Claude Code 多代理调度 Prompt 与 Agent 配置模板库

面向单次对话、CLAUDE.md、主协调 Agent、Worker 与 Workflow 的英文可复制模板

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本文是《Claude Code 成本优先的 Subagent 与 Workflow 调度实践》的配套配置模板库。日常可直接发送的短 Prompt 已单独整理到《我的 AI Agent Prompt Tips:Workflow、Subagent 与 Agent Team》。按项目与会话生命周期整理的必须遵守的规则见《Claude Code 项目协作操作规范》。

中文只负责解释使用场景。凡是会被 Claude Code、Claude 模型或 Codex 读取的 Prompt、规则与 Agent 定义,全部使用英文,避免把给人看的说明混入模型执行上下文。

这些模板不是当前电脑的实施方案,也不会自动修改 ~/.claude。真正落地前仍要重新审计本机版本、设置、插件、权限与 Hook,再生成脱敏 diff。

本机实际安装的源文件集中在 Dongshan-git/skills 的 ds/ 目录,对应 Claude Code 2.1.322(初稿基于 2.1.260,2026-09-07 按 2.1.263、2026-09-10 按 2.1.267、2026-09-14 按 2.1.270、2026-09-23 按 2.1.280、2026-09-25 按 2.1.282、2026-10-11 按 2.1.296 复核;最后这轮把 haiku 权重改为 0.125、Explore 改为 medium、加入逐次 effort 规则,并把 Hook 注册改成失败即阻断的 -Command 包装;2026-10-15 按 2.1.300 检查配置,implementer 加 autoCompactWindow: 300000,新增本地 idle-compact mod 及加载它的 CLAUDE_CODE_PLUGIN_DIRS;2026-11-09 按 2.1.319 复核,Fable Worker 被分类器标记后改为在对应常规角色上以 opus/high 重跑一次,idle-compact mod 退为内置空闲压缩背后的兜底;2026-11-10 按 2.1.322 与 Anthropic 选型指南复核,fable 改指 Fable 5.2,权重从 2.5 改为 2,升档顺序改为指南的三步);文中代码块是同一份内容的快照,以仓库为准;按 Claude Code 版本记录的变更见 ds/CHANGELOG.md。

一、使用原则

不要把整篇文章复制进一个会话。按作用域选择最小模板:

需求使用位置
只约束当前任务当前对话的 User Prompt
跨项目长期不变~/.claude/CLAUDE.md
当前仓库事实./CLAUDE.md
路径专用规范.claude/rules/*.md
固定执行角色.claude/agents/*.md
稳定依赖图.claude/workflows/*.js

当前 User Prompt 可以把本次任务收紧到更低等级、更少并发或禁止委派 Fable Worker,但不能绕过 system、managed policy、工具白名单、permissions 或 Hooks。

下文的 L0–L4 是自定义成本规约,不是 Claude Code 内置等级。

每个角色有默认模型和一个允许集合:reviewer、planner、qa 默认 Sonnet、可升 Opus;implementer 默认 Opus、可降 Sonnet;Explore 默认 Haiku、可升 Sonnet;reviewer-fable 固定 Fable/low;两个 critical 角色固定 Fable/high。升档顺序遵循 Anthropic 的选型指南:先确认 Worker 能用测试、构建或脚本验证自己的工作,再升一级 effort(2.1.292 起可在 Agent 调用里逐次传 effort,Fable 角色除外),最后才换大一号模型并从更低的 effort 起步;关键 Fable 角色保持 high。模型只用别名,不固定具体版本。

