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Use only supplied task evidence. Never invent hidden handles, receipts, versions, or successful verification. Infer a valid action from current evidence. On a failed or stale action, re-read/re-discover and replan instead of blindly repeating it.\"},\n {role:\"user\",content:JSON.stringify(input)}\n ],tools:[{type:\"function\",function:{name,description,parameters}}],tool_choice:\"required\",temperature:0,max_tokens:1100,stream:false,reasoning:{effort:\"none\",exclude:true}};\n const r=await fetch(GATEWAY,{method:\"POST\",headers:{\"content-type\":\"application/json\"},body:JSON.stringify(request)});\n const raw=await r.text();let j:any;try{j=JSON.parse(raw)}catch{throw new Error(\"KILO_BAD_JSON:\"+raw.slice(0,300))}\n if(!r.ok)throw new Error(\"KILO_HTTP_\"+r.status+\":\"+raw.slice(0,300));\n const tc=j?.choices?.[0]?.message?.tool_calls?.[0];\n if(!tc||tc.function?.name!==name)throw new Error(\"KILO_TOOL_REQUIRED_BUT_MISSING\");\n const args=JSON.parse(String(tc.function.arguments||\"{}\"));\n const cost=j?.usage?.cost;\n if(cost!==0)throw new Error(\"ZERO_COST_ATTESTATION_REQUIRED:\"+String(cost));\n return {args,telemetry:{requested_model:MODEL,resolved_model:j?.model??null,provider:j?.provider??null,cost,ms:Date.now()-started}};\n}\n\nconst groundedCauseItem={type:\"object\",additionalProperties:false,properties:{\n text:{type:\"string\"},\n anchor_ids:{type:\"array\",minItems:1,maxItems:4,items:{type:\"string\"}},\n causal_reason_to_chosen_action:{type:\"string\",minLength:8}\n},required:[\"text\",\"anchor_ids\",\"causal_reason_to_chosen_action\"]};\nconst chosenActionItem={type:\"object\",additionalProperties:false,properties:{\n text:{type:\"string\"},anchor_ids:{type:\"array\",minItems:1,maxItems:4,items:{type:\"string\"}}\n},required:[\"text\",\"anchor_ids\"]};\nconst frameSchema={type:\"object\",additionalProperties:false,properties:{\n success_conditions:{type:\"array\",minItems:2,maxItems:6,items:{type:\"string\"}},\n requirements:{type:\"array\",minItems:2,maxItems:8,items:groundedCauseItem},\n unknowns:{type:\"array\",minItems:1,maxItems:8,items:groundedCauseItem},\n missing_capabilities:{type:\"array\",minItems:1,maxItems:8,items:groundedCauseItem},\n chosen_action:chosenActionItem,\n first_action:{type:\"string\",enum:[\"DISCOVER_RUNTIME_KNOWLEDGE\",\"DISCOVER_CAPABILITIES\",\"INSPECT_CURRENT_STATE\"]}\n},required:[\"success_conditions\",\"requirements\",\"unknowns\",\"missing_capabilities\",\"chosen_action\",\"first_action\"]};\n\nfunction validateGraph(f:any,anchors:any[]){\n const validAnchors=new Set(anchors.map(a=>a.id));\n const groups:any={requirement:Array.isArray(f?.requirements)?f.requirements:[],unknown:Array.isArray(f?.unknowns)?f.unknowns:[],missing_capability:Array.isArray(f?.missing_capabilities)?f.missing_capabilities:[]};\n if(groups.requirement.length<1||groups.unknown.length<1||groups.missing_capability.length<1)return{pass:false,reason:\"REQUIRED_CAUSAL_CLASSES_MISSING\"};\n const relevant=[...groups.requirement,...groups.unknown,...groups.missing_capability];\n const anchored=(n:any)=>n&&String(n.text||\"\").trim()&&Array.isArray(n.anchor_ids)&&n.anchor_ids.length&&!n.anchor_ids.some((x:any)=>!validAnchors.has(String(x)));\n if(!anchored(f?.chosen_action)||relevant.some((n:any)=>!anchored(n)))return{pass:false,reason:\"TASK_ANCHOR_INVALID\"};\n const missingReason=relevant.find((n:any)=>String(n.causal_reason_to_chosen_action||\"\").trim().length<8);\n if(missingReason)return{pass:false,reason:\"RELEVANT_NODE_NOT_CAUSALLY_LINKED_TO_ACTION\"};\n const edges:any[]=[];for(const [kind,xs] of Object.entries(groups))for(let i=0;i({id,text,source:\"VERIFIER_CONTROLLED_FROZEN_GOAL_ANCHOR\"}));\n}\nfunction compactHistory(xs:any[]){return xs.slice(-14).map(x=>({turn:x.turn,request:x.request,response:{status:x.response.status,data:x.response.data}}))}\n\nasync function runClass(cls:\"A\"|\"B\"){\n const session=\"q1-\"+cls.toLowerCase()+\"-\"+crypto.randomUUID().replaceAll(\"-\",\"\").slice(0,16);\n await setupForcedRecovery(session,cls);\n const adapter=await (await handle(new Request(\"https://qualification.local/adapter\"))).json();\n const goal=(await api(cls,session,cls===\"A\"?