYC today announced TalkTriage, a Discord-native review pipeline that replaces spreadsheets and email threads with emoji reactions and slash commands. Event organizers can now review talk submissions, vote on acceptance, and notify speakers — all within the Discord server where their community already lives.\n\n### Paragraph 2\n\nTalkTriage solves a persistent pain point for tech meetups: the context-switching tax of managing submissions. When a talk is submitted via the existing web form, a \"review card\" automatically appears in a private organizer channel. Organizers vote with reaction emojis (✅ to accept, 🤔 to discuss, ❌ to pass). The bot tallies votes in real time and, when consensus is reached, a single slash command (`/talk accept 42`) updates the status and notifies the speaker — no spreadsheet required.\n\n### Paragraph 3\n\n\"We were drowning in tabs,\" said Cole Lawrence, Rust NYC organizer. \"Discord for discussion, Google Sheets for tracking, email for speaker updates. TalkTriage collapses all of that into reactions and two commands. Our time-to-decision dropped from two weeks to under four days.\"\n\n### Quote\n\n> \"The best workflow tool is the one you don't notice. TalkTriage is invisible — it's just Discord, but now it does the job of three other tools.\"\n>\n> — Cole Lawrence, Rust NYC Organizer\n\n### FAQ Bullets\n\n- **Q: Does this require a separate bot?** \n A: No. TalkTriage extends the existing Rust NYC submission bot with new capabilities.\n\n- **Q: Can speakers see organizer votes?** \n A: No. The `#organizer-inbox` channel is private. Speakers only see status updates in their own channel.\n\n- **Q: What if we disagree?** \n A: The 💬 reaction opens a threaded discussion on the review card. Resolve it there, then vote.\n\n- **Q: Can we customize the voting threshold?** \n A: Yes. Configure the minimum votes required to auto-suggest a decision (default: 3).\n\n- **Q: Is this open source?** \n A: Yes. The full implementation is available at [github.com/colelawrence/rust-nyc-talk-submissions](https://github.com/colelawrence/rust-nyc-talk-submissions).\n\n---\n\n## Remaining Work\n\nFor the orchestrator to hand off:\n\n1. **Design slash command registration flow** — Discord requires registering commands with the API; determine if we use guild-specific or global commands\n2. **Choose reaction tracking strategy** — Gateway (websocket) vs. polling vs. interaction webhooks\n3. **Define permission model** — Who can run `/talk accept`? Role-based?\n4. **Create embed message templates** — Design the review card visual layout\n5. **Write migration script** — Backfill existing submissions into `talk_status`\n6. **Integration tests** — Test reaction → vote → status lifecycle end-to-end\n",[],[244,437,720],"766b3254-046e-11f1-bb90-42dde27851f2",133,["D",1770500790478],[274],[244,437],"76b327c6-046e-11f1-b6fd-42dde27851f2","integrations-platform.md","76b32898-046e-11f1-b6fd-42dde27851f2","766199ec-046e-11f1-990f-42dde27851f2",144,["D",1770500790788],"# Rust NYC Integrations Platform: \"Connect\"\n\n> **Status**: PR-Ready Concept \n> **Author**: Integration Design Task \n> **Date**: 2026-02-06\n\n---\n\n## Executive Summary\n\n**Connect** is a first-party integrations platform for the Rust NYC Talk Submission System. It provides a unified, secure interface for external tools to access talk data, receive real-time notifications, and export schedules—enabling organizers to build custom workflows without modifying the core system.\n\n---\n\n## 1. Core Primitives\n\n### 1.1 API Keys\n\n| Field | Description |\n|-------|-------------|\n| `key_id` | Public identifier (prefix: `rnc_`) |\n| `key_hash` | bcrypt hash of secret portion |\n| `name` | Human-readable label |\n| `scopes` | Permission array: `[\"submissions:read\", \"webhooks:manage\", \"exports:create\"]` |\n| `created_by` | Discord user ID of creator |\n| `expires_at` | Optional expiration timestamp |\n| `last_used_at` | Audit timestamp |\n\n**Key format**: `rnc_live_<24-char-random>` (production) / `rnc_test_<24-char-random>` (test mode)\n\n**Schema addition** (`backend/index.ts`, new table):\n```sql\nCREATE TABLE IF NOT EXISTS api_keys_1 (\n id INTEGER PRIMARY KEY AUTOINCREMENT,\n key_id TEXT UNIQUE NOT NULL,\n key_hash TEXT NOT NULL,\n name TEXT NOT NULL,\n scopes TEXT NOT NULL, -- JSON array\n created_by TEXT NOT NULL,\n expires_at DATETIME,\n last_used_at DATETIME,\n created_at DATETIME DEFAULT CURRENT_TIMESTAMP\n);\n```\n\n### 1.2 Webhooks\n\n| Field | Description |\n|-------|-------------|\n| `id` | Auto-increment ID |\n| `url` | HTTPS endpoint (must be TLS) |\n| `events` | Array: `[\"submission.created\", \"submission.updated\", \"talk.scheduled\"]` |\n| `secret` | HMAC-SHA256 signing secret |\n| `api_key_id` | Owning API key |\n| `active` | Boolean toggle |\n| `failure_count` | Consecutive failures (disable at 10) |\n\n**Webhook payload structure**:\n```json\n{\n \"event\": \"submission.created\",\n \"timestamp\": \"2026-02-06T13:57:40Z\",\n \"data\": { /* TalkSubmission object */ },\n \"signature\": \"sha256=...