[{"_1":2,"_3":-5,"_4":-5},"loaderData",{"_5":6,"_7":8},"actionData","errors","root",{"_107":108,"_109":110},"routes/embed.x.$handle.$name.$",{"_9":10,"_11":12,"_13":14,"_15":16,"_17":18,"_19":20,"_21":-5},"handle","mosadek","name","project-brain-successor-20260915-v1","path","generic_controller_v9.ts","project",{"_22":45,"_11":12,"_33":46,"_47":-5,"_48":42,"_49":50,"_51":50,"_52":53,"_54":-5,"_55":56,"_57":58,"_59":32,"_60":-5,"_61":-5,"_62":63,"_64":65,"_66":67,"_68":69,"_70":71,"_72":-5,"_73":74,"_75":74,"_76":77,"_78":77,"_79":77,"_80":74,"_81":74,"_82":83,"_84":85,"_86":87,"_88":42},"file",{"_22":23,"_11":14,"_24":25,"_26":-5,"_27":28,"_29":30,"_31":32,"_33":34,"_35":36,"_37":38,"_39":40,"_41":42,"_43":-5,"_13":44},"permalink","https://www.val.town/x/mosadek/project-brain-successor-20260915-v1/code/generic_controller_v9.ts","extension","id","fc2ea676-f962-492e-a2d9-dbfae7b8b1f6","fileId","01a0a357-a007-7137-9c9b-a2606c2137cb","parentId","branchId","0b2522ef-5041-4256-a795-786066279094","branchVersion",293,"latest",true,"createdAt",["D",1789446921338],"version",7,"fileType","script","content","const MODEL_FAST=\"nex-agi/nex-n2.5-mini:free\";\nconst MODEL_DEEP=\"nex-agi/nex-n2.5-pro:free\";\nconst MODEL_LING=\"inclusionai/ling-3.0-flash-vl:free\";\nconst GATEWAY=\"https://api.kilo.ai/api/gateway/chat/completions\";\nconst ROUTE_TIMEOUT_MS:Record={[MODEL_FAST]:6000,[MODEL_DEEP]:25000,[MODEL_LING]:25000};\nconst HEDGE_DELAY_MS=750;\nconst enc=new TextEncoder();\nexport async function sha256Text(s:string){return [...new Uint8Array(await crypto.subtle.digest(\"SHA-256\",enc.encode(s)))].map(x=>x.toString(16).padStart(2,\"0\")).join(\"\")}\nexport const canonical=(x:any):string=>x===null||typeof x!==\"object\"?JSON.stringify(x):Array.isArray(x)?\"[\"+x.map(canonical).join(\",\")+\"]\":\"{\"+Object.keys(x).sort().map(k=>JSON.stringify(k)+\":\"+canonical(x[k])).join(\",\")+\"}\";\n\nexport type CatalogAction={key:string,description:string,method:string,path:string,query_schema?:any,body_schema?:any,mutating?:boolean,grounded_query_fields?:string[],grounded_body_fields?:string[],grounded_query_sources?:Record,grounded_body_sources?:Record};\nexport type ControllerInput={goal:any,action_catalog:CatalogAction[],request_contracts:any,max_turns?:number};\nexport type Observation={status:number,data:any};\nexport type Executor=(action:{key:string,query:any,body:any,attempt_id?:string})=>Promise;\nexport type VerificationProbe=(action:{key:string,query:any,body:any},observation:Observation,history:any[])=>Promise<{verified:boolean,evidence:any}>;\n\ntype RouteState={disabled:string[]};\ntype DecisionResult={args:any,telemetry:any};\nconst decisionSchema=(keys:string[])=>({type:\"object\",additionalProperties:false,properties:{action_key:{type:\"string\",enum:[...keys,\"FINISH\"]},query_json:{type:\"string\"},body_json:{type:\"string\"},reason:{type:\"string\",minLength:1}},required:[\"action_key\",\"query_json\",\"body_json\",\"reason\"]});\nfunction routeError(message:string,retryable:boolean){const e:any=new Error(message);e.retryable_route=retryable;return e}\n\nasync function modelDecision(input:any,keys:string[],model:string,externalSignal?:AbortSignal):Promise{\n const request={model,messages:[\n {role:\"system\",content:\"You are one frozen generic goal-directed controller. Use only the supplied goal, public action catalog, request contracts, and observations. Do not assume hidden handles, values, ordering, or success. Every handle, version, receipt, token, identifier, or other reference field marked grounded must come from the matching observed provenance declared by the action contract, never from an unrelated observed string. Discovery searches use conjunctive term matching: start with a few discriminative terms and, after an empty result, shorten or simplify the query instead of making it more specific. Discover missing knowledge and capabilities at runtime. After any failed or stale action, use the new evidence to re-read, rediscover, or change the next action