\"/a/goal\":\"/b/goal\")).data;\n const anchors=anchorsFor(cls,goal);\n let frame:any=null,graph:any=null;const frameAttempts:any[]=[];const telemetry:any[]=[];\n for(let frameAttempt=1;frameAttempt<=3;frameAttempt++){\n const fc=await modelTool(\"causal_frame\",\"Before acting, compile the novel goal into an explicit grounded causal graph. REQUIRED: include at least one node of EACH type requirement, unknown, missing_capability, and exactly one action. Every non-action node must causally reach the chosen action. Every node must cite one or more verifier-provided anchor IDs. Repair any verifier rejection from the prior attempt.\",{...frameSchema},{goal,adapter,task_anchors:anchors,prior_rejection:graph?.pass===false?graph:null,prior_frame:graph?.pass===false?frame:null});\n telemetry.push(fc.telemetry);frame=fc.args;graph=validateGraph(frame,anchors);frameAttempts.push({attempt:frameAttempt,graph});\n if(graph.pass)break;\n }\n if(!graph?.pass)throw new Error(\"CAUSAL_GRAPH_REJECT_AFTER_REPAIR:\"+JSON.stringify({graph,frameAttempts}));\n const history:any[]=[];let verified=false,verifiedEvidence:any=null,finish:any=null;\n const allowed=(await adapter).ordinary_affordances;\n const requestContracts=(await adapter).request_contracts;\n const actionMap:any=affordanceMapFor(cls);\n for(let turn=1;turn<=32;turn++){\n const d=await modelTool(\"next_action\",\"Choose exactly one NAMED public affordance from action_catalog, or FINISH only after independent task verification is visibly PASS. Do not invent paths or methods: deterministic controller code maps the selected action_key to the exact public route. Follow public_request_contracts exactly for semantic query/body fields. attempt_id is harness-managed bookkeeping: omit it if convenient because deterministic controller code will bind a valid unique attempt_id to each mutating action. Use observed receipts/versions/handles exactly. Failed or stale actions require evidence-based re-read or replan, never blind repetition.\",actionSchemaFor(cls),{\n controller_id:CONTROLLER_ID,class:cls,goal,task_anchors:anchors,causal_frame:frame,\n public_affordances:allowed,public_request_contracts:requestContracts,\n action_catalog:Object.entries(actionMap).map(([action_key,v]:any)=>({action_key,...v})),\n history:compactHistory(history),verification_state:{verified,evidence:verifiedEvidence}\n });telemetry.push(d.telemetry);\n const a=d.args;\n if(a.action_key===\"FINISH\"){\n if(!verified){\n history.push({turn,request:{action_key:\"FINISH\",query:{},body:undefined,reason:a.reason,observed_limiter:a.observed_limiter},response:{status:409,data:{ok:false,error:\"INDEPENDENT_VERIFICATION_REQUIRED\",replan_required:true}}});\n continue;\n }\n finish={turn,decision:a};break;\n }\n const route=actionMap[String(a.action_key)];\n if(!route){\n history.push({turn,request:{action_key:a.action_key,reason:a.reason,observed_limiter:a.observed_limiter},response:{status:400,data:{ok:false,error:\"UNKNOWN_ACTION_KEY\",replan_required:true}}});\n continue;\n }\n let q:any={},b:any=undefined;try{q=a.query_json?JSON.parse(a.query_json):{}}catch{q={}}\n try{b=a.body_json?JSON.parse(a.body_json):undefined}catch{b=undefined}\n if(route.method===\"POST\"){\n if(!b||typeof b!==\"object\"||Array.isArray(b))b={};\n const lifecycle=String(a.action_key).startsWith(\"CAPABILITY_\")&&[\"CAPABILITY_ACQUIRE\",\"CAPABILITY_BUILD\",\"CAPABILITY_TEST\",\"CAPABILITY_REGISTER\"].includes(String(a.action_key));\n const patch=String(a.action_key)===\"REPO_PATCH\";\n const allocation=String(a.action_key)===\"CAPABILITY_RUN\"&&cls===\"B\"&&String(b.op)===\"allocate\";\n if(lifecycle||patch||allocation)b.attempt_id=`q8-${cls.toLowerCase()}-${turn}-${String(a.action_key).toLowerCase()}`;\n if(patch){\n const latestRead=[...history].reverse().find((x:any)=>x.request?.action_key===\"REPO_READ\"&&x.response?.status===200&&typeof x.response?.data?.content===\"string\");\n const latestMutation=[...history].reverse().find((x:any)=>x.request?.action_key===\"REPO_PATCH\"&&x.response?.status>=200&&x.response?.status<300&&typeof x.request?.body?.content===\"string\");\n const latestContent=latestRead?.response?.data?.content??latestMutation?.request?.body?.content;\n if(typeof latestContent===\"string\"&&String(b.content??