\"\n}\n```\n\n**Schema addition**:\n```sql\nCREATE TABLE IF NOT EXISTS webhooks_1 (\n id INTEGER PRIMARY KEY AUTOINCREMENT,\n url TEXT NOT NULL,\n events TEXT NOT NULL, -- JSON array\n secret TEXT NOT NULL,\n api_key_id INTEGER REFERENCES api_keys_1(id),\n active BOOLEAN DEFAULT true,\n failure_count INTEGER DEFAULT 0,\n created_at DATETIME DEFAULT CURRENT_TIMESTAMP\n);\n```\n\n---\n\n## 2. API Endpoints\n\nAll endpoints require `Authorization: Bearer rnc_live_...` header.\n\n### 2.1 Read Operations\n\n| Endpoint | Scope | Description |\n|----------|-------|-------------|\n| `GET /api/v1/submissions` | `submissions:read` | List all submissions with pagination |\n| `GET /api/v1/submissions/:id` | `submissions:read` | Get single submission |\n| `GET /api/v1/schedule` | `submissions:read` | Get scheduled talks with dates |\n\n### 2.2 Export Operations\n\n| Endpoint | Scope | Format |\n|----------|-------|--------|\n| `GET /api/v1/exports/submissions.csv` | `exports:create` | CSV download |\n| `GET /api/v1/exports/submissions.json` | `exports:create` | JSON array |\n| `GET /api/v1/exports/schedule.ics` | `exports:create` | iCalendar feed |\n\n**CSV columns**: `id,speaker_name,talk_context,is_on_behalf,submitter_name,discord_channel_id,created_at,scheduled_date`\n\n### 2.3 Webhook Management\n\n| Endpoint | Scope | Description |\n|----------|-------|-------------|\n| `POST /api/v1/webhooks` | `webhooks:manage` | Register new webhook |\n| `GET /api/v1/webhooks` | `webhooks:manage` | List webhooks |\n| `DELETE /api/v1/webhooks/:id` | `webhooks:manage` | Remove webhook |\n| `POST /api/v1/webhooks/:id/test` | `webhooks:manage` | Send test event |\n\n---\n\n## 3. Example Integrations\n\n### 3.1 Notion Database Sync\n\n```typescript\n// Zapier/Make webhook handler\napp.post(\"/api/webhooks/notion-sync\", async (c) => {\n const payload = await c.req.json();\n if (payload.event === \"submission.created\") {\n await notionClient.pages.create({\n parent: { database_id: NOTION_DB_ID },\n properties: {\n \"Speaker\": { title: [{ text: { content: payload.data.speaker_name }}] },\n \"Context\": { rich_text: [{ text: { content: payload.data.talk_context }}] },\n \"Discord\": { url: payload.data.discord_invite_link },\n \"Status\": { select: { name: \"New\" } }\n }\n });\n }\n});\n```\n\n### 3.2 Google Sheets Export\n\n```bash\n# Cron job or manual trigger\ncurl -H \"Authorization: Bearer rnc_live_...\" \\\n \"https://rustnyc-talks.val.run/api/v1/exports/submissions.csv\" \\\n | google-sheets-append --spreadsheet-id=... --sheet=\"Submissions\"\n```\n\n### 3.3 Calendar Integration\n\n```html\n\n<a href=\"webcal://rustnyc-talks.val.run/api/v1/exports/schedule.ics?key=rnc_live_...\">\n Add to Calendar\n</a>\n```\n\n### 3.4 Slack Notification Bot\n\n```typescript\n// Webhook endpoint receives events\nasync function handleWebhook(event: WebhookPayload) {\n if (event.event === \"talk.scheduled\") {\n await slack.chat.postMessage({\n channel: \"#rust-nyc-talks\",\n text: `📅 \"${event.data.speaker_name}\" scheduled for ${event.data.scheduled_date}!`,\n unfurl_links: false\n });\n }\n}\n```\n\n---\n\n## 4. Security Model\n\n### 4.1 Authentication\n\n1. **API Key validation**: Extract from `Authorization: Bearer` header\n2. **Hash verification**: Compare bcrypt hash against stored `key_hash`\n3. **Expiration check**: Reject if `expires_at < NOW()`\n4. **Scope enforcement**: Check required scope for endpoint\n\n### 4.2 Webhook Security\n\n1. **TLS only**: Reject non-HTTPS URLs at registration\n2. **HMAC signing**: `X-Signature: sha256=HMAC(secret, rawBody)`\n3. **Timestamp header**: `X-Timestamp` for replay protection (5-min window)\n4. **Auto-disable**: Deactivate webhook after 10 consecutive failures\n\n### 4.3 Rate Limiting\n\n| Scope | Limit |\n|-------|-------|\n| Per API key | 100 req/min |\n| Webhook deliveries | 10 req/sec per endpoint |\n| Export endpoints | 10 req/hour |\n\n### 4.4 Audit Logging\n\n```sql\nCREATE TABLE IF NOT EXISTS api_audit_log_1 (\n id INTEGER PRIMARY KEY AUTOINCREMENT,\n api_key_id INTEGER,\n endpoint TEXT NOT NULL,\n method TEXT NOT NULL,\n status_code INTEGER,\n ip_address TEXT,\n created_at DATETIME DEFAULT CURRENT_TIMESTAMP\n);\n```\n\n---\n\n## 5. Success Metrics\n\n| Metric | Target (90 days) | Measurement |\n|--------|------------------|-------------|\n| API keys created | 10+ | COUNT in `api_keys_1` |\n| Webhooks registered | 5+ | COUNT in `webhooks_1` |\n| Export