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openbooklet.com/s/adapter-openbooklet.com/s/[email protected]GET /api/v1/skills/adapter-ä½ è´è´£å®ç°å¯éå¤ç adapter projectionãç®æ 䏿¯è®© source å dist é½è½ææ¹ï¼èæ¯è®© source ååçæ distã
å½ä½ å¨ Codex 䏿³å / è°è¯ / å¯å¨ cc-master ç workflow èæ¬ãææ³å¥ç¨ Claude Code dynamic-workflow API æ¶ç¨ââè¿æ¯ Codex adapter ç unsupported stubãTriggers: å¨ Codex éæå° Workflow å·¥å ·ã`agent()` / `parallel()` / `pipeline()` / `phase()` / `workflow()`ãåå° task idãworkflow resume/cache/budgetã"è½ä¸è½æ Claude Code workflow ç´æ¥æ¬å° Codex"ãDo NOT use when åªæ¯åæ®é Codex ä»»å¡è§åãæ®é shell èæ¬ãæä½¿ç¨å·²éªè¯ç Codex 产åé¢å¹¶è¡è½åï¼æ¬ stub åªè´è´£é»æ¢æ Claude Code Workflow API å½ä½ Codex å¯ç¨æºå¶ãå¯ç¨çæ£ Codex çåå¿ é¡»éªè¯ deterministic multi-agent workflow executionãåå°æ§è¡ä¸å®æéç¥ãresume/cache è¯ä¹ãèæ¬ runtime/API å½¢ç¶ãèµæºä¸éä¸ budget æ¥åã
Triggers: å½ä½ å¨ Codex æ¶å° `$cc-master:cc-master-as-master-orchestrator ...`ï¼å ¼å®¹ `$cc-master-as-master-orchestrator ...`ã`$cc-master:as-master-orchestrator ...`ï¼æ¶ï¼åå§åææ¥ç®¡ orchestration boardï¼ä» ä½ä¸ºä¼è¯å ¥å£ï¼Do NOT å¨è¿éåéç¨æµç¨è¯´æã
Triggers: å½ä½ å¨ Codex æ¶å° `$cc-master-discuss <node-id>` æ¶ï¼å´ç» awaiting-user å³çå å讨论并åå ¥ sidecarï¼Do NOT ç¨äºéçå¾ ç±»èç¹ææ¿ä»£ board 颿´æ°ã
Triggers: å½ä½ å¨ Claude Code æ¶å° `/cc-master:distill ...`ï¼æè¯¥ skill çååå½ä»¤å ¥å£ï¼æ¶ï¼ä¸è½ç´æ¥è§¦å该 skillï¼Do NOT execute directlyï¼è¿åªæ¯ unsupported stub 说æä½ã
Triggers: å½ä½ å¨ Codex æ¶å° `$cc-master-handoff-to-new-session` æ¶ï¼ææ¥æ¿æµç¨ quiesce/drainãå handoff 并彿¡£ boardï¼Do NOT 卿ªç¡®è®¤æ¶ç´æ¥ç»ææéæ¼è¿ç§»ä¿¡æ¯ã
Triggers: å½ä½ å¨ Codex æ¶å° `$cc-master-retro [--home <path>] [--board <board-stem>] [--out <dir>]` æ¶ï¼å¯¹ä¸å cc-master boardï¼è¿è¡ä¸æå·²å½æ¡£åå¯ï¼ååªè¯»å¤çå¹¶æå¤çææ¡£åè¿è¢«ç¼æé¡¹ç®å ï¼Do NOT ç¨å®å boardãä¸ç¨äºæ¿ä»£ handoff çç»æ¥åäºã
