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challengeUrl=\"https://mosadek--dd0ed4f0ac5e11f1ba141607ee4eb77e.web.val.run\";\nconst gateway=\"https://api.kilo.ai/api/gateway/chat/completions\";\nconst models=[\"dots-studio/dots-3-note-preview:free\",\"nvidia/nemotron-3-super-120b-a12b:free\"];\nconst skillCatalog=[\n {skill_id:\"yaml_parse\",input_format:\"YAML 1.2 text\",package_spec:\"jsr:@std/yaml@1.2.0\",export_name:\"parse\",source_urls:[\"https://docs.deno.com/runtime/reference/std/yaml/\",\"https://jsr.io/@std/yaml/doc/parse\"]},\n {skill_id:\"toml_parse\",input_format:\"TOML text\",package_spec:\"jsr:@std/toml@1.0.11\",export_name:\"parse\",source_urls:[\"https://docs.deno.com/runtime/reference/std/\",\"https://jsr.io/@std/toml/doc/all_symbols\"]},\n {skill_id:\"xml_parse\",input_format:\"XML text\",package_spec:\"jsr:@std/xml\",export_name:\"parse\",source_urls:[\"https://docs.deno.com/runtime/reference/std/xml/\"]}\n];\n\nasync function choose(model:string,challenge:any){\n const t=Date.now();\n const prompt=[\n \"You are the JIT skill-selection stage of a goal-directed controller.\",\n \"Choose exactly one skill from the supplied current trusted catalog that matches the runtime document format and required operation.\",\n \"Return ONLY JSON {\\\"skill_id\\\":\\\"...\\\"}. Do not solve or extract the payload yourself.\",\n \"Challenge: \"+JSON.stringify({goal:challenge.goal,input_format:challenge.input_format,required_operation:challenge.required_operation}),\n \"Skill catalog: \"+JSON.stringify(skillCatalog)\n ].join(\"\\n\");\n try{\n const r=await fetch(gateway,{method:\"POST\",headers:{\"content-type\":\"application/json\"},body:JSON.stringify({model,messages:[{role:\"user\",content:prompt}],temperature:0,max_tokens:120,stream:false,reasoning:{effort:\"none\",exclude:true}})});\n const raw=await r.text(); const ms=Date.now()-t;\n if(!r.ok)return{model,ms,ok:false,error:\"HTTP_\"+r.status+\":\"+raw.slice(0,200)};\n const j=JSON.parse(raw), content=String(j?.choices?.[0]?.message?.content??\"\");\n const i=content.indexOf(\"{\"),k=content.lastIndexOf(\"}\");\n if(i<0||ks.skill_id===x.skill_id), cost=j?.usage?.cost;\n return{model,ms,ok:!!skill&&cost===0,skill,responseModel:j?.model,cost,error:!skill?\"UNKNOWN_SKILL\":cost!==0?\"NO_ZERO_COST_ATTESTATION\":undefined};\n }catch(e){return{model,ms:Date.now()-t,ok:false,error:String(e)}}\n}\n\nasync function runOne(fmt:\"yaml\"|\"toml\"){\n const challenge=await fetch(challengeUrl+\"?format=\"+fmt,{headers:{\"cache-control\":\"no-store\"}}).then(async r=>{if(!r.ok)throw new Error(\"CHALLENGE_HTTP_\"+r.status);return r.json()});\n const runId=crypto.randomUUID();\n const choices=await Promise.all(models.map(m=>choose(m,challenge)));\n const valid=choices.filter((x:any)=>x.ok).sort((a:any,b:any)=>a.ms-b.ms);\n if(!valid.length)throw new Error(\"NO_ZERO_COST_VALID_SKILL_SELECTION:\"+JSON.stringify({fmt,choices}));\n const winner:any=valid[0], skill=winner.skill;\n if(skill.input_format!==challenge.input_format)throw new Error(\"SKILL_FORMAT_MISMATCH\");\n const mod=await import(skill.package_spec); const fn=mod[skill.export_name];\n if(typeof fn!==\"function\")throw new Error(\"ACQUIRED_EXPORT_NOT_FUNCTION\");\n const parsed=fn(challenge.payload_text); let cur:any=parsed;\n for(const part of challenge.extract_path){if(cur===null||typeof cur!==\"object\"||!(part in cur))throw new Error(\"EXTRACT_PATH_MISSING\");cur=cur[part]}\n const result={\n schema:\"SUPERHERO_JIT_SKILL_RUN_V2\",classification:\"CANDIDATE_NONAUTHORITY\",run_id:runId,challenge_id:challenge.challenge_id,\n acquired_after_goal:true,selected_skill:skill.skill_id,package_spec:skill.package_spec,export_name:skill.export_name,source_urls:skill.source_urls,\n extracted_value:cur,expected_value_sha256:challenge.expected_value_sha256,worker_model_requested:winner.model,worker_model_returned:winner.responseModel??null,\n worker_ms:winner.ms,worker_cost:winner.cost,\n all_worker_choices:choices.map((x:any)=>({model:x.model,ms:x.ms,ok:x.ok,responseModel:x.responseModel??null,cost:x.cost??null,error:x.error??null,skill_id:x.skill?.skill_id??null})),\n authority:false,p_real_increment:0,human_authority_approval:false\n };\n const vr=await fetch(challengeUrl,{method:\"POST\",headers:{\"content-type\":\"application/json\"},body:JSON.stringify(result)}); const receipt=await vr.json();\n if(!vr.ok||receipt?.pass!