downloads/week | 20+ | Audit log COUNT |\n| Webhook delivery success rate | >99% | Failures / Total |\n| P95 API latency | <200ms | Timing middleware |\n| Integration partners mentioned | 2+ | Manual tracking |\n\n---\n\n## 6. Implementation Phases\n\n### Phase 1: Foundation (Week 1)\n- [ ] API key table + CRUD endpoints\n- [ ] Auth middleware (`backend/middleware/auth.ts`)\n- [ ] Basic `GET /api/v1/submissions` with API key auth\n\n### Phase 2: Exports (Week 2)\n- [ ] CSV export endpoint\n- [ ] JSON export endpoint\n- [ ] iCalendar feed (requires `scheduled_date` column)\n\n### Phase 3: Webhooks (Week 3)\n- [ ] Webhook registration endpoints\n- [ ] Event dispatch on submission create (`backend/index.ts:70-90`)\n- [ ] Retry logic with exponential backoff\n- [ ] Signature verification guide\n\n### Phase 4: Polish (Week 4)\n- [ ] Rate limiting middleware\n- [ ] Audit logging\n- [ ] Developer documentation page\n- [ ] API key management UI (organizer-only)\n\n---\n\n## 7. Type Additions\n\n**File**: `shared/types.ts` (add after line 24)\n\n```typescript\n// --- Integrations Platform Types ---\n\nexport type ApiKeyScope = \"submissions:read\" | \"webhooks:manage\" | \"exports:create\";\n\nexport interface ApiKey {\n id: number;\n key_id: string; // e.g., \"rnc_live_abc123...\"\n name: string;\n scopes: ApiKeyScope[];\n created_by: string;\n expires_at?: string;\n last_used_at?: string;\n created_at: string;\n}\n\nexport type WebhookEvent = \"submission.created\" | \"submission.updated\" | \"talk.scheduled\";\n\nexport interface Webhook {\n id: number;\n url: string;\n events: WebhookEvent[];\n api_key_id: number;\n active: boolean;\n failure_count: number;\n created_at: string;\n}\n\nexport interface WebhookPayload<T = TalkSubmission> {\n event: WebhookEvent;\n timestamp: string;\n data: T;\n signature: string;\n}\n\nexport interface ExportOptions {\n format: \"csv\" | \"json\" | \"ics\";\n since?: string; // ISO date filter\n status?: \"pending\" | \"scheduled\" | \"all\";\n}\n```\n\n---\n\n## 8. Mock Press Release Outline\n\n### Title\n**Rust NYC Launches \"Connect\" — Open API for Community Tool Integrations**\n\n### Subhead\n*Organizers can now sync talks to Notion, export to Sheets, and receive real-time Slack notifications*\n\n### Lead Paragraph\n- Rust NYC announces Connect, an API platform enabling organizers and community members to integrate talk submissions with their existing tools\n- Available today with CSV/JSON exports, iCalendar feeds, and webhooks\n\n### Key Features (bullets)\n- 🔑 Secure API keys with granular scopes\n- 📤 One-click CSV/JSON exports for spreadsheets\n- 📅 Subscribe to iCal feed in Google/Apple Calendar\n- 🔔 Webhooks for real-time notifications to Slack, Discord, custom bots\n- 🔒 HMAC-signed payloads, TLS-only, automatic rate limiting\n\n### Quote (Organizer)\n> \"We used to manually copy submissions into Notion every week. Now they appear automatically within seconds.\"\n\n### Availability\n- API documentation: `https://rustnyc-talks.val.run/docs/api`\n- API keys: Request via Discord #organizers channel\n- No cost for community use\n\n### Call to Action\nJoin Rust NYC Discord to request an API key and start building integrations today.\n\n---\n\n## Remaining Work\n\n1. **Schema migration**: Add `scheduled_date` column to `talk_submissions_3` (required for calendar feed)\n2. **Organizer auth**: Decide how organizers authenticate to create API keys (Discord OAuth or shared admin key)\n3. **Documentation site**: Static `/docs/api` page with OpenAPI spec or Markdown\n4. **Webhook queue**: Consider async job queue for reliability (Val Town cron for retries?)\n5. **Key rotation UI**: Endpoint to revoke and regenerate keys without data loss\n",[],[244,447,734],"7661992e-046e-11f1-990f-42dde27851f2",132,["D",1770500790416],[272],[244,447],["D",1769709213682],[271,273,275,277],[244],"03a4d114-05d4-11f1-a4c6-42dde27851f2","metadata.json","03a4d1b4-05d4-11f1-a4c6-42dde27851f2",163,["D",1770654357575],"{\n \"database\": \"beads.db\",\n \"jsonl_export\": \"issues.jsonl\"\n}",[],[250,751],"03a04b4e-05d4-11f1-b16c-42dde27851f2","issues.jsonl","03a04c16-05d4-11f1-b16c-42dde27851f2",162,["D",1770654357546],"{\"id\":\"talk-19w\",\"title\":\"Platform hardening: submissions + Discord + admin safety\",\"description\":\"Epic file: .context/plans/platform-hardening.md\\n\\nGoal: reduce production risk/abuse surface for submissions + Discord integration via invite expiry defaults, admin auth, rate limiting, retention, and docs.\",\"status\":\"closed\",\"priority\":2,\"issue_type\":\"epic\",\"created_at\":\"2026-02-09T15:22:06.565699Z\",\"created_by\":\"cole\",\"updated_at\":\"2026-02-09T16:08:09.004385Z\",\"closed_at\":\"2026-02-09T16:08:09.004342Z\",\"close_reason\":\"All children completed\",\"source_repo\":\".