Triggers: å½ä½ å¨ Claude Code æ¶å° `/cc-master:status ...` æ¶ï¼æ¬ skill ä¸åºç´æ¥è§¦åï¼Do NOT use unsupported stubï¼è¯·èµ°è¯¥å½ä»¤å ¥å£ï¼é¿å è½åæ··æ·ã
Triggers: å½ä½ å¨ Claude Code æ¶å° `/cc-master:stop ...`ï¼æååå½ä»¤å ¥å£ï¼æ¶ï¼ä¸è½ç´æ¥è§¦å该 skillï¼Do NOT execute directlyï¼è¿åªæ¯ unsupported stub 说æä½ã
Triggers: å½ä½ å¨ Claude Code æ¶å° `/cc-master:view ...`ï¼æååå½ä»¤å ¥å£ï¼æ¶ï¼ä¸è½ç´æ¥è§¦å该 skillï¼Do NOT use this stub for direct workï¼å 为è½åå¨ command surfaceã
Use when deciding whether a capability deserves its own skill, whether something should be a skill or a reference, where a new skill belongs, or whether two skills overlap â å½ä½ å¨å¤æè¦ä¸è¦æ°å»ºä¸ä¸ª skillãè¿å该ä¸è¯¥ç¬ç«æ skill è¿æ¯å¡è¿æä¸ª referenceãä¸ç» skill çè¾¹çä¸éå æ¶ãTriggers: ç«é¡¹ä¸ä¸ªæ° skillãéæ skill çå¾ã"è¿æ¯ skill è¿æ¯ reference"ãportfolio 使£ã两个 skill è§¦åæ¡ä»¶ææ¶ãDo NOT use when you only need to write or pressure-test a single skill body (飿¯ cc-master-skillsmith); Do NOT use when you need to declare J / run trigger or behavior eval / measure a skill (飿¯ grounding-skill-evals).
Use when dev work should be run as an ML-style optimization loop, either by a master orchestrator shaping dev-task handoffs/subagent roles or by an execution agent driving one task to acceptance ââ å½ä½ è¦æå¼åå·¥ä½å½æä¼åè¿ç¨æ¥è·:master orchestrator ç¨å®è®¾è®¡å¤å± dev loop/objective/measurement/subagent ç»ä»¶åå·¥/restart-stop/board ledger è¯ä¹,æ§è¡ agent ç¨å®æå个å¼å任塿¨è¿å°éªæ¶ãå¿æºé:éªæ¶=ç®æ 彿°ãloop=è¿ä»£ä¼å(æè®®âæµéâè°æ´)ãæµè¯=æµé仪å¨/梯度ãexplore vs exploitãå±é¨æå°å¼=é»çè§å°ârestartãæ¶æå³åå«è¿æåãæåæå¾éç¨ä¾ãç®åæ§=æ£åãæç»ç¨ board ç»´æ¤ä¼åç¶æä»¥ä¾¿ compact åç»æ¥ãTriggers: æ´¾åææ¥æ dev ä»»å¡ãè¦æ work order æ¹é æå¯æµä¼åé®é¢ãè¦è®¾è®¡ subagent åå·¥/æµé/éªæ¶/é坿¡ä»¶ãè¦ç¨ board 管çä¼åç®æ åè¿ä»£ç¶æãcompact åç»æ¥ dev loopãå¡ä½å¨ä¸ä¸ªæ¹æ¡ä¸è¶æ¹è¶æ·±(é»çè§å°)ãæä¹å¤æ"åå®äº"ãè¦ä¸è¦å åæµè¯/æµéãè¦ä¸è¦æ¢æ¹æ¡ãDo NOT use when ä½ å¨å³å®é¡¶å±è¯¥ç¼æä»ä¹ / WIP / 临çè·¯å¾ / HITL / é é¢(master-orchestrator-guide)ãæä¹æç®æ åæä»»å¡ DAG(slicing-goals-into-dags)ãé¢å / ç±» / å约 / æµè¯æ¬èº«æä¹å»ºå¾å¥½ââDDD/OOP/SDD/TDD æèºå 容(engineering-with-craft)ãæä¹ç¨ ccm å board(using-ccm)ãworkflow èæ¬æä¹å(authoring-workflows)ã
