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The competitor is scored BLIND (ingredients only, no name, no comparison)\n * with the exact rubric shown to the visitor in the theme.\n * 2. Morbau is scored with the SAME blind call (cached per locale, since its\n * INCI never changes) — nothing about Morbau is hard-coded in our favour.\n * 3. A SEPARATE comparative call writes the verdict. It receives both score\n * sets but is instructed not to alter them.\n *\n * Response shape (new):\n * {\n * morbau: { scores: {...8}, notes: {...8} },\n * competitor: { scores: {...8}, notes: {...8} },\n * verdictPoints: [\"...\",\"...\",\"...\"],\n * summary: \"...\"\n * }\n *\n * Environment variables:\n * ANTHROPIC_API_KEY – Anthropic API key\n * ALLOWED_ORIGIN – e.g. https://morbau.se\n */\n\nimport { blob } from \"https://esm.town/v/std/blob\";\n\nconst MODEL = \"claude-sonnet-4-6\";\nconst EFFORT = \"medium\"; // low | medium | high — controls reasoning depth / cost on Sonnet 4.6\nconst MAX_TOKENS = 1200;\nconst RATE_LIMIT = 10;\nconst MAX_INGREDIENTS = 2000;\n\n/** Bump when the rubric changes — invalidates the cached Morbau scores. */\nconst RUBRIC_VERSION = \"v8\";\n\nconst CRITERIA = [\"remin\",\"karies\",\"whitening\",\"ilningar\",\"tandsten\",\"tandkott\",\"andedrakt\",\"formel\"];\n\nconst MORBAU = \"Calcium Hydroxyapatite, Sodium Fluoride, Potassium Nitrate, Charcoal Powder, Hydrated Silica, Calcium Peroxide, Zinc Acetate, Phthalimidoperoxycaproic Acid (PAP), Sodium Hyaluronate, Xanthan Gum, Sorbitol, Glycerin, Menthol, Mentha Arvensis Leaf Oil, Erythritol, Phthalimidohexanoic Acid, Aqua, Sodium C12-18 Alkyl Sulfate, Sodium Saccharin, Sodium Benzoate, Citric Acid, Monosodium Citrate, PVM/MA Copolymer, Ascorbic Acid (Vitamin C), Dicalcium Phosphate, Simmondsia Chinensis (Jojoba) Seed Oil, Limonene\";\n\nconst LANG: Record = {\n sv: \"Swedish\", de: \"German\", nl: \"Dutch\", da: \"Danish\",\n};\n\n/* ---------------------------------------------------------------------------\n * BLIND SCORING PROMPT\n * No product name, no competitor, no Morbau reference. This is the text the\n * theme displays to the visitor — keep the two in sync.\n * ------------------------------------------------------------------------- */\nconst SCORE_SYSTEM = `You are an independent toothpaste formulation expert. Score a product's ingredient list on eight criteria using ONLY the absolute anchors below. Score the ingredients on their own merits — do not compare against any other product, and do not assume or attempt to identify which product the list belongs to. Output integers only.\n\nSCORING PRINCIPLES (apply identically to every formula):\n1. Score only on whether an ingredient CLASS is present, per the anchors. Do not infer concentrations, doses, or ppm. If an amount is not stated, do not treat it as either high or low.\n2. Mechanism counting is consistent across ALL criteria. Multiple ingredients that deliver the SAME established mechanism count as ONE mechanism everywhere they appear. (Example: two different fluoride salts are still a single fluoride mechanism — both for cavity prevention and for remineralization.) Two agents count as two only when they act through INDEPENDENT mechanisms.\n3. Bands are defined by the number of independent established mechanisms and by strength of clinical evidence. These principles are applied the same way regardless of whether an ingredient is traditional or modern, cheap or premium. No ingredient is singled out for a bonus or a cap beyond what these general principles give it.