全局主会话默认自 2026-09-25 起是 opus 别名所指的 Opus 5.5;Fable(2.1.321 起是 Fable 5.2)按会话切换:/model 打开选择器在 Fable 行按 s(仅本会话),或用 claude --model fable 启动;直接输入 /model fable 会把 model: fable 写进用户设置,之后的新会话都从 Fable 开始。自 2026-11-10 起 Opus 5.5 与 Fable 5.2 的 per-model effort 都保存为 medium,这是用户按选型指南做的本地选择,本文不据此固定 Worker 的级别。定义里没有 effort 字段的 Worker,在 Agent 调用也未传 effort 时,只有跑在主会话的同一模型上才取会话的 effort;换了模型就用该模型保存的级别或默认值(2.1.317;2.1.296 实测:主会话 effort 为 xhigh 时,未设 effort 的 sonnet workflow agent 跑在 Sonnet 5.5 的默认 medium),所以 Opus 主会话里未设 effort 的 opus workflow agent 跑在主会话的级别上。2.1.316 新增的 CLAUDE_CODE_SUBAGENT_EFFORT 只在定义与调用都没给 effort 时生效,本机九个角色都写了 effort,保持不设。用户设置文件里的 top-level effortLevel 仍适用于 Fable 5.1、Opus 5 及更早模型,但不适用于 Opus 5.5 及之后的模型(包括 sonnet、haiku、fable 别名现在指向的 Sonnet 5.5、Haiku 5.5 与 Fable 5.2,它们默认都是 medium),所以本机把档位写在 modelSettings(claude-opus-5-5 与 claude-fable-5-2 都是 medium),不再设顶层键。

Fable 在 low 下较少主动搜索或检索,Fable 5.2 在 low 与 medium 还更容易在任务完成前收尾,核验密集的工作应以真实 eval 验证此选择。长工具链可明确要求启动说明、简短进度和独立 recap,并写清完成条件与范围边界;Fable 5.2 提示指南为此给的官方句子让每任务输出 token 多约 20%,指南建议只在有人实时看着时用。

Claude Code 2.1.260 修复了带 ANTHROPIC_DEFAULT_FABLE_MODEL pin 时 model: fable Agent 忽略 [1m] 的问题,也补齐了 Fable 5.1 工具结果后的 Prompt Cache。该版本说明不能替代 Agent 工具返回结果与会话证据,也不能证明所有旧会话都只有 200K 上下文。

二、单次对话调度总模板

当某次对话必须重新强调成本与调度策略时,直接发送这一段:

For this conversation, enforce a strict agent dispatch budget.

Before any delegation, classify the current user task into exactly one level:

- L0 Direct: 0 worker starts, 0 workflows, 0 delegated Fable worker starts.
- L1 Bounded: a budget of 1 Opus-equivalent start, no workflow, 0 critical Fable starts (a read-only reviewer-fable start weighs 1 and is an ordinary worker).
- L2 Standard: a budget of 4 Opus-equivalent starts for the entire user task, at most 1 active workflow run, and at most 1 critical Fable start.
- L3 Complex: a budget of 6 Opus-equivalent starts for the entire user task, at most 1 active workflow run, and at most 1 delegated Fable worker start.
- L4 Exceptional: use only when I explicitly write "I approve L4" in the current conversation. A budget of 8 Opus-equivalent starts for the entire user task, at most 1 active workflow run, and at most 1 delegated Fable worker start.

Weigh every start by its model: haiku 0.125, sonnet 0.5, opus 1, fable 2; reviewer-fable at low effort weighs 1 and the critical Fable roles weigh 2. The budgets are ceilings, not targets. Default to L0. Delegate only when specialization, context isolation, independent validation, or real wall-clock savings justify the additional context and token cost.

Count every Agent call, fork, workflow agent(), pipeline item, teammate, restart, resume, repair, and rerun as a new weighted worker start. Count agents that run again after a workflow relaunch. Keep one cumulative ledger for the complete user task; never split the task across workflows to evade its budget.

Use either direct Agent dispatch or a workflow in a phase, never both at the same time. Never run more than one workflow concurrently. Run every genuinely independent start of a phase concurrently; concurrency changes wall-clock, not tokens. Serialize only stages that consume an earlier stage's output, and do not invent independent work to fill the concurrency. If a candidate set exceeds the approved budget, fail fast and report the overflow instead of truncating it silently; if it only exceeds a runtime concurrency cap, run it in batches.