==true)throw new Error(\"INDEPENDENT_VERIFIER_REJECT:\"+JSON.stringify(receipt));\n return {...result,verifier_receipt:receipt};\n}\n\nconst startedAt=new Date().toISOString();\nconst yaml=await runOne(\"yaml\");\nconst toml=await runOne(\"toml\");\nconst out={schema:\"SUPERHERO_JIT_SKILL_CROSS_FORMAT_REPLICATION_V3\",classification:\"CANDIDATE_NONAUTHORITY\",started_at:startedAt,finished_at:new Date().toISOString(),runs:[yaml,toml],pass:yaml.verifier_receipt.pass===true&&toml.verifier_receipt.pass===true,authority:false,p_real_increment:0};\nawait blob.setJSON(\"jit-skill-v3/LATEST.json\",out);\nconsole.log(JSON.stringify(out,null,2));","label",[18],"pulls","branches",1,"forks","envVars",{"_163":26,"_165":26},"connections",{"_163":26,"_164":26},"count","unfilledCount","emptyCount",{"_32":253,"_13":236,"_63":230,"_42":-5,"_34":35,"_148":254,"_149":85,"_36":255,"_38":26,"_65":256,"_151":-5,"_67":24,"_153":-5,"_183":257,"_17":258},{"_32":245,"_13":246,"_63":247,"_42":230,"_34":35,"_148":248,"_149":85,"_36":249,"_38":26,"_65":66,"_151":250,"_67":24,"_153":-5,"_183":251,"_17":252},{"_32":237,"_13":238,"_63":239,"_42":230,"_34":35,"_148":240,"_149":85,"_36":241,"_38":26,"_65":66,"_151":242,"_67":24,"_153":-5,"_183":243,"_17":244},{"_32":227,"_13":228,"_63":229,"_42":230,"_34":35,"_148":231,"_149":85,"_36":232,"_38":26,"_65":66,"_151":233,"_67":24,"_153":-5,"_183":234,"_17":235},{"_32":220,"_13":221,"_63":83,"_42":-5,"_34":35,"_148":111,"_149":85,"_36":222,"_38":26,"_65":223,"_151":224,"_67":24,"_153":-5,"_183":225,"_17":226},{"_32":213,"_13":214,"_63":215,"_42":-5,"_34":35,"_148":157,"_149":85,"_36":216,"_38":26,"_65":66,"_151":217,"_67":24,"_153":-5,"_183":218,"_17":219},{"_32":205,"_13":206,"_63":207,"_42":-5,"_34":35,"_148":208,"_149":85,"_36":209,"_38":157,"_65":66,"_151":210,"_67":24,"_153":-5,"_183":211,"_17":212},{"_32":147,"_13":18,"_63":64,"_42":-5,"_34":35,"_148":39,"_149":85,"_36":202,"_38":26,"_65":66,"_151":152,"_67":24,"_153":-5,"_183":203,"_17":204},{"_32":194,"_13":195,"_63":196,"_42":-5,"_34":35,"_148":197,"_149":85,"_36":198,"_38":26,"_65":66,"_151":199,"_67":24,"_153":-5,"_183":200,"_17":201},{"_32":186,"_13":187,"_63":188,"_42":-5,"_34":35,"_148":189,"_149":85,"_36":190,"_38":26,"_65":66,"_151":191,"_67":24,"_153":-5,"_183":192,"_17":193},{"_32":177,"_13":178,"_63":179,"_42":-5,"_34":35,"_148":180,"_149":85,"_36":181,"_38":26,"_65":66,"_151":182,"_67":24,"_153":-5,"_183":184,"_17":185},"2614a99f-b96e-4025-9600-0a10ee57e8a0","semantic_baseline_v3.ts","9ada09fe-ac60-11f1-91b9-1607ee4eb77e",9,["D",1788966633947],"const challengeUrl=\"https://mosadek--5785fea6ac6011f1b8e41607ee4eb77e.web.val.run\";\nconst skills:any={\n route_cost_path:()=>import(\"./skills/shortest_path.ts\"),\n network_connector:()=>import(\"./skills/min_spanning_tree.ts\"),\n dependency_order:()=>import(\"./skills/topological_order.ts\")\n};\nfunction select(goalRaw:string){\n const g=goalRaw.toLowerCase();\n if(g.includes(\"prerequisite\")||g.includes(\"source of each arrow\"))return \"dependency_order\";\n if(g.includes(\"backbone\")||g.includes(\"tree structure\")||g.includes(\"connect the whole network\"))return \"network_connector\";\n if(g.includes(\"route\")||g.includes(\"directed ways\")||g.includes(\"accumulated edge cost\")||g.includes(\"sum of link weights\"))return \"route_cost_path\";\n return null;\n}\nconst batch:any=await fetch(challengeUrl,{headers:{\"cache-control\":\"no-store\"}}).then(r=>r.json());\nconst rows:any[]=[];\nfor(const c of batch.challenges??[]){\n const selected=select(String(c.goal??