å½ä½ ï¼ä½ä¸ºæä¸ªç»éªè¸é¦æµç¨çæ§è¡è ï¼ä¾å¦æä¸ä»½å¤çææ¡£éçåéç»éªè½æé¡¹ç®èµäº§ï¼è¦å¤æä¸æ¡åéç»éªè¯¥è½æçºªå¾ææ¡£ / skill / workflow / subagent ä¸çåªä¸ç§ã以åè½å°æ¶è¯¥æä¹åæä¸èµ°æ ·æ¶ç¨ãæä¸å¥å½å®¿å¤æå³çæ + åç±»èµäº§åèªçè½å°æèºä¸å模å¼ï¼äºå®æ§ / 项ç®ä¸å±çç»éªå½çºªå¾ææ¡£ï¼æ¡ç®å¸¦ whyï¼ï¼å¯å¤ç¨ç夿å / æ¹æ³è®ºå½ skillï¼ä¸éè¿å ¶çºªå¾å body çååæµè¯è¦æ±ï¼ï¼ç¡®å®æ§ç¼æå½¢ç¶å½ workflowï¼è§è²åä¸èåå·¥å½ subagentãæ ¸å¿çº¢çº¿ï¼åéå 容è稿å°åè¿èµäº§ä¹é´ä¸å 许è±ç¦»åå§è¯æ®çæ¹å / æ³åï¼è¯æ®ä¸è¶³æå½å®¿ä¸ç¡®å®ä¹ç»ä¸éé»ä¸¢å¼ï¼æ 注åè½æä½ææ¬çæåºå½å®¿ãTriggersï¼âè¿æ¡ç»éªè¯¥è¿çºªå¾ææ¡£è¿æ¯ skillâãâå½å®¿å¤æâãâèµäº§è½å°âãè¸é¦æµç¨å¼å¯¼å è½½ãè§åè¸é¦è®¡åé¶æ®µãDo NOT use when ä½ å¨åä»£ç æ¬èº«çå·¥ç¨æèºå¤æï¼é£æ¯å¦ä¸ä¸ªä¸ç®¡â代ç /é¢å/å约/æµè¯æä¹è®¾è®¡âç skillï¼ä¸æ¬ skill ä¸å planeï¼ãæç®æ åæä»»å¡ä¾èµå¾ï¼é£æ¯å¦ä¸ä¸ªä¸ç®¡âç®æ æä¹åâç skillï¼ãæåä¸ªä»»å¡æ§è¡å°éªæ¶ï¼é£æ¯å¦ä¸ä¸ªä¸ç®¡â任塿ä¹ä¼åå°éªæ¶âç skillï¼ã夿ä¸ä¸ªè½åè¦ä¸è¦ç¬ç«æ skillï¼é£æ¯ä» æå¡æ¬é¡¹ç®ç»´æ¤è ãä¸ååç»æç»ç¨æ·çæ²»ç夿ï¼ä¸æ¯âç»éªâèµäº§âçè½å°å¤æï¼ã
Use when you (a coding/execution agent) are designing, building, or testing actual code and want to apply established engineering theories well ââ å½ä½ (æ§è¡ agent)å¨å¨æè®¾è®¡ / å¼å / æµè¯ä»£ç ãæ³éµå¾ª DDD / SDD / TDD / OOP çæä½³å®è·µä¸å峿¶:æä¹ç»é¢å建模(bounded context / aggregate / ä¸åå¼)ãæä¹å好类(SOLID / åæ± / ç»åä¼äºç»§æ¿)ãæä¹ spec-first(å¥çº¦å³ SSOT)ãæä¹ test-first(红绿éå¾ / constraint parity)ãæ ¸å¿æ¯å·¥ç¨å¿æºæ¨¡å + å²å¦ + èºæ¯åå³ + æ¹æ³è®º,å å no-silent-failure / spec 䏿¼ç§» / æ idle wrapper ç红线ãäºæ¡å ±äº«æ ¹:ä¸åå¼å³é / å¥çº¦å³ SSOT / ç»åä¼äºå è£ / åå±æç»´ / è¯æ®ä¼äºå£°ç§°ãTriggers: è¦è®¾è®¡ä¸ä¸ªæ¨¡å / ç»é¢å建模 / å bounded context / åç±»çº ç»ç»§æ¿è¿æ¯ç»å / è¦ä¸è¦å å spec / å åæµè¯è¿æ¯å åå®ç° / è¿ä¸ªæ½è±¡å¼ä¸å¼ / æä¹èº²å¼è´«è¡æ¨¡åæ god classãDo NOT use when ä½ å¨å³å®è¯¥ç¼æä»ä¹ / æä¹æ´¾å(master-orchestrator-guide)ãæä¹æç®æ åæä»»å¡ DAG(slicing-goals-into-dags)ãæä¸ä¸ªä»»å¡è¿ä»£ä¼åå°éªæ¶ç循ç¯å½¢ç¶æ¬èº«(dev-as-ml-loop)ãæä¹ç¨ ccm å board(using-ccm)ãworkflow èæ¬æä¹å(authoring-workflows)ã
Use when measuring a cc-master skill â å½ä½ åå®ä¸ä¸ª skill ç body è¦åº¦éå®å¥½ä¸å¥½ãè¦è¿ä»£å®ãæå¨æ¹ description / çºªå¾æ®µååæ³ç¥éæ¹å¨ææ²¡æç¨æ¶. Triggers: åå® body è¦éåãç» skill å OBJECTIVE.md æ .design/OBJECTIVE.mdãè· trigger åç¡®ç evalãæ¹ description å忝 accuracyãé² description è¿æå / é²èªæ¬ºã读 eval å¤å³. Do NOT use for writing the skill body itself (â cc-master-skillsmith) or deciding whether a skill should exist at all / portfolio åå ¥ (â curating-skill-portfolios).
Use when running a long-horizon (>24h) goal as a master orchestrator, or coordinating several background agents / workflows toward one large goal â å½ä½ å¨åæ»ææ¥åè°å¤ä¸ªåå°ä»»å¡æ¶ â even if the user never said "orchestrate". æ¯æ¬¡ compaction ä¹åé½è¦ç¨ã䏿¦ä½ æå°èªå·±å¨ä»¥ä¸ä»»ä¸æ å½¢ââåå°è¿æå¯æ´¾åçæ´»å´ idle-wait 空çã为æ¾å¾å¿è manufacture busyworkã亲ææèµ·ä¹å¨ï¼äº²èªå®ç°æ reviewï¼ãæ green gate æç©º review å½ passedãææ èªå³å®ä¸ä¸ªæ¬è¯¥ç¨æ·ææ¿ç merge / ä¸å¯éæ¥éª¤ââç«å»è°ç¨ã
Use when ä½ ï¼orchestrator/agentï¼å¨ Codex ä¸è¦æ¶è´¹ ccm çåªè¯» advisory æå®é éæä¼°ç®ââ读å½å Codex è´¦å· 5h/7d ç¨éãæé¿è·å¯¹ç §é é¢çªå£ paceãä¼°ç®æ ETA / æ¥è¿åº¦åå·®(EVM) / ç综åé£é© / ç® cost-to-completeãæè¦è¯»æ `ccm usage advise` `ccm estimate forecast` ç verdict ä¸å段æ¶ãå®ç»çæ¯**æ¶è´¹æºå¶ç¥è¯**:åä¾§èµ°å» verdict(hold/throttle/switch/stop_5h/stop_7d)æä¹è¯»ãCodex å½åè´¦å· rate-limit ä¿¡å·æºãä¼°ç®è¯å®å段(coverage_pct/confidence/conformal åºé´)ä»ä¹æ¶å该éä½å¯¹é¢æµçä¿¡ä»»ãusage ä¸ estimate å¼ åæä¹çãTriggers: å¨ Codex ä¸è¯» ccm usage/estimate/baseline çè¾åºã"é WIP