[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M71CAA5MYCFK4P2AX4B2Z9DX":3,"skill-same:01M71CAA5MYCFK4P2AX4B2Z9DX":79},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":16,"categories":17,"keywords":23,"publishedAt":44,"linkOnly":45,"markdownContent":46,"markdownBody":47,"frontMatter":48,"refName":58,"commitSha":59,"skillDirectory":60,"forksCount":61,"repositoryHtmlUrl":62,"repositoryHomepageUrl":6,"ownerHtmlUrl":63,"ownerBlogUrl":6,"ownerDescription":64,"updatedAt":65,"install":66,"resources":78},"01M71CAA5MYCFK4P2AX4B2Z9DX","organ-formula-foundry-bakeoff",null,"Foundry Core B bakeoff harness and promotion\u002Fdemotion ledger that runs synthesized formula candidates up a staged promotion ladder and records every gate verdict to an append-only ledger. Use when formula candidates need scoring, promotion, or demotion through the staged ladder, or when invoking the bakeoff to test and govern formula quality.","nexuslinkproductions\u002Fyuri-os","nexuslinkproductions","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F273246263?v=4","01M718YX9NZRCW50B59B8ZVDKN","Marcel Spatz","01M718YXAQ7530F4B1VKN6SFQV",2,"MIT","https:\u002F\u002Fgithub.com\u002Fnexuslinkproductions\u002Fyuri-os\u002Fblob\u002Fmain\u002Fskills\u002Forgan-formula-foundry-bakeoff\u002FSKILL.md",[18],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000008","测试与质量","SCENARIO","使用场景",[24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43],"foundry","organ formula foundry","organ formula foundry bakeoff","formula","candidates","test","when","true","usage","promotion","records","verdict","scoring","do","up","only","use","system","harness","core","2026-11-10 10:12:30",false,"---\nname: organ-formula-foundry-bakeoff\ndescription: \"Foundry Core B bakeoff harness and promotion\u002Fdemotion ledger that runs synthesized formula candidates up a staged promotion ladder and records every gate verdict to an append-only ledger. Use when formula candidates need scoring, promotion, or demotion through the staged ladder, or when invoking the bakeoff to test and govern formula quality.\"\ntriggers:\n  - \"organ-formula-foundry-bakeoff\"\n  - \"how do I use formula-foundry-bakeoff\"\n  - \"formula-foundry-bakeoff usage\"\n  - \"formula-foundry-bakeoff guide\"\n  - \"Formula Foundry Bakeoff + Promotion Ledger (Core B test layer)\"\ngenerated: true\nsource_node: \"formula-foundry-bakeoff\"\nsource_file: \"_SYSTEM\u002FScripts\u002Fmath\u002Fformula-foundry-bakeoff.mjs\"\nscope: harness\ninvocation: ability\n---\n\n\u003C!-- GENERATED from the canonical graph node \"formula-foundry-bakeoff\" (mechanism.guide) by _SYSTEM\u002FScripts\u002Fyuri-guide-project.mjs.\n     DO NOT hand-edit — edit _SYSTEM\u002Forgan-guides.json, then run: node _SYSTEM\u002FScripts\u002Fyuri-guide-seed.mjs && node _SYSTEM\u002FScripts\u002Fyuri-guide-project.mjs -->\n\n# Organ Guide — Formula Foundry Bakeoff + Promotion Ledger (Core B test layer)\n\n**Module:** `_SYSTEM\u002FScripts\u002Fmath\u002Fformula-foundry-bakeoff.mjs` · **Layer:** Energy & Math · **Invocation:** both · **CLI:** `ledger`\n\n**Purpose.** Foundry CHUNK 3 — the bakeoff harness + the promotion\u002Fdemotion ledger (the SCORER + GOVERNANCE side of Core B). Takes already-synthesized candidates as INPUT and runs them up a staged promotion ladder, recording every gate verdict to an append-only ledger. Deliberately the GENERATOR≠SCORER boundary: it never imports the synthesizer, so a synthesizer can never grade its own candidate.