\",\"compaction_level\":0,\"original_size\":0,\"labels\":[\"area:server\",\"epic\",\"ops\"]}\n{\"id\":\"talk-19w.1\",\"title\":\"Discord: default invite expiration (DISCORD_INVITE_MAX_AGE_SECONDS)\",\"description\":\"Epic: talk-19w\\nEpic file: .context/plans/platform-hardening.md\\nGate: Invite expiration defaults (configurable)\\n\\nContext:\\n- Default-expiring invites reduce risk if links are leaked and keep old submissions from being joinable forever.\\n\\nScope boundaries:\\n- ✅ IN scope: backend/config.ts (env var parsing + validation + DiscordConfig.inviteMaxAge), backend/discord.ts (use inviteMaxAge for max_age), ensure logs do not leak invite codes\\n- ❌ OUT of scope: README updates (handled by docs bead), any changes to submission success page / QR code\\n\\nDone means:\\n- loadEnv() supports DISCORD_INVITE_MAX_AGE_SECONDS with default 604800 and validation (0 or 1..604800)\\n- DiscordService.createInvite uses config.inviteMaxAge for Discord API max_age\\n- No logs include invite code/URL (treat as secret)\\n\\nVerification:\\n- deno check --allow-import backend/index.ts — expected: no type errors\\n- Manual: set DISCORD_INVITE_MAX_AGE_SECONDS=3600 and call POST /api/discord/test; confirm invite shows ~1h expiry in Discord UI\\n\\nRed-Green-Refactor plan:\\n- Red: observe current createInvite uses max_age=0 (never expires)\\n- Green: wire inviteMaxAge through config + Discord API call\\n- Refactor: centralize config parsing helpers if needed\\n\",\"status\":\"closed\",\"priority\":2,\"issue_type\":\"task\",\"created_at\":\"2026-02-09T15:24:50.503901Z\",\"created_by\":\"cole\",\"updated_at\":\"2026-02-09T15:47:40.371752Z\",\"closed_at\":\"2026-02-09T15:47:40.371566Z\",\"close_reason\":\"Implemented DISCORD_INVITE_MAX_AGE_SECONDS with default 604800s (7 days) and validation (0 or 1..604800).\\n\\n- backend/config.ts: parses+validates env var; adds DiscordConfig.inviteMaxAge\\n- backend/discord.ts: createInvite now uses inviteMaxAge for Discord API max_age\\n- Security: real invite codes/URLs are no longer logged (code redacted)\\n\\nVerification:\\n- deno check --allow-import backend/config.ts backend/discord.ts — PASS\\n\\nManual smoke:\\n- Set DISCORD_INVITE_MAX_AGE_SECONDS=3600 and call POST /api/discord/test; verify invite shows ~1h expiry in Discord UI.\",\"source_repo\":\".\",\"compaction_level\":0,\"original_size\":0,\"labels\":[\"area:server\",\"discord\",\"ops\"],\"dependencies\":[{\"issue_id\":\"talk-19w.1\",\"depends_on_id\":\"talk-19w\",\"type\":\"parent-child\",\"created_at\":\"2026-02-09T15:24:50.503901Z\",\"created_by\":\"cole\",\"metadata\":\"{}\",\"thread_id\":\"\"}]}\n{\"id\":\"talk-19w.2\",\"title\":\"Security: protect admin/test endpoints with ADMIN_TOKEN\",\"description\":\"Epic: talk-19w\\nEpic file: .context/plans/platform-hardening.md\\nGate: Protect admin/test endpoints with ADMIN_TOKEN\\n\\nContext:\\n- GET /api/submissions returns full submission data (PII). POST /api/discord/test can be used to spam Discord. Both must be protected.\\n\\nScope boundaries:\\n- ✅ IN scope: backend/auth.ts (requireAdmin middleware + timing-safe compare helper), backend/index.ts (apply middleware to GET /api/submissions and POST /api/discord/test), keep ENABLE_TEST_API gating\\n- ❌ OUT of scope: README updates (handled by docs bead), new admin UI\\n\\nDone means:\\n- New backend/auth.ts exports requireAdmin() Hono middleware\\n- Middleware enforces Authorization: Bearer $ADMIN_TOKEN, returns 500 if missing token and 401 if unauthorized\\n- Token compare is timing-safe (no ===); pads to equal length before comparing\\n- Auth failure logs include timestamp + cf-connecting-ip (but never the token value)\\n- backend/index.ts routes /api/submissions and /api/discord/test are protected\\n\\nVerification:\\n- deno check --allow-import backend/index.ts — expected: no type errors\\n- Manual: curl GET /api/submissions without auth -> 401/500; with correct header -> 200\\n- Manual: POST /api/discord/test requires both ADMIN_TOKEN auth and ENABLE_TEST_API=true\\n\\nRed-Green-Refactor plan:\\n- Red: confirm endpoints currently accessible without auth\\n- Green: add middleware + apply to routes\\n- Refactor: share admin auth helper with autothread debug console if appropriate\\n\",\"status\":\"closed\",\"priority\":2,\"issue_type\":\"task\",\"created_at\":\"2026-02-09T15:25:02.464208Z\",\"created_by\":\"cole\",\"updated_at\":\"2026-02-09T15:48:18.489383Z\",\"closed_at\":\"2026-02-09T15:48:18.489305Z\",\"close_reason\":\"Protected admin/test surfaces with ADMIN_TOKEN bearer auth.