ä¿¡å·åºæ¥äºæä¹è½ lever / 该ç reset è¿æ¯é®ç¨æ· / è¿ä¸ª forecast ä¿¡ä¸ä¿¡ / EVM åå·®æä¹ç / Codex å½åè´¦å· 5h å 7d æä¹è¯»"ãé é¢é¼é¡¶è¦å¤è¯» usage çé£ä¸åãpacing/ä¼°ç® hook æ³¨å ¥æç¤ºãDo NOT use when ä½ è¦çæ¯**å³ç**ââ该ä¸è¯¥åé/åæ´¾/replanã7d æ»é¸è¦ä¸è¦ surface ç¨æ·ãèå´/æé/é é¢åèè°ææ¿(飿¯ master-orchestrator-guide);æ ccm å½ä»¤**æä¹æ²**ãboard åæ®µå¡«ä»ä¹(飿¯ using-ccm);æå ¶ä» harness ç account å½å·æ¢å·ãstatusline sidecarãæ¨¡åæ¡£ä½è¡¨ãworkflow èæ¬æä¹å(è¿äº Codex adapter å½å䏿¯ææä¸å½æ¬ skill)ãccm åº verdictãå³çå½ master-orchestrator-guideââæ¬ skill åªææ¶è´¹å±,䏿¿ç¼æå夿ã
éè¿åä½å¯¹è¯æåºç¨æ·çå®ä¸å¡çç¹ãå¨å¨æå®ç°åå æéæ±æå¯¹çå¿æºââæ¬ä» dev æµçéæ±åç°é¸ï¼å代 superpowers:brainstormingï¼è®© cc-master ç dev meta-skill èªæ´½ä¸å¤ä¾èµï¼ãUse when: å¼å§æ¬ä»ä»»ä½ feature / skill / è¡ä¸ºæ¹å¨ä¹åï¼å¨ç¬¬ä¸ä¸å®ç°ä¹åï¼æ 论请æ±çèµ·æ¥å¤ç®åï¼ï¼è¯·æ±ä»¥ä¸ä¸ªçåºæ¥çæ¹æ¡å½¢æå°æ¥èåºå±é®é¢æ²¡è¯´åºå£ï¼"å 个æé®" / "ç»æå个 X"ï¼ï¼è¦å»ºæ¨¡æå¨æå´è¯´ä¸æ¸ çå®éæ±ãæä¸åºä¸ä¸ªå®çå¨ç¼çå ·ä½å®ä¾ï¼ä¸ºä¸ä¸ªæ°é®é¢ç©ºé´åç¨æ·å ±åè¯æ±ï¼ä¸ä¸ªè¯·æ±æäºå¤ä¸ªç¬ç«åç³»ç»ã卿åè¦å æï¼ä½ä¸º master orchestrator è·åå°éæ±åç°å¯¹è¯ï¼æéæ±æ¯ææ¥èªå·±çæ´»ï¼ç»ä¸å¤å ï¼ãDo NOT use: å·²ç¡®è®¤éæ±ååä¸ä¸ª skill ç body â cc-master-skillsmithï¼å¤è¦ä¸è¦å»º skill / æ¾åª / ä¼ä¸ä¼éå â curating-skill-portfoliosï¼åº¦éä¸ä¸ªå·²å好ç skill â grounding-skill-evalsï¼å workflow èæ¬æä¹ parallel/pipeline â authoring-workflowsï¼é©±å¨ä¸ä¸ªå·²æ¹åç goal å°å®æï¼ç¼ææ§è¡ loopï¼â master-orchestrator-guideã
Use when you (orchestrator) carve a goal/epic into a board DAG ââ å½ä½ è¦æä¸ä¸ªç®æ / epic åæ board ä»»å¡ä¾èµå¾æ¶:æä¹æãå åä»ä¹ãä»»å¡å¤å¤§ç²åº¦ã纵åè¿æ¯æ¨ªåãæä¹å°½æ© ship å¯ç¨å¢é + æå¤§åå¹¶è¡ãæææ·ååçéä¸åå³:纵åèå¢é(鿍ªåææ¯å±)ãwalking skeletonãç²åº¦ä¸ºå¹¶è¡ä¸éªæ¶èå®ãæä»·å¼/é£é©æåºãåçæ å°å° cadence/iterationãTriggers: "è¿ä¸ªç®æ æä¹æ / å åä»ä¹ååä»ä¹"ãæ epic ææ boardãå®ä»»å¡ç²åº¦ãçº ç»çºµå vs 横åãæ³å°½æ© ship ä¸ä¸ªå¯ç¨å¢é / æ³ææ»¡å¹¶è¡åº¦ãDo NOT use when ä¸å¼ å·²å好ç DAG æä¹ææ / ç®ä¸´çè·¯å¾(飿¯ master-orchestrator-guide ç decomposition 䏿®µ)ãå好åæä¹æ´¾å(master-orchestrator-guide)ãå个 task æä¹å®ç°å°éªæ¶(dev-as-ml-loop)ãæä¹ç¨ ccm æ task åè¿ board(using-ccm)ã