\n\n## Exports\n- `stableHash(obj)`\n  - in: any JSON-serializable object\n  - out: a deterministic stable hash string (sorted-key, no clock)\n- `PROMOTION_LADDER (frozen const)`\n  - in: —\n  - out: the ordered, frozen list of promotion rungs\n- `readLedger(ledgerPath = LEDGER_PATH)`\n  - in: optional ledger path\n  - out: array of gate records (malformed lines skipped)\n- `appendGateRecord(record, ledgerPath = LEDGER_PATH)`\n  - in: a gate record + optional path\n  - out: appends one JSONL line to the ledger (mkdir-safe)\n- `canPromote(formulaId, toRung, ledger = readLedger())`\n  - in: formula id + target rung + optional ledger\n  - out: boolean — whether the ladder + evidence permit promotion to that rung\n- `promote(card, toRung, ledger = readLedger())`\n  - in: card + target rung + optional ledger\n  - out: the promotion result; records a gate entry\n- `demote(formulaId, toRung, reason, opts = {})`\n  - in: formula id + target rung + reason\n  - out: the demotion result; records a gate entry with the reason\n- `stage0Intake(candidate)`\n  - in: a candidate\n  - out: stage-0 intake verdict\n- `stage1Fixtures(card)`\n  - in: a card\n  - out: stage-1 fixture-test verdict\n- `async stage2Counterexamples(card, opts = {})`\n  - in: a card + opts\n  - out: stage-2 counterexample-search verdict\n- `stage3RealData(candidates, opts = {})`\n  - in: candidates + opts\n  - out: stage-3 real-data verdict with ACTUAL corpus totals (no top-N laundering) or a refusal\n- `async runBakeoff(candidates, opts = {})`\n  - in: candidates + opts (incl. opts.stamp for determinism)\n  - out: the full staged bakeoff result\n\n## Security boundary\nMUTATING but bounded: appends to the promotion\u002Fdemotion LEDGER (_SYSTEM\u002Fstate, append-only JSONL, mkdir-safe) — never deletes or rewrites. No protected-path access. DOMAIN-BLIND: nothing inspects a candidate's source domains to loosen\u002Ftighten a gate — music, frequency, magnetism, numerology, alchemy, information-theory clear the SAME rungs on the SAME evidence bar; a candidate fails only for insufficient evidence. Deterministic: no Math.random, no Date.now (timestamps via opts.stamp).\n\n## When to use\nPromoting\u002Fdemoting a formula candidate through the evidence ladder, reading the gate-decision history, or running the full staged bakeoff over a candidate set. The governance\u002Fscoring counterpart to formula-foundry's generation.\n\n## Gotchas\n- GENERATOR≠SCORER: this module never imports synthesizeFormulaCandidates — keep that separation; do not wire the synthesizer in.\n- Determinism requires the caller to pass opts.stamp — there is no clock inside; a missing stamp loses reproducibility.\n- stage3RealData reports REAL corpus totals or REFUSES — it will not emit a top-N severity-laundered count.\n- The ledger is append-only; a later record for an id supersedes earlier ones (read reconstructs current state).\n\n## Session Notes\n\n### 2026-06-13\n- session: 40m | peak ctx: 0% | compacts: 0\n- tools: Bash×824, Read×163, Edit×17, StructuredOutput×16, Write×8, TodoWrite×4, ToolSearch×2, ScheduleWakeup×2, Workflow×1, mcp×1, AskUserQuestion×1\n- corrections: none\n- errors: none\n","\u003C!-- GENERATED from the canonical graph node \"formula-foundry-bakeoff\" (mechanism.guide) by _SYSTEM\u002FScripts\u002Fyuri-guide-project.mjs.\n     DO NOT hand-edit — edit _SYSTEM\u002Forgan-guides.json, then run: node _SYSTEM\u002FScripts\u002Fyuri-guide-seed.mjs && node _SYSTEM\u002FScripts\u002Fyuri-guide-project.mjs -->\n\n# Organ Guide — Formula Foundry Bakeoff + Promotion Ledger (Core B test layer)\n\n**Module:** `_SYSTEM\u002FScripts\u002Fmath\u002Fformula-foundry-bakeoff.mjs` · **Layer:** Energy & Math · **Invocation:** both · **CLI:** `ledger`\n\n**Purpose.