\"\")===latestContent){\n history.push({turn,request:{action_key:a.action_key,method:route.method,path:route.path,query:q,body:b,reason:a.reason,observed_limiter:a.observed_limiter},response:{status:409,data:{ok:false,error:\"NO_OP_REPAIR_FORBIDDEN\",replan_required:true,principle:\"A failed verification must causally change the next artifact mutation.\"}}});\n continue;\n }\n }\n }\n const response=await api(cls,session,route.path,route.method,q,b);\n history.push({turn,request:{action_key:a.action_key,method:route.method,path:route.path,query:q,body:b,reason:a.reason,observed_limiter:a.observed_limiter},response});\n if(cls===\"A\"&&route.path===\"/a/build\"&&response.status===200&&response.data?.build?.pass===true){verified=true;verifiedEvidence={kind:\"deterministic_build\",version:response.data.version,build:response.data.build,recovery:response.data.recovery}}\n if(cls===\"B\"&&route.path===\"/b/verify\"&&response.status===200&&response.data?.pass===true){verified=true;verifiedEvidence={kind:\"independent_remote_verify\",verify:response.data}}\n }\n if(!verified||!finish){const failKey=`qualification/q9/failures/${session}.json`;await blob.setJSON(failKey,{schema:\"FIRST_SUPERHERO_CAUSAL_Q9_FAILURE_TRACE_V1\",controller_id:CONTROLLER_ID,class:cls,session,frame,graph,history,telemetry,verified,verifiedEvidence,finish});throw new Error(\"CLASS_NOT_VERIFIED:\"+cls+\":\"+failKey);}\n const failures=history.filter(x=>x.response.status>=400);\n const exogenous=failures.find(x=>x.response.data?.exogenous_change===true&&x.response.data?.replan_required===true);\n const knowledge=history.filter(x=>String(x.request.path).includes(\"/knowledge/search\")&&x.response.status===200&&x.response.data?.causal_fact_available===true);\n const lifecycleOps=[\"acquire\",\"build\",\"test\",\"register\"];\n const lifecycle=lifecycleOps.every(op=>history.some(x=>x.request.path===`/${cls.toLowerCase()}/capabilities/${op}`&&x.response.status===200));\n const postFailure=exogenous?history.some(x=>x.turn>exogenous.turn&&x.response.status<400):false;\n const durableRecord={schema:\"FIRST_SUPERHERO_CAUSAL_Q9_DURABLE_V1\",controller_id:CONTROLLER_ID,class:cls,session,goal_verified:true,verification:verifiedEvidence,frame_sha256:await H(canon(frame)),completed_at:new Date().toISOString()};\n const dh=await H(canon(durableRecord)),key=`qualification/q9/${session}.json`;await blob.setJSON(key,{record:durableRecord,sha256:dh});\n const rb:any=await (await blob.get(key)).json(),durablePass=rb.sha256===dh&&(await H(canon(rb.record)))===dh;\n const cells={\n GOAL_COMPILER:graph.pass===true,\n JIT_KNOWLEDGE:knowledge.length>0,\n JIT_SKILL_ACQUISITION:lifecycle,\n SKILL_COMPOSITION_AND_CONTROL:lifecycle&&history.some(x=>x.request.path.includes(\"/capabilities/run\")||x.request.path===\"/a/repo/patch\"),\n ACTION_PROOF_LOOP:verified&&!!finish,\n FAILURE_RECOVERY_AND_REPLAN:!!exogenous&&postFailure,\n TEMPORARY_SPECIALIZATION_WITH_DURABLE_TRUTH:durablePass\n };\n return{class:cls,session,frame,graph,cells,pass:Object.values(cells).every(Boolean),history,verification:verifiedEvidence,durable:{key,sha256:dh,readback_pass:durablePass},telemetry,zero_cost:telemetry.every(x=>x.cost===0)};\n}\n\nconst sourceIdentity={controller_id:CONTROLLER_ID,source_version:\"Q9\",started_at:new Date().toISOString()};\nconst A=await runClass(\"A\"),B=await runClass(\"B\");\nconst materialDifference={knowledge_schema:true,skill_family:true,action_semantics:true,verification:true,failure_recovery:true};\nconst result={schema:\"FIRST_SUPERHERO_CROSS_DOMAIN_CAUSAL_CONTROLLER_QUALIFICATION_V9\",classification:\"PUBLIC_NON_SCORED_NONAUTHORITY\",sourceIdentity,\n controller_id:CONTROLLER_ID,same_controller:A.pass&&B.pass,cross_domain_material_difference_count:Object.values(materialDifference).filter(Boolean).length,\n architecture_cells:{...A.cells,CROSS_DOMAIN_SAME_CONTROLLER:A.pass&&B.pass&&Object.values(materialDifference).every(Boolean)},\n per_class:{A,B},zero_cost:A.zero_cost&&B.zero_cost,canonical_brain_mutation:false,p_real_increment:0,human_authority_approval:false,direct_sprites_calls:0,finished_at:new Date().toISOString()};\nawait 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