\\n\\n- backend/auth.ts: reusable Hono middleware (requireAdmin) with timing-safe token compare + failure logging (timestamp + cf-connecting-ip; never logs token)\\n- backend/autothread-debug.http.ts: refactored to reuse shared requireAdmin middleware\\n- backend/index.ts: GET /api/submissions and POST /api/discord/test now require ADMIN_TOKEN (auth runs before ENABLE_TEST_API gating for /api/discord/test)\\n\\nVerification:\\n- deno check --allow-import backend/auth.ts backend/autothread-debug.http.ts — PASS\\n- deno check --allow-import backend/index.ts — FAIL (known TS JSONValue/Row typing at /api/submissions; addressed in talk-19w.6)\\n\\nManual smoke:\\n- curl GET /api/submissions without Authorization -> 401/500\\n- curl with Authorization: Bearer $ADMIN_TOKEN -> 200\\n- POST /api/discord/test requires both ADMIN_TOKEN and ENABLE_TEST_API=true\",\"source_repo\":\".\",\"compaction_level\":0,\"original_size\":0,\"labels\":[\"area:server\",\"auth\",\"ops\"],\"dependencies\":[{\"issue_id\":\"talk-19w.2\",\"depends_on_id\":\"talk-19w\",\"type\":\"parent-child\",\"created_at\":\"2026-02-09T15:25:02.464208Z\",\"created_by\":\"cole\",\"metadata\":\"{}\",\"thread_id\":\"\"}]}\n{\"id\":\"talk-19w.3\",\"title\":\"Abuse: SQLite-backed rate limiting for POST /api/submissions\",\"description\":\"Epic: talk-19w\\nEpic file: .context/plans/platform-hardening.md\\nGate: Submission rate limiting (abuse control)\\n\\nContext:\\n- Prevent burst spam and accidental double-submits from overwhelming Discord + SQLite.\\n\\nScope boundaries:\\n- ✅ IN scope: backend/rate-limit.ts (RateLimiter + middleware), backend/config.ts (RATE_LIMIT_* env vars + RuntimeConfig), backend/index.ts (conditional middleware on POST /api/submissions), SQLite schema rate_limit_store\\n- ❌ OUT of scope: Captcha, per-user auth, docs updates (handled by docs bead)\\n\\nDone means:\\n- New backend/rate-limit.ts exports RateLimiter + rateLimitMiddleware(limiter)\\n- Rate limit key uses cf-connecting-ip only (fallback \\\"unknown\\\")\\n- Sliding window stored as JSON array of epoch_ms; includes updated_at for retention\\n- Concurrency-safe transaction (BEGIN IMMEDIATE) with retry/backoff and fail-open on persistent SQLITE_BUSY\\n- On limit: returns 429 JSON { error: \\\"Rate limit exceeded\\\" } and Retry-After header (int seconds, rounded up)\\n\\nVerification:\\n- deno check --allow-import backend/index.ts — expected: no type errors\\n- Manual: loop curl POST /api/submissions from one IP until 429; confirm Retry-After decreases over time\\n\\nRed-Green-Refactor plan:\\n- Red: reproduce many quick submissions (currently all succeed)\\n- Green: implement minimal limiter + middleware + env config\\n- Refactor: tighten transaction/retry logic + logs\\n\",\"status\":\"closed\",\"priority\":2,\"issue_type\":\"task\",\"created_at\":\"2026-02-09T15:25:17.835655Z\",\"created_by\":\"cole\",\"updated_at\":\"2026-02-09T16:00:26.350983Z\",\"closed_at\":\"2026-02-09T16:00:26.350780Z\",\"close_reason\":\"Added SQLite-backed rate limiting for POST /api/submissions (abuse control).\\n\\n- backend/rate-limit.ts: RateLimiter + rateLimitMiddleware (cf-connecting-ip only; sliding window; BEGIN IMMEDIATE + retry/backoff; fail-open; 429 {error:\\\"Rate limit exceeded\\\"} + Retry-After header)\\n- backend/config.ts: new RATE_LIMIT_ENABLED (default true), RATE_LIMIT_WINDOW_SECONDS (default 900), RATE_LIMIT_MAX (default 10) with fail-fast validation when enabled\\n- backend/index.ts: wires rateLimitMiddleware(rateLimiter) onto /api/submissions when enabled (no behavior change when disabled); extracted submissionHandler to avoid duplication\\n- Security: stop logging Discord invite URLs in submission final-result log (now redacted)\\n\\nVerification:\\n- deno check --allow-import backend/index.ts — PASS\\n- deno check --allow-import backend/config.ts backend/rate-limit.ts — PASS\\n\\nManual smoke:\\n- Set RATE_LIMIT_WINDOW_SECONDS=60 RATE_LIMIT_MAX=3, submit 4 times quickly from same IP -> 4th returns 429 + Retry-After\\n- Set RATE_LIMIT_ENABLED=false -> no 429s\",\"source_repo\":\".\",\"compaction_level\":0,\"original_size\":0,\"labels\":[\"area:server\",\"ops\"],\"dependencies\":[{\"issue_id\":\"talk-19w.3\",\"depends_on_id\":\"talk-19w\",\"type\":\"parent-child\",\"created_at\":\"2026-02-09T15:25:17.835655Z\",\"created_by\":\"cole\",\"metadata\":\"{}\",\"thread_id\":\"\"}]}\n{\"id\":\"talk-19w.4\",\"title\":\"DB: add indexes for submissions + autothread cooldown queries\",\"description\":\"Epic: talk-19w\\nEpic file: .context/plans/platform-hardening.md\\nGate: DB indexes + optional retention (indexes portion)\\n\\nContext:\\n- Indexes keep admin listing and autothread cooldown checks fast as data grows.