rather than blindly repeating it. Treat detailed deterministic verifier failures as authoritative diagnostic evidence about the artifact under test. When verifier output identifies failed checks, expected-versus-observed behavior, declarations, bindings, or preserved-state requirements and the relevant state is mutable, prioritize a causally targeted mutation that repairs those concrete failures. When a field is a runtime capability binding, use the observed registered capability identifier rather than a human-readable operation label. When repairing a declaration, prefer the minimal representation consistent with existing naming patterns plus authoritative semantics rather than inventing a new label. Do not restart discovery or repeat already-successful lifecycle steps unless later evidence invalidates them. If current authoritative knowledge plus verifier diagnostics already identify the defect, repair it directly rather than searching for redundant knowledge. Choose FINISH only when verification_state.verified is true. Return exactly one required tool call.\"},\n {role:\"user\",content:JSON.stringify(input)}\n ],tools:[{type:\"function\",function:{name:\"next_action\",description:\"Choose one public action or FINISH.\",parameters:decisionSchema(keys)}}],tool_choice:\"required\",temperature:0,max_tokens:1800,stream:false,reasoning:{effort:\"none\",exclude:true}};\n const timeoutMs=ROUTE_TIMEOUT_MS[model]??25000,ac=new AbortController();let timedOut=false,hedgeAborted=false;const timer=setTimeout(()=>{timedOut=true;ac.abort()},timeoutMs);const onAbort=()=>{hedgeAborted=true;ac.abort()};if(externalSignal){if(externalSignal.aborted)onAbort();else externalSignal.addEventListener(\"abort\",onAbort,{once:true})}let r:Response;\n try{r=await fetch(GATEWAY,{method:\"POST\",headers:{\"content-type\":\"application/json\"},body:JSON.stringify(request),signal:ac.signal})}catch(e){const name=String((e as any)?.name??\"\");const retryable=timedOut||hedgeAborted||name===\"AbortError\"||e instanceof TypeError;throw routeError(hedgeAborted?\"MODEL_ROUTE_HEDGE_ABORT\":timedOut?\"MODEL_ROUTE_TIMEOUT\":\"MODEL_ROUTE_TRANSPORT_FAILURE\",retryable)}finally{clearTimeout(timer);externalSignal?.removeEventListener(\"abort\",onAbort)}\n const raw=await r.text();let j:any=null;try{j=JSON.parse(raw)}catch{throw routeError(\"MODEL_BAD_JSON\",false)}\n if(!r.ok){const retryable=r.status===408||r.status===429||r.status>=500;throw routeError(\"MODEL_HTTP_\"+r.status+\":\"+raw.slice(0,300),retryable)}\n if(j?.usage?.cost!==0)throw routeError(\"NONZERO_COST:\"+model+\":\"+String(j?.usage?.cost),false);\n const tc=j?.choices?.[0]?.message?.tool_calls?.[0];if(tc?.function?.name!==\"next_action\")throw routeError(\"MODEL_TOOL_REQUIRED:\"+model,false);\n let args:any;try{args=JSON.parse(String(tc.function.arguments||\"{}\"))}catch{throw routeError(\"MODEL_TOOL_ARGS_BAD_JSON\",false)}\n return {args,telemetry:{requested_model:model,resolved_model:j?.model??null,provider:j?.provider??null,cost:j?.usage?.cost,usage:j?.usage??null}};\n}\n\nexport async function __testRouteV9(callModel:(model:string,signal:AbortSignal)=>Promise,state:RouteState,mode:\"FAST\"|\"DEEP\",hedgeDelayMs=HEDGE_DELAY_MS){\n const primary=mode===\"DEEP\"?MODEL_DEEP:MODEL_FAST,secondary=MODEL_LING,disabled=new Set((state.disabled??[]).map(String)),failures:any[]=[];\n const outcome=(model:string,ac:AbortController)=>callModel(model,ac.signal).then(result=>({kind:\"success\" as const,model,result})).catch(error=>({kind:\"error\" as const,model,error}));\n const direct=async(model:string,hedged:boolean)=>{const ac=new AbortController(),o=await outcome(model,ac);if(o.kind===\"success\")return {ok:true,...o.result,used_model:model,disabled:[...disabled],route_failures:failures,hedged};if((o.error as any)?.retryable_route!