Use when you (orchestrator/agent) read or mutate a cc-master board through the ccm CLI in Codex ââ å½ä½ å¨ Codex ä¸è¦ç¨ ccm æä½ board:å»ºæ¿ / å æ¹ä»»å¡ / èµ·è·Â·å®æÂ·é»å¡ / æ¥ ready·DAG·临çè·¯å¾ / è®° judgment_call·log / æ¶ cadence iteration / arm watchdog / æ¥ harness inventory / 读å½åè´¦å· 5h·7d ç¨é / å·æ° Codex plugin ä¸ `$cc-master-*` å ¥å£æ¶ãå®ä¸ä½ä¸¤é¢:é¢1=ccm æä½æå(å½ä»¤é¢ + board ç¶ææºå¿æº + åå ¥å ³å¡çºªå¾:status èµ°çå½å¨æ verb ä¸ç¨ --setãload-bearing åæ®µèµ°ä¸å±å½ä»¤ãboard åæ´åªèµ° ccm 䏿æ¹);é¢2=board 模åä¸å段å弿å(é¢åæ¦å¿µ task/status/executor/judgment_call/cadence/parent/watchdog æ¯ä»ä¹ + åæ®µä»ä¹æ¶å设ä»ä¹å¼:acceptance æä¹åãestimate æä¹ä¼°ãdeps æä¹è¿ãCodex ä¸ executor æä¹é + å ¨é¨ FMT/GRAPH/BIZ æ ¡éªè§å鿥,䏿¬¡å坹䏿 exit 3)ãTriggers: æ² ccm task/board/jc/cadence/log/watchdog/harness/usage/upgrade å½ä»¤ã"æä¹æä»»å¡æ done / å ä¾èµ / æ¥ä¸´çè·¯å¾ / é»å¡çç¨æ·"ãCodex ä¸å½åè´¦å·ç¨éæä¹æ¥ãæä¹å·æ° Codex cc-master pluginãä»ä¹æ¯ judgment_call/cadence·acceptance æä¹å·executor éåªä¸ªÂ·status 使¶è½¬åªæÂ·æå段填ä»ä¹ãä»»ä½ board åæä½ãccm æ¥ exit 3 / illegal transition / load-bearing åæ®µè¢«æãDo NOT use when ä½ å¨å³å®"è¯¥ç¼æä»ä¹ / æä¹æ DAG / 使¶åéæåæ´¾ / 该ä¸è¯¥ surface ç¨æ·"(飿¯ master-orchestrator-guide)ã读 usage/estimate verdict æä¹é éä¼°ç®(飿¯ pacing-and-estimation)ãå Claude Code workflow èæ¬(authoring-workflows, Codex ä¸å½åæ¯ stub)ââæ¬ skill åªç®¡"æä¹ç¨ ccm è¿æå·¥å ·",ä¸ç®¡"该让 ccm åä»ä¹"ãCodex ä¸ `ccm account` å·æ± åå·ã`ccm statusline install/uninstall` å½å䏿¯æ,èµ°å°è¦æ¥ unsupported,ä¸è¦å¥ Claude Code credential/statusline æºå¶ï¼`ccm upgrade plugin` ä¼å·æ°æ¬å° Codex marketplace/plugin 注åï¼ä¸è§¦ç¢° Claude Code marketplaceã
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