Every Agent dispatch must explicitly specify both the subagent type and model. Never rely on model inheritance. Each role has a default model and an allowed set; override within the set when the task calls for it, escalating effort before model. Effort comes from the selected role definition; to escalate effort on the same role, pass `effort` on the Agent call, which keeps the start's weight and is never allowed on a Fable role. A workflow may set effort for each agent().

Mixed-model routing requires CLAUDE_CODE_SUBAGENT_MODEL_FORCE to be disabled and CLAUDE_CODE_WORKFLOW_SUBAGENT_MODEL to be unset or `inherit`. If either is set, stop and report that the environment overrides per-call, script-level, or definition-level model choices. Read the resolved model from the Agent tool result.

Critical Fable roles (critical-implementer, critical-reviewer) are prohibited in L0 and L1. From L2 upward, one critical Fable start is optional and limited to one concurrent Fable worker of any kind for the entire user task. The read-only reviewer-fable role at low effort is an ordinary start allowed from L1. Use the critical slot only for a named critical implementation or review involving security, permissions, privacy, concurrency, transactions, irreversible migration, high-impact release, a critical architecture boundary, or one evidence-backed normal-role attempt that failed to resolve the exact issue.

Never use a delegated Fable worker for exploration, file-by-file fan-out, log summarization, routine implementation, builds, browser QA, formatting, documentation work, or ordinary review. Never place that worker inside parallel() or pipeline(). It must run serially after normal-role results have been consolidated into a small evidence packet. Never restart, resume, repair, or rerun that worker automatically.

For a long delegated Fable worker tool chain, request a start note, brief progress updates, and a standalone final recap. Finish the assigned task unless a stated scope, authority, cost, or evidence boundary is reached. The lead may do other genuinely independent work while background agents run, but only inside the same weighted start budget; do not force parallelism.

Before the first dispatch, report this compact ledger once:

Task level: Lx
Planned starts: one entry per start with its role, model, and weight
Weighted total: 0 / budget
Planned concurrency: n (informational, no limit)
Active workflows: 0 / 1
Model per role: role=model/effort for every role used
Delegated Fable worker starts: 0 / limit; delegated Fable workers concurrent: 0 / 1
Mode: direct agents or workflow

Update the ledger only when its level, remaining capacity, or delegated Fable worker allowance changes. At any limit, stop creating workers and report the unfinished work. Do not upgrade the task level without my explicit instruction.

This prompt may tighten existing controls but must never relax or bypass any system instruction, managed policy, tool allowlist, permission, or hook.

三、常用的短覆盖模板

强制 L2,不使用委派 Fable Worker

Use the L2 Standard budget for this task. Allow a budget of 4 Opus-equivalent worker starts for the entire task (haiku 0.125, sonnet 0.5, opus 1) and no more than 1 active workflow. Delegated Fable workers are prohibited. Run independent starts concurrently, count every worker restart, resume, repair, and rerun, and stop at the first budget limit.

强制 L3,保留一次委派 Fable Worker 配额

Use the L3 Complex budget for this task. Allow a budget of 6 Opus-equivalent worker starts for the entire task (haiku 0.125, sonnet 0.5, opus 1, fable 2) and no more than 1 active workflow. Run independent starts concurrently. One delegated Fable worker is optional, weighs 2, is limited to one serial post-evidence start, and must not appear in parallel(), pipeline(), restart, resume, repair, or rerun operations.

明确批准 L4

I approve L4 for this task. The complete task may use a budget of 8 Opus-equivalent worker starts and no more than 1 active workflow. Run independent starts concurrently. One delegated Fable worker remains optional and is limited to one serial post-evidence start with concurrency 1. All other dispatch controls remain in force.

单独批准一次委派 Fable Worker

I approve exactly one delegated Fable worker for this problem: <exact problem>.

Run it serially only after consolidating the existing normal-role evidence into a minimal packet. Do not use it for exploration, fan-out, routine work, or QA. Do not restart, resume, repair, rerun, or broaden its scope. Return its evidence to the main agent for independent acceptance.