\"\"));\n if(!selected||!skills[selected]){rows.push({challenge_id:c.challenge_id,selected,pass:false,error:\"NO_RULE\"});continue}\n const mod=await skills[selected](); const output=mod.execute(c.graph);\n const body={run_id:crypto.randomUUID(),challenge_id:c.challenge_id,mode:\"baseline\",selected_skill:selected,output,authority:false,p_real_increment:0};\n const vr=await fetch(challengeUrl,{method:\"POST\",headers:{\"content-type\":\"application/json\"},body:JSON.stringify(body)});\n const receipt=await vr.json();\n rows.push({challenge_id:c.challenge_id,goal:c.goal,selected,output,status:vr.status,pass:receipt?.pass===true,receipt});\n}\nconst out={schema:\"JIT_SEMANTIC_V3_DETERMINISTIC_BASELINE\",batch_id:batch.batch_id,rows,pass:rows.length===3&&rows.every(x=>x.pass),model_calls:0,authority:false,p_real_increment:0};\nconsole.log(JSON.stringify(out,null,2));\nexport default out;","children",[],[178],"c2518aaa-f5e1-4d5c-822b-ed28120ecc20","controller_v5.ts","508b4ab0-ac61-11f1-aec8-1607ee4eb77e",11,["D",1788966938818],"import { blob } from \"https://esm.town/v/std/blob/main.ts\";\n\nconst challengeUrl=\"https://mosadek--35ffa6faac6111f1b8811607ee4eb77e.web.val.run\";\nconst gateway=\"https://api.kilo.ai/api/gateway/chat/completions\";\nconst model=\"dots-studio/dots-3-note-preview:free\";\nconst skills=[\n {skill_id:\"route_cost_path\",description:\"For a weighted directed graph with two distinguished endpoints, return a path minimizing additive edge penalty.\"},\n {skill_id:\"network_connector\",description:\"For a weighted graph, return an acyclic spanning subgraph with n-1 edges minimizing aggregate weight.\"},\n {skill_id:\"dependency_order\",description:\"For a directed acyclic graph, return a linear extension of the induced partial order.\"}\n];\nconst STOP=new Set([\"a\",\"an\",\"the\",\"all\",\"and\",\"or\",\"to\",\"of\",\"in\",\"on\",\"with\",\"that\",\"from\",\"every\",\"for\",\"return\",\"given\"]);\nfunction toks(s:string){return new Set(s.toLowerCase().replace(/[^a-z0-9]+/g,\" \").split(/\\s+/).filter(x=>x&&!STOP.has(x)))}\nfunction score(goal:string,desc:string){const a=toks(goal),b=toks(desc);let n=0;for(const x of a)if(b.has(x))n++;return n}\nfunction baseline(goal:string){\n const xs=skills.map(s=>({skill:s,score:score(goal,s.description)})).sort((a,b)=>b.score-a.score||a.skill.skill_id.localeCompare(b.skill.skill_id));\n return {skill:xs[0].skill,scores:xs.map(x=>({skill_id:x.skill.skill_id,score:x.score}))};\n}\nasync function execute(skillId:string,g:any){\n if(skillId===\"route_cost_path\"){const m=await import(\"./skills/shortest_path.ts\");return m.execute(g)}\n if(skillId===\"network_connector\"){const m=await import(\"./skills/min_spanning_tree.ts\");return m.execute(g)}\n if(skillId===\"dependency_order\"){const m=await import(\"./skills/topological_order.ts\");return m.execute(g)}\n throw new Error(\"UNKNOWN_SKILL\");\n}\nasync function modelPick(goal:string){\n const t=Date.now();\n const prompt=[\n \"Choose the single capability from the catalog whose semantics are required to satisfy the goal.\",\n \"The skill IDs are opaque labels. Infer meaning from the descriptions. Do not solve the graph.\",\n 'Return ONLY JSON {\"skill_id\":\"...\"}.',\n \"Goal: \"+goal,\n \"Catalog: \"+JSON.stringify(skills)\n ].join(\"\\n\");\n try{\n const r=await fetch(gateway,{method:\"POST\",headers:{\"content-type\":\"application/json\"},body:JSON.stringify({model,messages:[{role:\"user\",content:prompt}],temperature:0,max_tokens:100,stream:false,reasoning:{effort:\"none\",exclude:true}})});\n const raw=await r.text(),ms=Date.now()-t;\n if(!r.ok)return{ok:false,ms,error:\"HTTP_\"+r.status,cost:null,returned_model:null,skill_id:null};\n const env=JSON.parse(raw),content=String(env?.choices?.[0]?.message?.content??\"\");\n const i=content.indexOf(\"{\"),j=content.lastIndexOf(\"}\");\n if(i<0||js.skill_id===x.skill_id),cost=env?.usage?.cost;\n return{ok:!!skill&&cost===0,ms,error:!skill?\"UNKNOWN_SKILL\":cost!==0?