** Foundry CHUNK 3 — the bakeoff harness + the promotion\u002Fdemotion ledger (the SCORER + GOVERNANCE side of Core B). Takes already-synthesized candidates as INPUT and runs them up a staged promotion ladder, recording every gate verdict to an append-only ledger. Deliberately the GENERATOR≠SCORER boundary: it never imports the synthesizer, so a synthesizer can never grade its own candidate.\n\n## Exports\n- `stableHash(obj)`\n  - in: any JSON-serializable object\n  - out: a deterministic stable hash string (sorted-key, no clock)\n- `PROMOTION_LADDER (frozen const)`\n  - in: —\n  - out: the ordered, frozen list of promotion rungs\n- `readLedger(ledgerPath = LEDGER_PATH)`\n  - in: optional ledger path\n  - out: array of gate records (malformed lines skipped)\n- `appendGateRecord(record, ledgerPath = LEDGER_PATH)`\n  - in: a gate record + optional path\n  - out: appends one JSONL line to the ledger (mkdir-safe)\n- `canPromote(formulaId, toRung, ledger = readLedger())`\n  - in: formula id + target rung + optional ledger\n  - out: boolean — whether the ladder + evidence permit promotion to that rung\n- `promote(card, toRung, ledger = readLedger())`\n  - in: card + target rung + optional ledger\n  - out: the promotion result; records a gate entry\n- `demote(formulaId, toRung, reason, opts = {})`\n  - in: formula id + target rung + reason\n  - out: the demotion result; records a gate entry with the reason\n- `stage0Intake(candidate)`\n  - in: a candidate\n  - out: stage-0 intake verdict\n- `stage1Fixtures(card)`\n  - in: a card\n  - out: stage-1 fixture-test verdict\n- `async stage2Counterexamples(card, opts = {})`\n  - in: a card + opts\n  - out: stage-2 counterexample-search verdict\n- `stage3RealData(candidates, opts = {})`\n  - in: candidates + opts\n  - out: stage-3 real-data verdict with ACTUAL corpus totals (no top-N laundering) or a refusal\n- `async runBakeoff(candidates, opts = {})`\n  - in: candidates + opts (incl. opts.stamp for determinism)\n  - out: the full staged bakeoff result\n\n## Security boundary\nMUTATING but bounded: appends to the promotion\u002Fdemotion LEDGER (_SYSTEM\u002Fstate, append-only JSONL, mkdir-safe) — never deletes or rewrites. No protected-path access. DOMAIN-BLIND: nothing inspects a candidate's source domains to loosen\u002Ftighten a gate — music, frequency, magnetism, numerology, alchemy, information-theory clear the SAME rungs on the SAME evidence bar; a candidate fails only for insufficient evidence. Deterministic: no Math.random, no Date.now (timestamps via opts.stamp).\n\n## When to use\nPromoting\u002Fdemoting a formula candidate through the evidence ladder, reading the gate-decision history, or running the full staged bakeoff over a candidate set. The governance\u002Fscoring counterpart to formula-foundry's generation.\n\n## Gotchas\n- GENERATOR≠SCORER: this module never imports synthesizeFormulaCandidates — keep that separation; do not wire the synthesizer in.\n- Determinism requires the caller to pass opts.stamp — there is no clock inside; a missing stamp loses reproducibility.\n- stage3RealData reports REAL corpus totals or REFUSES — it will not emit a top-N severity-laundered count.\n- The ledger is append-only; a later record for an id supersedes earlier ones (read reconstructs current state).