本次完全禁止委派 Fable Worker

Delegated Fable workers are prohibited for this entire user task, including Agent calls, forks, workflows, pipelines, teammates, repairs, retries, resumes, and reruns. Use Haiku for narrow discovery, Sonnet for planning, QA, and review, and Opus for implementation. Do not silently inherit the main-session model for delegated work. This restriction does not change the current main-session model.

Workflow 启动前预检

Before launching any workflow, return a preflight record containing:

- workflow name and purpose;
- task level;
- each planned worker start with its weight, the weighted total, and the cumulative task total;
- planned concurrency;
- explicit model and effort for every role;
- delegated Fable worker count and the exact escalation reason;
- repair, rerun, and relaunch policy;
- overflow behavior and stopping conditions.

Do not launch if any field is missing, if the workflow exceeds the current budget, or if a delegated Fable worker appears in a fan-out stage.

把已确认策略固化到指定文件

只有用户明确给出目标文件时才使用。它适合把一次会话中确认的规则迁移到 planning、CLAUDE.md 或 memory,而不是让模型自行选择写入位置。

Persist the dispatch policy confirmed in this conversation into only these
authorized targets:

- Planning document: <exact path or "none">
- Project instruction file: <exact path or "none">
- User instruction file: <exact path or "none">
- Memory file: <exact path or "none">

Keep every model-consumed instruction in English. Preserve unrelated content and user-owned changes. Do not create additional policy files, modify any unspecified target, or broaden the agreed policy.

Before editing, show the exact target list and the policy clauses that will be written. After editing, show the focused diff and validate the applicable file format. Do not stage, commit, push, or publish unless I explicitly authorize it.

四、用户级 ~/.claude/CLAUDE.md 与 dispatch-policy Skill

源文件:ds/CLAUDE.md、ds/skills/dispatch-policy/SKILL.md。

用户级文件只放真正跨项目不变的规则,且每个会话和每个自定义 Worker 都会加载它。派生深度为 1 的 Worker 根本不能派发,却曾经每次都带着约 1.3K token 的派发规则。因此调度预算与模型路由已拆成按需加载的 dispatch-policy Skill;CLAUDE.md 只留一句"首次委派前先加载它",coordinator 定义通过 skills: 预加载。

Claude Code 自带的 claude-api skill 在 shared/model-migration.md 里写明 "Prompts and skills written for prior models are often too prescriptive for Claude Fable 5.1 and reduce output quality"(公开的 Fable 5.1 prompting 指南没有这句话),所以绝对禁令只保留给不可逆动作(commit、push、破坏性操作、Fable 配额),其余改为偏好陈述。模型别名只写 haiku、sonnet、opus、fable,由 Claude Code 解析到当前一代,不在规则里固定具体版本;价格只出现在 dispatch-policy 推导权重的那一段,用来说明权重从哪里来。

# Global Engineering Policy

## Communication

- Reply in the language the user writes in. Keep every model-facing artifact (prompts, rules, agent definitions, code comments) in English.
- Lead with the outcome. Name unresolved unknowns before details.

## Scope and evidence

- Make only changes that are directly requested or clearly necessary, and finish the whole requested scope.
- Prefer the smallest evidence-backed solution that satisfies the current requirement.
- Avoid speculative abstractions, compatibility layers, feature flags, configuration knobs, and retry or fallback logic in code. Retrying a failed command while working is fine.
- Validate at system boundaries; let impossible internal states fail visibly.
- When uncertainty remains, name the exact unknown and the smallest source, command, test, or counterexample that resolves it. Try that first; report the unknown only if it is not quickly available.
- Inspect installed documentation, source, and types before concluding a dependency lacks a capability. Recognizing a name is not knowing its current state; verify fast-moving names by searching before answering.
- Backward compatibility is not a default goal. Keep it only when the user asks or an external contract requires it.