\"NO_ZERO_COST_ATTESTATION\":null,cost:cost??null,returned_model:env?.model??null,skill_id:skill?.skill_id??null};\n }catch(e){return{ok:false,ms:Date.now()-t,error:String(e),cost:null,returned_model:null,skill_id:null}}\n}\nasync function verify(x:any){const r=await fetch(challengeUrl,{method:\"POST\",headers:{\"content-type\":\"application/json\"},body:JSON.stringify(x)});return{status:r.status,receipt:await r.json()}}\nconst batch=await fetch(challengeUrl,{headers:{\"cache-control\":\"no-store\"}}).then(async r=>{if(!r.ok)throw new Error(\"CHALLENGE_HTTP_\"+r.status);return r.json()});\nconst rows:any[]=[];\nfor(const c of batch.challenges){\n const b=baseline(c.goal),bout=await execute(b.skill.skill_id,c.graph);\n const br=await verify({mode:\"baseline\",challenge_id:c.challenge_id,selected_skill:b.skill.skill_id,output:bout,authority:false,p_real_increment:0});\n const w=await modelPick(c.goal);\n let modelResult:any={...w,verified:false,receipt:null};\n if(w.ok&&w.skill_id){\n const out=await execute(w.skill_id,c.graph);\n const vr=await verify({mode:\"model\",challenge_id:c.challenge_id,selected_skill:w.skill_id,output:out,worker_cost:w.cost,authority:false,p_real_increment:0,human_authority_approval:false});\n modelResult={...w,verified:vr.receipt?.pass===true,receipt:vr.receipt};\n }\n rows.push({challenge_id:c.challenge_id,goal:c.goal,baseline:{selected_skill:b.skill.skill_id,scores:b.scores,pass:br.receipt?.pass===true,receipt:br.receipt},model:modelResult});\n}\nconst summary={baseline_passes:rows.filter(r=>r.baseline.pass).length,model_passes:rows.filter(r=>r.model.verified).length,total:rows.length,model,model_calls:rows.length};\nconst out={schema:\"SUPERHERO_JIT_HELDOUT_V5\",classification:\"CANDIDATE_NONAUTHORITY\",batch_id:batch.batch_id,summary,rows,authority:false,p_real_increment:0,finished_at:new Date().toISOString()};\nawait blob.setJSON(\"jit-skill-v5/\"+batch.batch_id+\".json\",out);await blob.setJSON(\"jit-skill-v5/LATEST.json\",out);\nconsole.log(JSON.stringify({summary,rows:rows.map(r=>({goal:r.goal,baseline:{skill:r.baseline.selected_skill,pass:r.baseline.pass,scores:r.baseline.scores},model:{skill:r.model.skill_id,ms:r.model.ms,cost:r.model.cost,returned_model:r.model.returned_model,verified:r.model.verified,error:r.model.error}}))},null,2));",[],[187],"e45b2352-3b2f-460e-8735-a0ed271b384f","controller_v4.ts","c3b37770-ac60-11f1-93ac-1607ee4eb77e",10,["D",1788966702519],"import { blob } from \"https://esm.town/v/std/blob/main.ts\";\n\nconst challengeUrl=\"https://mosadek--5785fea6ac6011f1b8e41607ee4eb77e.web.val.run\";\nconst gateway=\"https://api.kilo.ai/api/gateway/chat/completions\";\nconst models=[\n \"dots-studio/dots-3-note-preview:free\",\n \"nvidia/nemotron-3-super-120b-a12b:free\"\n];\n\nconst skills=[\n {skill_id:\"route_cost_path\",description:\"Compute a minimum-total-weight directed route from a source node to a target node.\",module:\"./skills/shortest_path.ts\"},\n {skill_id:\"network_connector\",description:\"Choose undirected weighted links that span all nodes at minimum total cost without cycles.\",module:\"./skills/min_spanning_tree.ts\"},\n {skill_id:\"dependency_order\",description:\"Produce an ordering of directed dependencies where every prerequisite appears before its dependents.\",module:\"./skills/topological_order.ts\"}\n];\n\nconst STOP=new Set([\"a\",\"an\",\"the\",\"all\",\"at\",\"and\",\"or\",\"to\",\"of\",\"in\",\"on\",\"with\",\"that\",\"from\",\"every\",\"such\",\"so\",\"its\",\"it\",\"is\",\"be\",\"by\",\"for\"]);\nfunction tokens(s:string){return new Set(s.toLowerCase().replace(/[^a-z0-9]+/g,\" \").split(/\\s+/).filter(x=>x&&!STOP.has(x)))}\nfunction overlap(a:Set,b:Set){let n=0;for(const x of a)if(b.has(x))n++;return n}\nfunction baselinePick(goal:string){\n const g=tokens(goal);\n const scored=skills.map(s=>({skill:s,score:overlap(g,tokens(s.description))})).sort((a,b)=>b.score-a.score||a.skill.skill_id.localeCompare(b.skill.skill_id));\n return {skill:scored[0].skill,scores:scored.map(x=>({skill_id:x.skill.skill_id,score:x.score}))};\n}\n\nasync function choose(model:string,challenge:any){\n const started=Date.now();\n const prompt=[\n \"You are a semantic just-in-time capability selector.