\\n\\nScope boundaries:\\n- ✅ IN scope: backend/index.ts (CREATE INDEX IF NOT EXISTS on talk_submissions_3(created_at)), backend/autothread/store.ts (CREATE INDEX IF NOT EXISTS on processed table (channel_id, status, processed_at))\\n- ❌ OUT of scope: retention cron (separate bead), schema renames / data migrations\\n\\nDone means:\\n- initDatabase() creates submissions created_at index idempotently\\n- AutothreadStore.initTables() creates composite index for processed table idempotently\\n- Index names are stable and include namespace/table name to avoid collisions\\n\\nVerification:\\n- deno check --allow-import backend/index.ts — expected: no type errors\\n- Manual: run autothread debug health endpoint and ensure initTables still succeeds\\n\\nRed-Green-Refactor plan:\\n- Red: explain current lack of indexes + potential slow queries\\n- Green: add CREATE INDEX IF NOT EXISTS statements\\n- Refactor: group DB init/index creation into helpers if it improves clarity\\n\",\"status\":\"closed\",\"priority\":2,\"issue_type\":\"task\",\"created_at\":\"2026-02-09T15:25:27.123300Z\",\"created_by\":\"cole\",\"updated_at\":\"2026-02-09T15:49:35.713591Z\",\"closed_at\":\"2026-02-09T15:49:35.713393Z\",\"close_reason\":\"Added DB indexes to keep common queries fast.\\n\\n- backend/autothread/store.ts: CREATE INDEX IF NOT EXISTS idx_autothread_processed_1*_cooldown ON (channel_id, status, processed_at) (matches cooldown query)\\n- backend/index.ts: CREATE INDEX IF NOT EXISTS idx_talk_submissions_3_created_at ON talk_submissions_3(created_at) for ORDER BY created_at DESC\\n\\nVerification:\\n- deno check --allow-import backend/autothread/store.ts — PASS\\n- deno check --allow-import backend/index.ts — FAIL (known TS JSONValue/Row typing at /api/submissions; addressed in talk-19w.6)\\n\\nManual smoke:\\n- Hit /api/autothread/health and ensure AutothreadStore.initTables() still succeeds.\",\"source_repo\":\".\",\"compaction_level\":0,\"original_size\":0,\"labels\":[\"area:server\",\"db\",\"ops\"],\"dependencies\":[{\"issue_id\":\"talk-19w.4\",\"depends_on_id\":\"talk-19w\",\"type\":\"parent-child\",\"created_at\":\"2026-02-09T15:25:27.123300Z\",\"created_by\":\"cole\",\"metadata\":\"{}\",\"thread_id\":\"\"}]}\n{\"id\":\"talk-19w.5\",\"title\":\"Ops: add retention cron for autothread logs + rate_limit_store\",\"description\":\"Epic: talk-19w\\nEpic file: .context/plans/platform-hardening.md\\nGate: DB indexes + optional retention (retention portion)\\n\\nContext:\\n- Keep non-critical log tables from growing unbounded; reduce storage + query overhead.\\n\\nScope boundaries:\\n- ✅ IN scope: new backend/retention.cron.ts (daily cleanup), backend/config.ts (AUTOTHREAD_LOG_RETENTION_DAYS, RATE_LIMIT_RETENTION_DAYS), delete guardrails (allow-list, batching, transactions)\\n- ❌ OUT of scope: deleting talk submissions, changing talk_submissions_* schema\\n\\nDone means:\\n- backend/retention.cron.ts exists and deletes only from allow-listed tables\\n- Retention is configurable and can be disabled by setting days=0\\n- Deletes are batched (LIMIT 100) inside transactions; busy_timeout set; lock failures skip table and continue\\n- Logs show deleted counts per table and cutoff date\\n\\nVerification:\\n- deno check --allow-import backend/retention.cron.ts — expected: no type errors\\n- Manual: insert fake old rows into autothread_processed / rate_limit_store then run retention cron once and confirm only those rows removed\\n\\nRed-Green-Refactor plan:\\n- Red: confirm no retention exists today\\n- Green: implement safe allow-listed cleanup with batching\\n- Refactor: extract helper for per-table delete loop\\n\",\"status\":\"closed\",\"priority\":2,\"issue_type\":\"task\",\"created_at\":\"2026-02-09T15:25:45.547844Z\",\"created_by\":\"cole\",\"updated_at\":\"2026-02-09T16:04:34.979554Z\",\"closed_at\":\"2026-02-09T16:04:34.979368Z\",\"close_reason\":\"Implemented retention cron for non-critical tables (autothread logs + rate limiting store).\\n\\n- backend/config.ts: adds AUTOTHREAD_LOG_RETENTION_DAYS and RATE_LIMIT_RETENTION_DAYS (defaults 30; 0 disables) with non-negative integer validation; exposes as config.retention\\n- backend/retention.cron.ts: daily cron-friendly job that allow-lists tables (autothread_processed_1, autothread_processed_1_sandbox, rate_limit_store), sets busy_timeout=30000, deletes in 100-row batches inside BEGIN IMMEDIATE transactions, skips table on lock errors, logs deleted counts + cutoff dates\\n\\nVerification:\\n- deno check --allow-import backend/config.ts backend/retention.cron.ts — PASS\\n\\nManual smoke:\\n- Set both retention env vars to 0 and run cron -> should log disabled + do nothing\\n- Insert fake old rows then run cron -> should delete only allow-listed tables\",\"source_repo\":\".