## Delegation

- Before the first delegation in a task, load the `dispatch-policy` skill and follow its budget and routing rules. Default to doing bounded work directly.
- Every delegated task states its objective, in-scope and out-of-scope work, owned files, acceptance criteria, required verification, forbidden actions, evidence format, and stopping conditions.
- Workers do not delegate further, change the overall goal, widen scope, stage, commit, push, publish, or modify planning and memory files unless the user explicitly authorizes that exact action.
- One write-capable worker owns a file at a time.
- A worker completion is evidence, not acceptance. Inspect its diff and verification before reporting completion.
- Preserve user-owned dirty files; never revert unrelated work.

## Delivery and Git

- Verify in proportion to risk. Distinguish local proof from external service, device, browser, or release evidence that was not available.
- Stage, commit, push, publish, and destructive actions require explicit user authorization in the current conversation.
- An active goal does not expand authorization. When it conflicts with a later instruction or reaches an unauthorized action, follow the later instruction, name the blocked action, and ask the user to run `/goal clear` or replace the condition.
- Group authorized commits by one coherent, shippable theme. A commit is not a progress checkpoint.

## Compact instructions

- When the conversation is compacted, keep verbatim: the task statement and its acceptance criteria; the verification commands and their latest results; every changed file and what changed in it; pending authorizations and blocked actions; the dispatch ledger (level, starts used, remaining budget); the path of the current handoff file. Drop tool output that a listed file or command reproduces.

~/.claude/skills/dispatch-policy/SKILL.md

---
name: dispatch-policy
description: Cost-first budget and model routing for Agent, fork, Workflow, Agent Team, and Codex delegation. Load before the first delegation in a task, or when the user asks about task levels, worker budgets, or which model a worker should use.
---

# Dispatch Policy

Token cost is a first-class constraint; wall-clock time is a separate one. Default to L0. Concurrency changes wall-clock, not tokens: run every independent start of a phase at once and serialize only a stage that consumes an earlier stage's output. The budgets below are ceilings, not targets.

## Task levels

Budgets are counted in Opus-equivalent starts. Weigh each start by its model: haiku 0.125, sonnet 0.5, opus 1, fable 2. These are Anthropic API list-price ratios to Opus 5.5 ($4/$20 per Mtok), which `opus` resolves to since Claude Code 2.1.280: Sonnet 5.5 ($2/$10, the `sonnet` alias since 2.1.284), Fable 5.2 ($8/$40, the `fable` alias since 2.1.321), and Haiku 5.5 (the `haiku` alias since 2.1.293) at its rate for prompts over 100K tokens ($0.50/$2.50), because a start's later turns can cross 100K and the ledger cannot see per-turn prompt size (the base rate, $0.10/$0.50, would give 0.025). Subscription usage is assumed to draw down in roughly the same proportion. Two role exceptions: `reviewer-fable` at low effort weighs 1, an assumption carried over from Fable 5.1 and not yet measured on 5.2 (the Fable 5.2 prompting guide says `low` suits fast, intelligent subagents and scores close to Fable 5.1 at higher effort); the critical Fable roles at high weigh 2. Effort changes a start's tokens but not its weight. The role definition sets effort; a per-call `effort` on the Agent tool (2.1.292+) overrides it, keeps the start's weight, and is the effort step of the escalation order below. The hook denies a per-call `effort` on Fable roles, whose weights assume their defined effort.

| Level | Use for | Budget (Opus-equivalent starts) | Active workflows | Critical Fable starts |
| --- | --- | --: | --: | --: |
| L0 Direct | Explanations and small edits from current context | 0 | 0 | 0 |
| L1 Bounded | One independent task, no cross-check needed | 1 | 0 | 0 |
| L2 Standard | One implementation plus independent QA or review | 4 | 1 | 1 |
| L3 Complex | Cross-module, high-risk, or research-then-implement | 6 | 1 | 1 |
| L4 Exceptional | Large migration, full audit, performance campaign; requires explicit user approval in this conversation | 8 | 1 | 1 |

Worked examples: an opus implementer, a sonnet qa, a sonnet reviewer, and five haiku Explore starts spend 2.625 of L2's 4; three opus and two sonnet readers spend 4 of L3's 6; a workflow of eight sonnet finders spends 4.