\",\n \"Choose exactly one trusted skill that is necessary for the user's goal.\",\n \"Do not solve the graph yourself. The graph shape is shared across several different possible goals, so infer the required capability from the goal semantics.\",\n 'Return ONLY JSON {\"skill_id\":\"...\"}.',\n \"Goal: \"+challenge.goal,\n \"Trusted skill catalog: \"+JSON.stringify(skills.map(({skill_id,description})=>({skill_id,description})))\n ].join(\"\\n\");\n try{\n const r=await fetch(gateway,{method:\"POST\",headers:{\"content-type\":\"application/json\"},body:JSON.stringify({\n model,messages:[{role:\"user\",content:prompt}],temperature:0,max_tokens:120,stream:false,reasoning:{effort:\"none\",exclude:true}\n })});\n const raw=await r.text(),ms=Date.now()-started;\n if(!r.ok)return {model,ms,ok:false,error:\"HTTP_\"+r.status};\n const env=JSON.parse(raw),content=String(env?.choices?.[0]?.message?.content??\"\");\n const i=content.indexOf(\"{\"),j=content.lastIndexOf(\"}\");\n if(i<0||js.skill_id===x.skill_id);\n const cost=env?.usage?.cost;\n return {model,ms,ok:!!skill&&cost===0,skill,returned_model:env?.model??null,cost:cost??null,error:!skill?\"UNKNOWN_SKILL\":cost!==0?\"NO_ZERO_COST_ATTESTATION\":null};\n }catch(e){return {model,ms:Date.now()-started,ok:false,error:String(e)}}\n}\n\nasync function executeSkill(skill:any,graph:any){\n if(skill.skill_id===\"route_cost_path\"){const mod=await import(\"./skills/shortest_path.ts\");return mod.execute(graph)}\n if(skill.skill_id===\"network_connector\"){const mod=await import(\"./skills/min_spanning_tree.ts\");return mod.execute(graph)}\n if(skill.skill_id===\"dependency_order\"){const mod=await import(\"./skills/topological_order.ts\");return mod.execute(graph)}\n throw new Error(\"UNKNOWN_SKILL_EXEC\");\n}\nasync function verify(body:any){\n const r=await fetch(challengeUrl,{method:\"POST\",headers:{\"content-type\":\"application/json\"},body:JSON.stringify(body)});\n const receipt=await r.json();\n return {http:r.status,receipt};\n}\n\nconst batch=await fetch(challengeUrl,{headers:{\"cache-control\":\"no-store\"}}).then(async r=>{if(!r.ok)throw new Error(\"CHALLENGE_HTTP_\"+r.status);return r.json()});\nconst rows:any[]=[];\nfor(const c of batch.challenges){\n const b=baselinePick(c.goal),bout=await executeSkill(b.skill,c.graph);\n const br=await verify({mode:\"baseline\",run_id:crypto.randomUUID(),challenge_id:c.challenge_id,selected_skill:b.skill.skill_id,output:bout,authority:false,p_real_increment:0});\n const choices=await Promise.all(models.map(m=>choose(m,c)));\n const attempts:any[]=[];\n for(const w of choices){\n if(!w.ok){attempts.push({...w,verified:false,receipt:null});continue}\n const out=await executeSkill(w.skill,c.graph);\n const vr=await verify({mode:\"model\",run_id:crypto.randomUUID(),challenge_id:c.challenge_id,selected_skill:w.skill.skill_id,output:out,worker_cost:w.cost,authority:false,p_real_increment:0,human_authority_approval:false});\n attempts.push({...w,verified:vr.receipt?.pass===true,receipt:vr.receipt,output:out});\n }\n rows.push({\n challenge_id:c.challenge_id,goal:c.goal,\n baseline:{selected_skill:b.skill.skill_id,scores:b.scores,pass:br.receipt?.pass===true,receipt:br.receipt},\n model_attempts:attempts.map(x=>({model:x.model,returned_model:x.returned_model??null,ms:x.ms,cost:x.cost??null,selected_skill:x.skill?.skill_id??null,ok:x.ok,verified:x.verified,error:x.error??null,receipt:x.receipt??null}))\n });\n}\nconst baseline_passes=rows.filter(x=>x.baseline.pass).length;\nconst model_perfect=models.map(model=>({model,passes:rows.filter(r=>r.model_attempts.find((a:any)=>a.model===model)?.verified).length,total:rows.length}));\nconst any_model_passes=rows.filter(r=>r.model_attempts.some((a:any)=>a.verified)).length;\nconst