\n4. Blind scoring: classify ingredients by their established role only; do not let any guess about the brand or product tier influence a score.\n\nFunctional reference (classification aid only — it assigns no score by itself; use it to identify each ingredient's established role):\n- Anti-tartar copolymers: PVM/MA copolymer (polyvinyl methyl ether/maleic acid copolymer, methoxyethylene/maleic acid copolymer, Gantrez) is an established anti-tartar/anti-calculus agent — a distinct mechanism alongside zinc salts and pyrophosphates.\n- Pyrophosphates: tetrasodium pyrophosphate, tetrapotassium pyrophosphate, and dicalcium phosphate-type pyrophosphate systems are anti-tartar agents (one mechanism).\n- Zinc salts: zinc acetate, zinc citrate, zinc chloride, zinc lactate act as anti-tartar, gum-supporting, and antibacterial agents.\n- Stannous fluoride is a fluoride anticaries agent AND a desensitizing, gum-health, and antibacterial agent.\n- Hydroxyapatite (incl. calcium hydroxyapatite, nano-hydroxyapatite) is a remineralizing agent and occludes dentin tubules (sensitivity relief).\n- Bioactive glass / NovaMin is a remineralizing and tubule-occluding agent.\n- Sodium hyaluronate / hyaluronic acid is a gum-soothing, gum-supporting agent.\n- Potassium nitrate (and other potassium salts) are nerve-depolarizing desensitizing agents.\n- Strontium salts are tubule-occluding desensitizing agents.\n- Whitening actives: PAP (phthalimidoperoxycaproic acid), hydrogen peroxide, calcium peroxide, carbamide peroxide are chemical whitening agents; abrasive silica/charcoal/dicalcium phosphate provide mechanical polishing only.\n- Antibacterials: zinc salts, stannous fluoride, cetylpyridinium chloride, triclosan, chlorhexidine. Menthol/mint and other aromas are flavoring/freshening, not antibacterial.\n\nCRITERIA\n\nremin (remineralization):\n1 = no remineralizing agents\n2 = one mineral-source agent without fluoride (calcium/phosphate salt)\n3 = one established remineralizing system alone — fluoride alone (any one or more fluoride salts = one fluoride mechanism), OR hydroxyapatite alone, OR bioactive glass alone\n4 = two complementary remineralizing mechanisms combined (e.g. fluoride + calcium-phosphate system, or fluoride + bioactive glass, or fluoride + hydroxyapatite)\n5 = three or more complementary remineralizing mechanisms, OR a combination with established clinical superiority\n\nkaries (cavity prevention):\n1 = no anticaries agent\n2 = monofluorophosphate as the only fluoride source\n3 = one anticaries mechanism via a standard agent — sodium fluoride alone, OR hydroxyapatite alone, OR any combination of fluoride salts (e.g. MFP + sodium fluoride = one fluoride mechanism)\n4 = stannous or amine fluoride (a fluoride delivered by an agent with broader established efficacy), OR two independent anticaries mechanisms combined (e.g. fluoride + hydroxyapatite)\n5 = two independent anticaries mechanisms where at least one is a clinically superior delivery (e.g. stannous fluoride + hydroxyapatite), OR three or more independent anticaries mechanisms\n\nwhitening:\n1 = no whitening agents\n2 = basic abrasive system (silica, dicalcium phosphate) — mechanical polishing only\n3 = enhanced abrasive/polishing system (e.g. high-cleaning silica, or two distinct mechanical polishing agents)\n4 = one active (chemical) whitening agent (PAP, hydrogen peroxide, calcium peroxide, or carbamide peroxide)\n5 = two or more active whitening agents combined\n\nilningar (sensitivity relief):\n1 = no desensitizing agents\n2 = one mild/supporting agent (e.g. arginine)\n3 = one established desensitizing agent (potassium nitrate/other potassium salt, stannous fluoride, strontium salt, hydroxyapatite, or bioactive glass)\n4 = two desensitizing agents acting through different mechanisms (e.g. a potassium salt [nerve] + an occluding agent [hydroxyapatite/stannous/strontium/bioactive glass])\n5 = three or more established desensitizing agents, OR two combined with established clinical superiority\n\ntandsten (tartar control):\n1 = no anti-tartar agents\n2 = one anti-tartar agent (a basic zinc salt, a pyrophosphate, or a copolymer)\n3 = one well-established anti-tartar agent used as the primary system (pyrophosphate, zinc citrate, or PVM/MA copolymer)\n4 = two independent anti-tartar mechanisms combined (e.g. pyrophosphate + zinc, or zinc + copolymer)\n5 = three independent anti-tartar mechanisms combined (pyrophosphate + zinc + copolymer)\n\ntandkott (gum health):\n1 = no gum-supporting agents\n2 = a basic antibacterial only (e.g. menthol)\n3 = one targeted gum agent (stannous fluoride, zinc, cetylpyridinium chloride, chlorhexidine, or hyaluronic acid)\n4 = two targeted gum agents combined\n5 = three or more targeted gum agents combined\n\nandedrakt (breath / antibacterial):\n1 = no antibacterial or freshening agents\n2 = freshening/flavoring only (menthol, mint, aromas)\n3 = one antibacterial agent (zinc, stannous fluoride, cetylpyridinium chloride, triclosan, or chlorhexidine), with or without flavoring\n4 = two independent antibacterial agents combined\n5 = three or more independent antibacterial agents combined\n\nformel (formula quality):\nHolistic 1-5 judging the formula as a whole — the breadth of independent established mechanisms, the strength of clinical documentation behind the actives, and the absence of redundancy. This is NOT an average of the other seven criteria, and it carries no built-in preference for any brand tier; a focused, well-documented formula can score as high as a broad one.`;\n\nfunction buildScorePrompt(ingredients: string, lang: string): string {\n return `Score this product's ingredient list on the absolute rubric in your instructions.\n\nIngredients: ${ingredients}\n\nAlso write \"notes\": a neutral, factual comment of max 8 words per criterion describing what this product's ingredients do (or lack) for that criterion. Do not mention or imply any other product.\n\nWrite all \"notes\" text in ${lang}.\n\nReturn ONLY this JSON (no markdown, no explanation):\n{\"remin\":<1-5>,\"karies\":<1-5>,\"whitening\":<1-5>,\"ilningar\":<1-5>,\"tandsten\":<1-5>,\"tandkott\":<1-5>,\"andedrakt\":<1-5>,\"formel\":<1-5>,\"notes\":{\"remin\":\"...\",\"karies\":\"...\",\"whitening\":\"...\",\"ilningar\":\"...\",\"tandsten\":\"...\",\"tandkott\":\"...\",\"andedrakt\":\"...\",\"formel\":\"...\"}}`;\n}\n\n/* ---------------------------------------------------------------------------\n * COMPARATIVE VERDICT PROMPT\n * Openly comparative. Receives both score sets; must NOT change them.\n * ------------------------------------------------------------------------- */\nconst VERDICT_SYSTEM = `You are an independent dental-care analyst writing a short, balanced comparison of two toothpastes. Their scores were assigned independently and blindly on an absolute 1-5 rubric — treat them as fixed and do not re-score. Be even-handed: name genuine strengths of BOTH products and base every claim on the listed ingredients and the given scores. State which product offers more across the eight categories ONLY if the scores support it; if the competitor leads, or the two are close, say so plainly.