\n\n## Session Notes\n\n### 2026-06-13\n- session: 40m | peak ctx: 0% | compacts: 0\n- tools: Bash×824, Read×163, Edit×17, StructuredOutput×16, Write×8, TodoWrite×4, ToolSearch×2, ScheduleWakeup×2, Workflow×1, mcp×1, AskUserQuestion×1\n- corrections: none\n- errors: none\n",{"name":5,"scope":42,"triggers":49,"generated":54,"invocation":55,"description":7,"source_file":56,"source_node":57},[5,50,51,52,53],"how do I use formula-foundry-bakeoff","formula-foundry-bakeoff usage","formula-foundry-bakeoff guide","Formula Foundry Bakeoff + Promotion Ledger (Core B test layer)",true,"ability","_SYSTEM\u002FScripts\u002Fmath\u002Fformula-foundry-bakeoff.mjs","formula-foundry-bakeoff","main","4c6d8d65f3d6096e2fc25b0845e481dda73c2794","skills\u002Forgan-formula-foundry-bakeoff",0,"https:\u002F\u002Fgithub.com\u002Fnexuslinkproductions\u002Fyuri-os","https:\u002F\u002Fgithub.com\u002Fnexuslinkproductions","Building deterministic AI governance and continuity systems. Workflow architect + visual storyteller","2026-10-27 02:18:29",{"source":8,"skillName":5,"commands":67,"prompt":77,"zipAvailable":54},[68,71,74],{"tool":69,"command":70},"npx","npx skills add nexuslinkproductions\u002Fyuri-os --skill organ-formula-foundry-bakeoff",{"tool":72,"command":73},"bunx","bunx skills add nexuslinkproductions\u002Fyuri-os --skill organ-formula-foundry-bakeoff",{"tool":75,"command":76},"pnpm","pnpm dlx skills add nexuslinkproductions\u002Fyuri-os --skill organ-formula-foundry-bakeoff","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fnexuslinkproductions\u002Fyuri-os\u002Fblob\u002Fmain\u002Fskills\u002Forgan-formula-foundry-bakeoff\u002FSKILL.md",[],[80,99,123,151,179,198],{"skillNo":81,"name":82,"nameZh":6,"description":83,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":84,"categories":85,"keywords":86,"publishedAt":44},"01M71CG1AME5WC0A79AE65WT0X","zoom-out","Tell the agent to zoom out and give broader context or a higher-level perspective. Use when you're unfamiliar with a section of code or need to understand how it fits into the bigger picture.","https:\u002F\u002Fgithub.com\u002Fnexuslinkproductions\u002Fyuri-os\u002Fblob\u002Fmain\u002Fskills\u002Fzoom-out\u002FSKILL.md",[],[87,88,89,42,90,91,92,31,93,40,94,30,95,96,97,98],"zoom out","zoom","with","how","section","re","understand","perspective","you","code","it","context",{"skillNo":100,"name":101,"nameZh":6,"description":102,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":103,"categories":104,"keywords":105,"publishedAt":44},"01M71CFY9ATD0BAXV6B14HFG7C","yuri-shura","6-perspective adversarial review for high-stakes turns (architecture decisions, refactor planning, deployment review) — fans out architect, adversary (7-vector attack), maintainer, ops, product, and security perspectives in parallel, then consolidates. Use when user says 'review this decision', '\u002Fshura', 'adversarial review', 'what could go wrong', 'architecture review', or 'deployment review'.","https:\u002F\u002Fgithub.com\u002Fnexuslinkproductions\u002Fyuri-os\u002Fblob\u002Fmain\u002Fskills\u002Fyuri-shura\u002FSKILL.md",[],[106,107,42,108,109,110,111,112,113,114,115,40,116,30,117,118,119,120,121,122],"yuri shura","parallel","architecture review","planning","for","deployment","vector","strategic review","decision","strategic","ops","workflow","decisions","architecture","review","perspectives","adversarial",{"skillNo":124,"name":125,"nameZh":6,"description":126,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":127,"categories":128,"keywords":132,"publishedAt":44},"01M71CFTTYW1HA2MNX38EV1GJ5","yuri-sales-intelligence","Unified sales and outreach skill generating cold outreach openers, social selling sequences, objection rebuttals, and