out={schema:\"SUPERHERO_JIT_SEMANTIC_ROUTING_V4\",classification:\"CANDIDATE_NONAUTHORITY\",batch_id:batch.batch_id,rows,baseline_passes,model_perfect,any_model_passes,authority:false,p_real_increment:0,finished_at:new Date().toISOString()};\nawait blob.setJSON(\"jit-skill-v4/LATEST.json\",out);\nconsole.log(JSON.stringify({baseline_passes,model_perfect,any_model_passes,rows:rows.map(r=>({goal:r.goal,baseline:{skill:r.baseline.selected_skill,pass:r.baseline.pass,scores:r.baseline.scores},models:r.model_attempts.map((a:any)=>({model:a.model,skill:a.selected_skill,ms:a.ms,cost:a.cost,verified:a.verified,error:a.error}))}))},null,2));",[],[195],["D",1788966088382],[],[18],"4323bd18-b1a0-41ad-9734-40d44311880e","controller_v2.ts","de83f18a-ac5e-11f1-87f3-1607ee4eb77e",3,["D",1788965908294],"import { blob } from \"https://esm.town/v/std/blob/main.ts\";\n\nconst challengeUrl=\"https://mosadek--dd0ed4f0ac5e11f1ba141607ee4eb77e.web.val.run\";\nconst gateway=\"https://api.kilo.ai/api/gateway/chat/completions\";\nconst models=[\n \"dots-studio/dots-3-note-preview:free\",\n \"nvidia/nemotron-3-super-120b-a12b:free\",\n \"kilo-auto/free\"\n];\nconst skillCatalog=[\n {skill_id:\"yaml_parse\",input_format:\"YAML 1.2 text\",package_spec:\"jsr:@std/yaml@1.2.0\",export_name:\"parse\",source_urls:[\"https://docs.deno.com/runtime/reference/std/yaml/\",\"https://jsr.io/@std/yaml/doc/parse\"]},\n {skill_id:\"toml_parse\",input_format:\"TOML text\",package_spec:\"jsr:@std/toml@1.0.11\",export_name:\"parse\",source_urls:[\"https://docs.deno.com/runtime/reference/std/\",\"https://jsr.io/@std/toml/doc/all_symbols\"]},\n {skill_id:\"xml_parse\",input_format:\"XML text\",package_spec:\"jsr:@std/xml\",export_name:\"parse\",source_urls:[\"https://docs.deno.com/runtime/reference/std/xml/\"]}\n];\n\nasync function choose(model:string,challenge:any){\n const t=Date.now();\n const prompt=[\n \"You are the JIT skill-selection stage of a goal-directed controller.\",\n \"Choose exactly one skill from the supplied current trusted catalog that matches the runtime document format and required operation.\",\n \"Return ONLY JSON {\\\"skill_id\\\":\\\"...\\\"}. Do not solve or extract the payload yourself.\",\n \"Challenge: \"+JSON.stringify({goal:challenge.goal,input_format:challenge.input_format,required_operation:challenge.required_operation}),\n \"Skill catalog: \"+JSON.stringify(skillCatalog)\n ].join(\"\\n\");\n try{\n const r=await fetch(gateway,{method:\"POST\",headers:{\"content-type\":\"application/json\"},body:JSON.stringify({\n model,messages:[{role:\"user\",content:prompt}],temperature:0,max_tokens:120,stream:false,reasoning:{effort:\"none\",exclude:true}\n })});\n const raw=await r.text(); const ms=Date.now()-t;\n if(!r.ok) return {model,ms,ok:false,error:\"HTTP_\"+r.status+\":\"+raw.slice(0,300)};\n const j=JSON.parse(raw); const content=String(j?.choices?.[0]?.message?.content??\"\");\n const i=content.indexOf(\"{\"), k=content.lastIndexOf(\"}\");\n if(i<0||ks.skill_id===x.skill_id);\n const cost=j?.usage?.cost;\n return {model,ms,ok:!!skill&&cost===0,skill,error:!skill?\"UNKNOWN_SKILL\":cost!==0?\"NO_ZERO_COST_ATTESTATION\":undefined,responseModel:j?.model,cost};\n }catch(e){return {model,ms:Date.now()-t,ok:false,error:String(e)}}\n}\n\nconst challenge=await fetch(challengeUrl,{headers:{\"cache-control\":\"no-store\"}}).then(async r=>{if(!r.ok)throw new Error(\"CHALLENGE_HTTP_\"+r.status);return r.json()});\nconst runId=crypto.randomUUID();\nconst choices=await Promise.all(models.map(m=>choose(m,challenge)));\nconst valid=choices.filter((x:any)=>x.ok).sort((a:any,b:any)=>a.ms-b.ms);\nif(!valid.length) throw new Error(\"NO_ZERO_COST_VALID_SKILL_SELECTION:\"+JSON.stringify(choices));\nconst winner:any=valid[0];\nconst skill=winner.skill;\nif(skill.input_format!==challenge.input_format) throw new Error(\"SKILL_FORMAT_MISMATCH\");\nconst mod=await import(skill.package_spec);\nconst fn=mod[skill.export_name];\nif(typeof fn!==\"function\") throw new Error(\"ACQUIRED_EXPORT_NOT_FUNCTION\");\nconst parsed=fn(challenge.payload_text);\nlet cur:any=parsed;\nfor(const part of challenge.extract_path){if(cur===null||typeof cur!