\",\"compaction_level\":0,\"original_size\":0,\"labels\":[\"area:server\",\"ops\"],\"dependencies\":[{\"issue_id\":\"talk-19w.5\",\"depends_on_id\":\"talk-19w\",\"type\":\"parent-child\",\"created_at\":\"2026-02-09T15:25:45.547844Z\",\"created_by\":\"cole\",\"metadata\":\"{}\",\"thread_id\":\"\"},{\"issue_id\":\"talk-19w.5\",\"depends_on_id\":\"talk-19w.3\",\"type\":\"blocks\",\"created_at\":\"2026-02-09T15:26:27.423970Z\",\"created_by\":\"cole\",\"metadata\":\"{}\",\"thread_id\":\"\"}]}\n{\"id\":\"talk-19w.6\",\"title\":\"API: paginate GET /api/submissions + response schema + shared types\",\"description\":\"Epic: talk-19w\\nEpic file: .context/plans/platform-hardening.md\\nGate: API response shaping + docs polish (API portion)\\n\\nContext:\\n- Admin tooling needs predictable JSON and pagination for submissions.\\n\\nScope boundaries:\\n- ✅ IN scope: backend/index.ts (GET /api/submissions pagination + response schema), shared/types.ts (TalkSubmission + SubmissionsResponse)\\n- ❌ OUT of scope: auth middleware implementation (separate bead), README updates (docs bead)\\n\\nDone means:\\n- GET /api/submissions supports ?limit=&offset= with validation (limit 1-1000, offset >=0)\\n- Response is { data, total, limit, offset } and JSON-safe (rows mapped to plain objects)\\n- Uses two-query pattern: COUNT(*) for total and SELECT * LIMIT/OFFSET for data\\n- shared/types.ts exports TalkSubmission + SubmissionsResponse matching the API\\n\\nVerification:\\n- deno check --allow-import backend/index.ts — expected: no type errors\\n- Manual: curl GET /api/submissions?limit=2&offset=0 returns 2 items and includes total/limit/offset\\n\\nRed-Green-Refactor plan:\\n- Red: confirm current endpoint returns raw rows array (no pagination)\\n- Green: implement query params + response wrapper + types\\n- Refactor: extract pagination parsing helper if it improves clarity\\n\",\"status\":\"closed\",\"priority\":2,\"issue_type\":\"task\",\"created_at\":\"2026-02-09T15:26:00.109762Z\",\"created_by\":\"cole\",\"updated_at\":\"2026-02-09T15:53:51.906100Z\",\"closed_at\":\"2026-02-09T15:53:51.905920Z\",\"close_reason\":\"Implemented paginated, JSON-safe admin listing for GET /api/submissions.\\n\\n- backend/index.ts: parses limit/offset (defaults: limit=50 offset=0) with validation (limit 1..1000, offset non-negative); uses COUNT(*) + SELECT * LIMIT/OFFSET; maps sqlite Row -> plain object; returns { data, total, limit, offset }\\n- shared/types.ts: added SubmissionsResponse interface for the paginated response\\n\\nVerification:\\n- deno check --allow-import backend/index.ts — PASS\\n- deno check --allow-import shared/types.ts — PASS\\n\\nManual smoke:\\n- curl -H \\\"Authorization: Bearer $ADMIN_TOKEN\\\" \\\"/api/submissions?limit=2&offset=0\\\" returns { data, total, limit, offset }\\n- invalid params (limit=1001, offset=-1, limit=abc) return 400\",\"source_repo\":\".\",\"compaction_level\":0,\"original_size\":0,\"labels\":[\"api\",\"area:server\"],\"dependencies\":[{\"issue_id\":\"talk-19w.6\",\"depends_on_id\":\"talk-19w\",\"type\":\"parent-child\",\"created_at\":\"2026-02-09T15:26:00.109762Z\",\"created_by\":\"cole\",\"metadata\":\"{}\",\"thread_id\":\"\"},{\"issue_id\":\"talk-19w.6\",\"depends_on_id\":\"talk-19w.2\",\"type\":\"blocks\",\"created_at\":\"2026-02-09T15:26:27.446038Z\",\"created_by\":\"cole\",\"metadata\":\"{}\",\"thread_id\":\"\"}]}\n{\"id\":\"talk-19w.7\",\"title\":\"Docs: update README for invite expiry, admin auth, rate limiting, retention, pagination\",\"description\":\"Epic: talk-19w\\nEpic file: .context/plans/platform-hardening.md\\nGate: API response shaping + docs polish (docs portion)\\n\\nContext:\\n- Public docs must match deployed behavior and clearly document new env vars + auth requirements.\\n\\nScope boundaries:\\n- ✅ IN scope: README.md updates for env vars + endpoint auth + pagination + invite expiry defaults\\n- ❌ OUT of scope: implementing any backend behavior (handled by other beads)\\n\\nDone means:\\n- README documents new env vars: DISCORD_INVITE_MAX_AGE_SECONDS, ADMIN_TOKEN, RATE_LIMIT_ENABLED, RATE_LIMIT_WINDOW_SECONDS, RATE_LIMIT_MAX, AUTOTHREAD_LOG_RETENTION_DAYS, RATE_LIMIT_RETENTION_DAYS\\n- README documents auth requirements: GET /api/submissions and POST /api/discord/test require Authorization: Bearer $ADMIN_TOKEN\\n- README documents pagination response shape for GET /api/submissions (data/total/limit/offset)\\n- README documents default Discord invite expiry behavior (7 days) and how to override\\n\\nVerification:\\n- Manual: read README top-to-bottom and confirm it matches current backend behavior and env var names\\n\\nRed-Green-Refactor plan:\\n- Red: identify README sections that are now stale\\n- Green: update the minimal set of sections so docs match reality\\n- Refactor: de-duplicate repeated env var info\\n\",\"status\":\"closed\",\"priority\":2,\"issue_type\":\"task\",\"created_at\":\"2026-02-09T15:26:10.539787Z\",\"created_by\":\"cole\",\"updated_at\":\"2026-02-09T16:07:44.810132Z\",\"closed_at\":\"2026-02-09T16:07:44.809932Z\",\"close_reason\":\"Updated README to match current platform-hardening behavior.