`;\n\nfunction buildVerdictPrompt(\n compName: string,\n compIngredients: string,\n morbauScores: Record,\n compScores: Record,\n lang: string,\n): string {\n return `Product A — Morbau\nIngredients: ${MORBAU}\nScores: ${JSON.stringify(morbauScores)}\n\nProduct B — ${compName}\nIngredients: ${compIngredients}\nScores: ${JSON.stringify(compScores)}\n\nWrite 3-4 short bullet points weighing both products honestly, and a 2-3 sentence summary stating the overall conclusion across all eight categories. Write all text in ${lang}.\n\nReturn ONLY this JSON (no markdown):\n{\"verdictPoints\":[\"...\",\"...\",\"...\"],\"summary\":\"...\"}`;\n}\n\n/* ------------------------------------------------------------------------- */\n\nasync function callClaude(apiKey: string, system: string, prompt: string): Promise> {\n const res = await fetch(\"https://api.anthropic.com/v1/messages\", {\n method: \"POST\",\n headers: {\n \"Content-Type\": \"application/json\",\n \"x-api-key\": apiKey,\n \"anthropic-version\": \"2023-06-01\",\n },\n body: JSON.stringify({\n model: MODEL,\n max_tokens: MAX_TOKENS,\n output_config: { effort: EFFORT },\n system,\n messages: [{ role: \"user\", content: prompt }],\n }),\n });\n if (!res.ok) throw new Error(`anthropic ${res.status}`);\n const data = await res.json();\n const blocks = Array.isArray(data?.content) ? data.content : [];\n const text = blocks.find((b: { type?: string }) => b?.type === \"text\")?.text ?? \"\";\n return JSON.parse(text.replace(/```json\\s*|```\\s*/g, \"\").trim());\n}\n\n/** Clamp + integer-coerce the eight scores; default to 3 on garbage. */\nfunction cleanScores(parsed: Record): Record {\n const scores: Record = {};\n for (const k of CRITERIA) {\n const raw = Number(parsed[k]);\n scores[k] = Math.min(5, Math.max(1, Math.round(isNaN(raw) ? 3 : raw)));\n }\n return scores;\n}\n\nfunction cleanNotes(parsed: Record): Record {\n const src = (parsed.notes && typeof parsed.notes === \"object\")\n ? parsed.notes as Record\n : {};\n const notes: Record = {};\n for (const k of CRITERIA) notes[k] = typeof src[k] === \"string\" ? src[k] as string : \"\";\n return notes;\n}\n\n/** Score Morbau once per locale and cache it — its INCI is constant. */\nasync function getMorbauScored(apiKey: string, lang: string, locale: string) {\n const cacheKey = `mbc_morbau_${RUBRIC_VERSION}_${locale}`;\n try {\n const cached = await blob.getJSON(cacheKey);\n if (cached && (cached as any).scores) return cached as { scores: Record; notes: Record };\n } catch { /* miss */ }\n\n const parsed = await callClaude(apiKey, SCORE_SYSTEM, buildScorePrompt(MORBAU, lang));\n const result = { scores: cleanScores(parsed), notes: cleanNotes(parsed) };\n try { await blob.setJSON(cacheKey, result); } catch { /* non-fatal */ }\n return result;\n}\n\nexport default async function handler(req: Request): Promise {\n const origin = Deno.env.get(\"ALLOWED_ORIGIN\") ?? \"*\";\n\n if (req.method === \"OPTIONS\") {\n return new Response(null, { headers: {\n \"Access-Control-Allow-Origin\": origin,\n \"Access-Control-Allow-Methods\": \"POST, OPTIONS\",\n \"Access-Control-Allow-Headers\": \"Content-Type\",\n }});\n }\n if (req.method !