==\"object\"||!(part in cur))throw new Error(\"EXTRACT_PATH_MISSING\");cur=cur[part]}\nconst result={\n schema:\"SUPERHERO_JIT_SKILL_RUN_V2\",\n classification:\"CANDIDATE_NONAUTHORITY\",\n run_id:runId,\n challenge_id:challenge.challenge_id,\n acquired_after_goal:true,\n selected_skill:skill.skill_id,\n package_spec:skill.package_spec,\n export_name:skill.export_name,\n source_urls:skill.source_urls,\n extracted_value:cur,\n expected_value_sha256:challenge.expected_value_sha256,\n worker_model_requested:winner.model,\n worker_model_returned:winner.responseModel??null,\n worker_ms:winner.ms,\n worker_cost:winner.cost,\n all_worker_choices:choices.map((x:any)=>({model:x.model,ms:x.ms,ok:x.ok,responseModel:x.responseModel??null,cost:x.cost??null,error:x.error??null,skill_id:x.skill?.skill_id??null})),\n authority:false,p_real_increment:0,human_authority_approval:false\n};\nconst vr=await fetch(challengeUrl,{method:\"POST\",headers:{\"content-type\":\"application/json\"},body:JSON.stringify(result)});\nconst receipt=await vr.json();\nif(!vr.ok||receipt?.pass!==true) throw new Error(\"INDEPENDENT_VERIFIER_REJECT:\"+JSON.stringify(receipt));\nawait blob.setJSON(\"jit-skill-v2/LATEST.json\",{...result,verifier_receipt:receipt,written_at:new Date().toISOString()});\nconsole.log(JSON.stringify({...result,verifier_receipt:receipt},null,2));",[],[206],"caaa82d4-faca-40d7-a8f7-f39539eb270a","controller.ts","52fda76e-abbe-11f1-ba0a-1607ee4eb77e",["D",1788896934906],"import { ValTownOpenAI } from \"https://esm.town/v/std/openai/main.ts\";\nimport { blob } from \"https://esm.town/v/std/blob/main.ts\";\n\nconst openai=new ValTownOpenAI({});\nconst challenge=JSON.parse(await blob.get(\"jit-skill/challenge.json\").then(r=>r.text()));\nconst runId=crypto.randomUUID();\nconst response=await openai.responses.create({\n model:\"gpt-5.6-luna\",\n tools:[{type:\"web_search\"}],\n instructions:[\n \"You are the skill acquisition stage of a goal-directed controller.\",\n \"The task is issued after this controller source is frozen.\",\n \"Determine which current trusted Deno JSR standard-library package can supply the missing capability.\",\n \"You may choose only a package under the jsr:@std/ namespace.\",\n \"Return the package import spec, one exported function name to invoke, and current official source URLs.\",\n \"Do not assume a package from memory; research current documentation.\"\n ].join(\"\\n\"),\n input:JSON.stringify({goal:challenge.goal,input_format:challenge.input_format,required_operation:challenge.required_operation}),\n text:{format:{type:\"json_schema\",name:\"jit_skill_choice\",schema:{\n type:\"object\",\n properties:{\n package_spec:{type:\"string\"},\n export_name:{type:\"string\"},\n source_urls:{type:\"array\",minItems:1,items:{type:\"string\"}},\n acquisition_reason:{type:\"string\"}\n },\n required:[\"package_spec\",\"export_name\",\"source_urls\",\"acquisition_reason\"],\n additionalProperties:false\n }}}\n});\nconst acquired=JSON.parse(response.output_text);\nif(!/^jsr:@std\\/[a-z0-9-]+(?:@[0-9][a-zA-Z0-9._~-]*)?$/.test(acquired.package_spec))throw new Error(\"UNTRUSTED_PACKAGE_NAMESPACE\");\nif(typeof acquired.export_name!==\"string\"||!/^[A-Za-z_$][A-Za-z0-9_$]*$/.test(acquired.export_name))throw new Error(\"BAD_EXPORT\");\nconst mod=await import(acquired.package_spec);\nconst fn=mod[acquired.export_name];\nif(typeof fn!==\"function\")throw new Error(\"ACQUIRED_EXPORT_NOT_FUNCTION\");\nconst parsed=await fn(challenge.payload_text);\nlet cur=parsed;\nfor(const part of challenge.extract_path){if(cur===null||typeof cur!==\"object\"||!