==true)throw o.error;disabled.add(model);failures.push({model,error:String((o.error as any)?.message??o.error)});throw routeError(\"ALL_HEDGED_ZERO_COST_ROUTES_UNAVAILABLE\",false)};\n if(disabled.has(primary)){if(disabled.has(secondary))throw routeError(\"ALL_HEDGED_ZERO_COST_ROUTES_UNAVAILABLE\",false);return await direct(secondary,false)}\n if(disabled.has(secondary))return await direct(primary,false);\n const pa=new AbortController(),primaryP=outcome(primary,pa);let delayTimer:any;const delayed=new Promise(resolve=>{delayTimer=setTimeout(()=>resolve({kind:\"hedge\"}),Math.max(0,hedgeDelayMs))});const first:any=await Promise.race([primaryP,delayed]);\n if(first.kind!==\"hedge\"){clearTimeout(delayTimer);if(first.kind===\"success\")return {ok:true,...first.result,used_model:primary,disabled:[...disabled],route_failures:failures,hedged:false};if((first.error as any)?.retryable_route!==true)throw first.error;disabled.add(primary);failures.push({model:primary,error:String((first.error as any)?.message??first.error)});return await direct(secondary,true)}\n const sa=new AbortController(),secondaryP=outcome(secondary,sa),winner:any=await Promise.race([primaryP,secondaryP]);\n if(winner.kind===\"success\"){if(winner.model===primary){sa.abort();return {ok:true,...winner.result,used_model:primary,disabled:[...disabled],route_failures:failures,hedged:true}}pa.abort();disabled.add(primary);failures.push({model:primary,error:\"HEDGE_LOST\"});return {ok:true,...winner.result,used_model:secondary,disabled:[...disabled],route_failures:failures,hedged:true}}\n if((winner.error as any)?.retryable_route!==true){pa.abort();sa.abort();throw winner.error}disabled.add(winner.model);failures.push({model:winner.model,error:String((winner.error as any)?.message??winner.error)});const other:any=winner.model===primary?await secondaryP:await primaryP;\n if(other.kind===\"success\"){if(other.model===primary)sa.abort();else pa.abort();return {ok:true,...other.result,used_model:other.model,disabled:[...disabled],route_failures:failures,hedged:true}}\n if((other.error as any)?.retryable_route!==true){pa.abort();sa.abort();throw other.error}disabled.add(other.model);failures.push({model:other.model,error:String((other.error as any)?.message??other.error)});throw routeError(\"ALL_HEDGED_ZERO_COST_ROUTES_UNAVAILABLE\",false);\n}\n\nfunction parseJson(s:any,fallback:any){try{return typeof s===\"string\"&&s.length?JSON.parse(s):fallback}catch{return fallback}}\nfunction compactHistory(h:any[]){return h.slice(-20).map(x=>({turn:x.turn,request:x.request,response:x.response,verification:x.verification}))}\nfunction primitives(x:any,out:any[]=[]):any[]{if(x===null||typeof x!==\"object\"){out.push(x);return out}if(Array.isArray(x)){for(const v of x)primitives(v,out);return out}for(const v of Object.values(x))primitives(v,out);return out}\nfunction observed(value:any,history:any[]){const want=canonical(value);for(const h of history){for(const v of primitives(h?.response?.data,[])){if(canonical(v)===want)return true}}return false}\nfunction valuesUnderKeys(x:any,keys:Set,out:any[]=[]):any[]{if(x===null||typeof x!==\"object\")return out;if(Array.isArray(x)){for(const v of x)valuesUnderKeys(v,keys,out);return out}for(const [k,v] of Object.entries(x)){if(keys.has(k))primitives(v,out);valuesUnderKeys(v,keys,out)}return out}\nfunction observedFrom(value:any,history:any[],sourceKeys:string[]){const want=canonical(value),ks=new Set(sourceKeys);for(const h of history){for(const v of valuesUnderKeys(h?.response?.data,ks,[])){if(canonical(v)===want)return true}}return false}\nfunction validateAction(spec:CatalogAction,query:any,body:any,history:any[]){for(const k of Object.keys(spec.query_schema??{}))if(query?.[k]===undefined)return `MISSING_QUERY_FIELD:${k}`;for(const k of Object.keys(spec.body_schema??{}))if(body?.[k]===undefined)return `MISSING_BODY_FIELD:${k}`;for(const k of spec.grounded_query_fields??[])if(!observed(query?.[k],history))return `UNGROUNDED_QUERY_FIELD:${k}`;for(const k of spec.grounded_body_fields??[])if(!observed(body?.[k],history))return `UNGROUNDED_BODY_FIELD:${k}`;for(const [k,sources] of Object.entries(spec.grounded_query_sources??{}))if(!observedFrom(query?.