== \"POST\") return err(\"Method not allowed\", 405, origin);\n\n // Rate limiting (per IP per day)\n const ip = req.headers.get(\"x-forwarded-for\")?.split(\",\")[0].trim() ?? \"unknown\";\n const key = `mbc_${new Date().toISOString().slice(0, 10)}_${ip}`;\n let count = 0;\n try { const s = await blob.getJSON(key); count = typeof s === \"number\" ? s : 0; } catch {}\n if (count >= RATE_LIMIT) return err(\"Rate limit reached\", 429, origin);\n\n // Parse body\n let body: { name?: string; ingredients?: string; locale?: string };\n try { body = await req.json(); } catch { return err(\"Invalid JSON\", 400, origin); }\n\n const { name = \"Competitor\", ingredients = \"\", locale = \"en\" } = body;\n if (!ingredients || ingredients.length < 10) return err(\"Too short\", 400, origin);\n if (ingredients.length > MAX_INGREDIENTS) return err(\"Too long\", 400, origin);\n\n const apiKey = Deno.env.get(\"ANTHROPIC_API_KEY\");\n if (!apiKey) return err(\"API key not configured\", 500, origin);\n\n const lang = LANG[locale] ?? \"English\";\n const safeName = name.slice(0, 80);\n\n // 1 + 2: blind-score competitor and Morbau in parallel (Morbau usually cached)\n let competitor: { scores: Record; notes: Record };\n let morbau: { scores: Record; notes: Record };\n try {\n const [compParsed, morbauScored] = await Promise.all([\n callClaude(apiKey, SCORE_SYSTEM, buildScorePrompt(ingredients, lang)),\n getMorbauScored(apiKey, lang, locale),\n ]);\n competitor = { scores: cleanScores(compParsed), notes: cleanNotes(compParsed) };\n morbau = morbauScored;\n } catch {\n return err(\"Scoring failed\", 502, origin);\n }\n\n // 3: comparative verdict (does not touch scores). Degrade gracefully.\n let verdictPoints: string[] = [];\n let summary = \"\";\n try {\n const v = await callClaude(\n apiKey,\n VERDICT_SYSTEM,\n buildVerdictPrompt(safeName, ingredients, morbau.scores, competitor.scores, lang),\n );\n if (Array.isArray(v.verdictPoints)) verdictPoints = (v.verdictPoints as unknown[]).map(String).slice(0, 5);\n if (typeof v.summary === \"string\") summary = v.summary;\n } catch { /* verdict optional — stars still render */ }\n\n try { await blob.setJSON(key, count + 1); } catch {}\n\n return new Response(JSON.stringify({ morbau, competitor, verdictPoints, summary }), {\n status: 200,\n headers: { \"Content-Type\": \"application/json\", \"Access-Control-Allow-Origin\": origin },\n });\n}\n\nfunction err(msg: string, status: number, origin: string): Response {\n return new Response(JSON.stringify({ error: msg }), {\n status,\n headers: { \"Content-Type\": \"application/json\", \"Access-Control-Allow-Origin\": origin },\n });\n}","deleted","label",[109],"pulls","branches",1,"forks","envVars",{"_133":135,"_136":40},"connections",{"_133":40,"_134":40},"count","unfilledCount",2,"emptyCount",{"_18":108,"_20":109,"_110":111,"_112":-5,"_113":66,"_114":64,"_115":102,"_22":138,"_63":117,"_118":119,"_120":121,"_122":26,"_123":-5,"_139":140,"_84":141},["D",1782139110252],"children",[],[109],["D",1781528069999],{"_16":17,"_82":78},{"_16":17,"_75":76,"_77":78,"_33":34,"_79":80,"_81":26},{"_63":64,"_20":65,"_18":66,"_67":19,"_68":-5,"_69":-5,"_70":-5,"_71":-5,"_72":-5,"_73":21,"_74":17},"ctx",{"_56":-5,"_104":179,"_180":181,"_182":183,"_184":26,"_185":26,"_186":26,"_187":102,"_188":-5,"_189":-7,"_190":-7,"_191":40,"_192":26,"_193":26,"_194":-5,"_195":26,"_196":26,"_197":26,"_198":-5},"ENV",{"_150":151,"_152":153,"_154":65,"_155":156,"_157":158,"_159":160,"_161":162,"_163":164,"_165":166,"_167":168,"_169":170,"_171":172,"_173":174,"_175":176,"_177":178},"REACT_APP_SENTRY_DSN","https://586020d86f05489db63a554690acf1e9@o1398359.ingest.sentry.io/6724499","RENDER_GIT_COMMIT","e87eb04e707cf64e7e532c8e8ec395f209e17f15","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"]

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