(part in cur))throw new Error(\"EXTRACT_PATH_MISSING\");cur=cur[part]}\nconst result={\n schema:\"FIRST_SUPERHERO_JIT_SKILL_RUN_V1\",\n classification:\"CANDIDATE_NONAUTHORITY\",\n run_id:runId,\n challenge_id:challenge.challenge_id,\n controller_goal:challenge.goal,\n acquired_after_goal:true,\n package_spec:acquired.package_spec,\n export_name:acquired.export_name,\n source_urls:acquired.source_urls,\n acquisition_reason:acquired.acquisition_reason,\n extracted_value:cur,\n expected_value_sha256:challenge.expected_value_sha256,\n p_real_increment:0,\n authority:false,\n independent_review_claimed:false,\n human_authority_approval:false\n};\nconst verify=await fetch(challenge.verifier_url,{method:\"POST\",headers:{\"content-type\":\"application/json\"},body:JSON.stringify(result)});\nconst verifierReceipt=await verify.json();\nif(!verify.ok||verifierReceipt?.pass!==true)throw new Error(\"INDEPENDENT_VERIFIER_REJECT\");\nawait blob.setJSON(\"jit-skill/LATEST.json\",{...result,verifier_receipt:verifierReceipt,written_at:new Date().toISOString()});\nconsole.log(JSON.stringify({...result,verifier_receipt:verifierReceipt},null,2));",[],[214],"67542f9e-99b0-47e7-8d3b-6258294bbe2c","catalog_dynamic.ts",["D",1788967193733],"http","export default async function(_req:Request){return Response.json({schema:\"JIT_DYNAMIC_CATALOG_V1\",version:\"PRE_FREEZE_EMPTY\",skills:[]},{headers:{\"cache-control\":\"no-store\"}})}",[],[221],"4086202b-a51e-4fc3-a9ce-04fa91a06bc5","topological_order.ts","164b4aea-ac60-11f1-ac91-1607ee4eb77e","01e263fe-ac60-11f1-87e5-1607ee4eb77e",8,["D",1788966411598],"export function execute(x:any){\n const nodes=[...x.nodes].map(String);\n const indeg=new Map(nodes.map((n:string)=>[n,0]));\n const adj=new Map(nodes.map((n:string)=>[n,[] as string[]]));\n for(const e of x.edges){const a=String(e.from),b=String(e.to);adj.get(a)?.push(b);indeg.set(b,(indeg.get(b)??0)+1)}\n const ready=nodes.filter((n:string)=>(indeg.get(n)??0)===0).sort();\n const out:string[]=[];\n while(ready.length){\n const u=ready.shift()!;out.push(u);\n for(const v of (adj.get(u)??[]).sort()){indeg.set(v,indeg.get(v)!-1);if(indeg.get(v)===0){ready.push(v);ready.sort()}}\n }\n return {acyclic:out.length===nodes.length,order:out};\n}",[],[236,228],"skills","2e297e64-1ddc-49b7-a525-e46dfeeb7898","shortest_path.ts","10a6acb0-ac60-11f1-87aa-1607ee4eb77e",6,["D",1788966402117],"export function execute(x:any){\n const nodes=[...x.nodes].map(String), source=String(x.source), target=String(x.target);\n const dist=new Map(nodes.map((n:string)=>[n,Infinity]));\n const prev=new Map();\n dist.set(source,0);\n const q=new Set(nodes);\n while(q.size){\n let u:string|null=null, best=Infinity;\n for(const n of q){const d=dist.get(n)!; if(d[n,n]));\n const rank=new Map(nodes.map((n:string)=>[n,0]));\n const find=(a:string):string=>{let p=parent.get(a)!; if(p!==a){p=find(p);parent.set(a,p)} return p};\n const unite=(a:string,b:string)=>{let ra=find(a),rb=find(b);if(ra===rb)return false;const xa=rank.get(ra)!,xb=rank.get(rb)!;if(xa({from:String(e.from),to:String(e.to),weight:Number(e.weight)}))\n .sort((a:any,b:any)=>a.weight-b.weight||a.from.localeCompare(b.from)||a.to.localeCompare(b.to));\n const chosen:any[]=[]; let total=0;\n for(const e of edges){if(unite(e.from,e.to)){chosen.push(e);total+=e.weight;if(chosen.length===nodes.length-1)break}}\n if(chosen.length!==nodes.length-1) return {connected:false,total_weight:null,edges:[]};\n return {connected:true,total_weight:total,edges:chosen};\n}",[],[236,246],"710bbbd6-4d42-44c0-844e-cc89b985c486",5,["D",1788966377342],"directory",[167,168,169],[236],["D",1788896934860],["D",1789485645684],{"_11":12,"_125":70},{"_11":12,"_120":121,"_69":70,"_30":68,"_122":123,"_124":24},{"_38":111,"_13":16,"_32":35,"_112":72,"_113":-5,"_114":-5,"_115":-5,"_116":-5,"_117":-5,"_118":14,"_119":12},"ctx",{"_53":-5,"_144":297,"_298":299,"_300":301,"_302":24,"_303":24,"_304":24,"_305":85,"_306":-5,"_307":-7,"_308":-7,"_309":26,"_310":24,"_311":24,"_312":-5,"_313":24,"_314":24,"_315":24,"_316":-5},"ENV",{"_268":269,"_270":271,"_272":16,"_273":274,"_275":276,"_277":278,"_279":280,"_281":282,"_283":284,"_285":286,"_287":288,"_289":290,"_291":292,"_293":294,"_295":296},"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"]

History · controller_v3.ts