[k],history,sources))return `BAD_QUERY_PROVENANCE:${k}`;for(const [k,sources] of Object.entries(spec.grounded_body_sources??{}))if(!observedFrom(body?.[k],history,sources))return `BAD_BODY_PROVENANCE:${k}`;return null}\nfunction deepSignal(x:any):boolean{if(x===null||typeof x!==\"object\")return false;if(Array.isArray(x))return x.some(deepSignal);for(const [k,v] of Object.entries(x)){if((k===\"replan_required\"&&v===true)||(k===\"pass\"&&v===false))return true;if(deepSignal(v))return true}return false}\nfunction chooseModel(history:any[]){const last=history.at(-1);if(!last)return MODEL_FAST;if(Number(last?.response?.status??0)>=400||deepSignal(last?.response?.data))return MODEL_DEEP;return MODEL_FAST}\n\nexport async function runFrozenGenericControllerV9(input:ControllerInput,execute:Executor,probe:VerificationProbe){\n const max=Math.max(1,Math.min(40,Number(input.max_turns??32)));\n const keys=input.action_catalog.map(x=>x.key);\n if(keys.length===0||new Set(keys).size!==keys.length)throw new Error(\"BAD_ACTION_CATALOG\");\n const history:any[]=[];const telemetry:any[]=[];let verification={verified:false,evidence:null as any};let finish:any=null;let routeState:RouteState={disabled:[]};\n for(let turn=1;turn<=max;turn++){\n const preferred=chooseModel(history),mode: \"FAST\"|\"DEEP\"=preferred===MODEL_DEEP?\"DEEP\":\"FAST\";\n const routed=await __testRouteV9((m:string,s:AbortSignal)=>modelDecision({goal:input.goal,action_catalog:input.action_catalog,request_contracts:input.request_contracts,history:compactHistory(history),verification_state:verification,controller_mode:mode===\"DEEP\"?\"DEEP_REPAIR\":\"FAST_ROUTINE\"},keys,m,s),routeState,mode);routeState={disabled:routed.disabled};\n telemetry.push({...routed.telemetry,controller_mode:mode===\"DEEP\"?\"DEEP_REPAIR\":\"FAST_ROUTINE\",route_failures:routed.route_failures,disabled_routes:[...routeState.disabled],hedged:routed.hedged===true});\n const a=routed.args;if(a.action_key===\"FINISH\"){\n if(!verification.verified){history.push({turn,request:{key:\"FINISH\",reason:a.reason},response:{status:409,data:{ok:false,error:\"VERIFICATION_REQUIRED\"}},verification});continue}\n finish={turn,reason:a.reason};break;\n }\n if(!keys.includes(String(a.action_key))){history.push({turn,request:{key:a.action_key},response:{status:400,data:{ok:false,error:\"UNKNOWN_ACTION\"}},verification});continue}\n const spec=input.action_catalog.find(x=>x.key===a.action_key)!;\n const query=parseJson(a.query_json,{}),body=parseJson(a.body_json,{});\n const attempt_id=spec.mutating?`g-${turn}-${crypto.randomUUID().replaceAll(\"-\",\"\").slice(0,12)}`:undefined;\n const request={key:spec.key,query,body,attempt_id,reason:a.reason};\n const invalid=validateAction(spec,query,body,history);\n if(invalid){const response={status:409,data:{ok:false,error:\"ACTION_GROUNDING_REJECTED\",detail:invalid,replan_required:true}};verification={verified:false,evidence:null};history.push({turn,request,response,verification});continue}\n const response=await execute(request);\n verification=await probe(request,response,history);\n history.push({turn,request,response,verification});\n }\n const result={schema:\"FROZEN_GENERIC_CONTROLLER_RUN_V6\",controller_policy:{fast_model:MODEL_FAST,deep_model:MODEL_DEEP,hedge_model:MODEL_LING,hedge_delay_ms:HEDGE_DELAY_MS,route_timeouts_ms:ROUTE_TIMEOUT_MS,route_strategy:\"staggered zero-cost hedge; first valid decision wins; loser aborted; retryable failed/slow primary disabled for remainder of run\",deep_trigger:\"latest status>=400 OR nested pass=false OR replan_required=true\"},verified:verification.verified,verification_evidence:verification.evidence,finish,history,telemetry,zero_cost:telemetry.every(x=>x.cost===0)};\n return {...result,result_sha256:await sha256Text(canonical(result))};\n}\n","deleted",false,"label",[14],"f6e8c32f-bea0-4b8f-ad10-b41ce857754f",["D",1789434280321],"deletedAt","legacyEnvVars","privacy","public","httpPrivacy","description","Clean successor focused on first real 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