\\n\\n- Documents new env vars: DISCORD_INVITE_MAX_AGE_SECONDS, ADMIN_TOKEN, RATE_LIMIT_ENABLED/WINDOW_SECONDS/MAX, AUTOTHREAD_LOG_RETENTION_DAYS, RATE_LIMIT_RETENTION_DAYS\\n- Updates /api/discord/test curl example to include Authorization: Bearer $ADMIN_TOKEN and notes ENABLE_TEST_API=true requirement\\n- Updates API endpoint docs for /api/submissions admin auth + pagination response shape\\n- Notes invite code is redacted in logs and shows default invite expiry behavior\\n\\nVerification:\\n- Manual: read README Environment Variables + API Endpoints sections and confirm they match backend behavior\",\"source_repo\":\".\",\"compaction_level\":0,\"original_size\":0,\"labels\":[\"area:docs\"],\"dependencies\":[{\"issue_id\":\"talk-19w.7\",\"depends_on_id\":\"talk-19w\",\"type\":\"parent-child\",\"created_at\":\"2026-02-09T15:26:10.539787Z\",\"created_by\":\"cole\",\"metadata\":\"{}\",\"thread_id\":\"\"},{\"issue_id\":\"talk-19w.7\",\"depends_on_id\":\"talk-19w.1\",\"type\":\"blocks\",\"created_at\":\"2026-02-09T15:26:27.468047Z\",\"created_by\":\"cole\",\"metadata\":\"{}\",\"thread_id\":\"\"},{\"issue_id\":\"talk-19w.7\",\"depends_on_id\":\"talk-19w.2\",\"type\":\"blocks\",\"created_at\":\"2026-02-09T15:26:27.488573Z\",\"created_by\":\"cole\",\"metadata\":\"{}\",\"thread_id\":\"\"},{\"issue_id\":\"talk-19w.7\",\"depends_on_id\":\"talk-19w.3\",\"type\":\"blocks\",\"created_at\":\"2026-02-09T15:26:27.509421Z\",\"created_by\":\"cole\",\"metadata\":\"{}\",\"thread_id\":\"\"},{\"issue_id\":\"talk-19w.7\",\"depends_on_id\":\"talk-19w.4\",\"type\":\"blocks\",\"created_at\":\"2026-02-09T15:26:27.528699Z\",\"created_by\":\"cole\",\"metadata\":\"{}\",\"thread_id\":\"\"},{\"issue_id\":\"talk-19w.7\",\"depends_on_id\":\"talk-19w.5\",\"type\":\"blocks\",\"created_at\":\"2026-02-09T15:26:27.548617Z\",\"created_by\":\"cole\",\"metadata\":\"{}\",\"thread_id\":\"\"},{\"issue_id\":\"talk-19w.7\",\"depends_on_id\":\"talk-19w.6\",\"type\":\"blocks\",\"created_at\":\"2026-02-09T15:26:27.568043Z\",\"created_by\":\"cole\",\"metadata\":\"{}\",\"thread_id\":\"\"}]}\n",[],[250,759],"03863df8-05d4-11f1-b085-42dde27851f2","config.yaml","03863f1a-05d4-11f1-b085-42dde27851f2",159,["D",1770654357541],"# Beads Project Configuration\n\n# Keep IDs recognizable in this repo.\nissue_prefix: talk\n\n# Reasonable defaults; can be overridden per issue.\ndefault_priority: 2\ndefault_type: task\n",[],[250,767],"03bfb876-05d4-11f1-9a14-42dde27851f2","03bfb948-05d4-11f1-9a14-42dde27851f2",165,["D",1770654357585],"# Database\n*.db\n*.db-shm\n*.db-wal\n\n# Lock files\n*.lock\n\n# Temporary\nlast-touched\n*.tmp\n",[],[250,201],["D",1770654357393],[266,267,268,269],[250],["D",1750169995086],{"_11":12,"_57":98},{"_11":12,"_51":-5,"_52":98,"_34":64,"_54":99,"_56":20},{"_86":87,"_13":88,"_27":89,"_90":58,"_91":-5,"_92":-5,"_93":-5,"_94":-5,"_95":-5,"_96":14,"_97":12},"ctx",{"_39":-5,"_121":821,"_822":823,"_824":825,"_826":20,"_827":20,"_828":20,"_829":46,"_830":-5,"_831":-7,"_832":-7,"_833":22,"_834":20,"_835":20,"_836":-5,"_837":20,"_838":20,"_839":20,"_840":-5},"ENV",{"_792":793,"_794":795,"_796":88,"_797":798,"_799":800,"_801":802,"_803":804,"_805":806,"_807":808,"_809":810,"_811":812,"_813":814,"_815":816,"_817":818,"_819":820},"REACT_APP_SENTRY_DSN","https://586020d86f05489db63a554690acf1e9@o1398359.ingest.sentry.io/6724499","RENDER_GIT_COMMIT","811aa22498c9b0b5a47e8d778de579cdb990f332","RENDER_GIT_BRANCH","POSTHOG_API_TOKEN","phc_nmoyuAkStEZuUp69rYlg1DZgrIt19Gx0Y4Hwf8tGgJP","POSTHOG_API_HOST","https://wart.val.town","WEB_API_TEMPLATE","https://{val}.web.val.run","APP_URL","https://www.val.town","MODULE_URL","https://esm.town","VANITY_WEB_API_TEMPLATE","https://{label}.val.run/","DENOLS_URL","https://lsp.val.town","NODE_ENV","production","CLOUDFLARE_TURNSTILE_SITE_KEY","0x4AAAAAACtaIZJH7s9rBMZ6","GOOGLE_CLIENT_ID","875989696899-jtsqkhlbdv5jrlsk8631p7ipjg3c6o62.apps.googleusercontent.com","STRIPE_PUBLISHABLE_KEY","pk_live_51N2zvWEpZTTLipIkVEwXrUG9AT0yeOOEYxszarZT1jpsZV58Ly6wlg3SltZpHN26CUalOBmUSY7adQRQiSkCZz2500qSXNkf8Y","API_URL","https://api.val.town",[],"preferencesKeybindings","default","preferencesTheme","light","preferencesFixers","preferencesCopilot","preferencesSelectionAi","preferencesCloseBrackets","preferencesChatPanelState","preferencesDprint","preferencesDenofmt","notificationCount","flagDenols","isBusinessOrgMember","businessOrgHandle","isBusinessOrgAdmin","isHigherTownieTier","navCollapsed","currentOrgId"] </article></body></html>

Remixes1

Remixes
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