ad creative for any paid platform — multi-persona aware, adapting tone and offer frame to buyer type. Use when user says 'write a cold email', 'outreach sequence', 'objection handling', 'ad copy', or 'sales pitch'.","https:\u002F\u002Fgithub.com\u002Fnexuslinkproductions\u002Fyuri-os\u002Fblob\u002Fmain\u002Fskills\u002Fyuri-sales-intelligence\u002FSKILL.md",[129],{"categoryNo":130,"categoryName":131,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000005","邮件与沟通",[133,134,135,136,137,138,139,140,141,30,142,143,144,145,146,147,148,110,149,150],"intelligence","sales intelligence","yuri sales intelligence","sales","cold","paid","social","persona","pitch","cold email","ad creative","write","sequences","sequence","platform","email","cold outreach","frame",{"skillNo":152,"name":153,"nameZh":6,"description":154,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":155,"categories":156,"keywords":165,"publishedAt":44},"01M71CFQMBFTFADJNGP0Z2WCYK","yuri-code-intelligence","Unified code quality intelligence layer that diagnoses code smells (Long Method, Feature Envy, design pattern issues), prescribes targeted Fowler refactoring techniques, and reviews code for security, performance, and clarity. Use when user says 'review this code', 'refactor this', 'what's wrong with this method', 'code smells', or 'clean this up'.","https:\u002F\u002Fgithub.com\u002Fnexuslinkproductions\u002Fyuri-os\u002Fblob\u002Fmain\u002Fskills\u002Fyuri-code-intelligence\u002FSKILL.md",[157,160],{"categoryNo":158,"categoryName":159,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000007","代码审查",{"categoryNo":161,"categoryName":162,"taxonomyType":163,"taxonomyTypeDesc":164},"01JBSEEDCAT000000000000030","开发工程师","PROFESSION","适用职业",[166,96,167,133,42,168,169,170,110,171,172,173,38,174,175,176,177,178,40,30],"yuri code intelligence","code intelligence","reviews","code quality","feature","performance","code review","long","issues","clean","techniques","improve","design",{"skillNo":180,"name":181,"nameZh":6,"description":182,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":183,"categories":184,"keywords":185,"publishedAt":44},"01M71CFP32RT6GD3GKNHCJP8VP","yuri-adw","Invoke when user asks to run the ADW loop \u002F agentic engineering loop \u002F software factory workflow.","https:\u002F\u002Fgithub.com\u002Fnexuslinkproductions\u002Fyuri-os\u002Fblob\u002Fmain\u002Fskills\u002Fyuri-adw\u002FSKILL.md",[],[186,187,188,189,190,191,192,193,194,30,195,117,196,197],"yuri adw","run","engineering loop","software factory","software","agentic engineering","factory","loop","invoke","engineering","agentic","user",{"skillNo":199,"name":200,"nameZh":6,"description":201,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":202,"categories":203,"keywords":214,"publishedAt":44},"01M71CFK4VPEKY6A73237P7RSN","writing-skills","Use when creating new skills, editing existing skills, or verifying skills work before deployment","https:\u002F\u002Fgithub.com\u002Fnexuslinkproductions\u002Fyuri-os\u002Fblob\u002Fmain\u002Fskills\u002Fwriting-skills\u002FSKILL.md",[204,205,208,211],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":206,"categoryName":207,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000018","写作与文案",{"categoryNo":209,"categoryName":210,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000023","Skill与智能体开发",{"categoryNo":212,"categoryName":213,"taxonomyType":163,"taxonomyTypeDesc":164},"01JBSEEDCAT000000000000036","内容创作者",[215,216,217,30,117,218,42,219,111,40,220],"writing","writing skills","new","work","editing","Existing"]