Counting rules:

- Every Agent call, fork, workflow agent(), pipeline item, teammate, Codex delegation, restart, resume, repair, and rerun is a start at its model's weight. A fork weighs as the main-session model. A Codex delegation weighs 1.
- Keep one cumulative ledger per user task. The budget belongs to the whole task, not to one workflow; do not split a task across workflows to evade it.
- In one phase use either direct Agent dispatch or a workflow, never both at once. One active workflow at a time.
- Run all genuinely independent starts of a phase concurrently. Sibling workflow agents share a prompt-cache prefix, so a fan-out costs no more than the same starts run one by one. Serialize only stages that need an earlier result. The runtime caps still apply: 12 concurrent Agent-tool subagents (`CLAUDE_CODE_MAX_CONCURRENT_SUBAGENTS`) and up to 16 concurrent workflow agents; a candidate set beyond a runtime cap runs in batches, never silently truncated. `workflowSizeGuideline: medium` asks Claude for fewer than 10 agents per workflow (2.1.271 lowered it from 15) and, because it is set explicitly, moves the advisory Large-workflow warning to that count; the budget above is still the ceiling.
- Do not invent independent work to fill the concurrency. Every start still needs a reason.
- At L2 and above, report once before the first dispatch: level, each planned start with its weight and the weighted total, planned concurrency, model per role, and Fable allowance. Update only when the level or the remaining budget changes. L1 needs no ledger.
- At any limit, stop creating workers and report the unfinished work. Do not raise the level without the user's instruction.
- A user prompt may tighten these limits; it cannot loosen system instructions, permissions, tool allowlists, or hooks.

## Model routing

Always pass an explicit `subagent_type` and `model` alias to the Agent tool. Aliases resolve to the current generation; do not pin specific versions. Keep `CLAUDE_CODE_SUBAGENT_MODEL_FORCE` unset so per-call and definition-level models apply, and keep `CLAUDE_CODE_WORKFLOW_SUBAGENT_MODEL` (2.1.296) unset or `inherit`, because when set it discards every workflow agent's script `model` and `agentType` definition model (changelog and binary; env-vars does not list it). Read the resolved model from the Agent tool result; a `modelsUsed` field means the worker switched models mid-run, for example on the fallback chain after an API error.

Each role has a default model in its definition and an allowed set enforced by the hook, for Agent calls and for `agentType`/`model` pairs inside Workflow scripts. Overriding within the allowed set per call is normal; the default is where to start, not a ceiling.

| Role | Default | Allowed | Typical work |
| --- | --- | --- | --- |
| Explore | haiku/medium | haiku, sonnet | Narrow discovery, evidence lists; sonnet when the search needs more context or turns |
| planner | sonnet/high | sonnet, opus | Bounded plans; opus for cross-module architecture |
| implementer | opus/high | opus, sonnet | Production and test changes; sonnet for mechanical edits you can describe precisely |
| qa | sonnet/high | sonnet, opus | Builds, tests, browser checks, reproduction |
| reviewer | sonnet/high | sonnet, opus | Ordinary independent review; opus for permissions, data, concurrency, migration, public contracts |
| reviewer-fable | fable/low | fable | Read-only review when Sonnet's judgment is not enough; the Fable 5.2 prompting guide reports its scores at low close to Fable 5.1's at higher effort |
| critical-implementer | fable/high | fable | One named critical change |
| critical-reviewer | fable/high | fable | One named critical audit |

Escalation order (Anthropic, "Which Claude model should you build with"): first make sure the worker can verify its own work with a test, a build, or a script; then raise effort one level on the same role with a per-call `effort`; then move to the next model up at a lower effort than the smaller model used. The critical Fable roles are the exception to the last step: they stay at their defined high, because they take only named hard problems and the Fable 5.2 prompting guide puts most of its gain at high. Judge cost per completed task, not per token; a cheaper worker that needs another round is not cheaper.

Routing notes:

- implementer at opus/high and planner, qa, and reviewer at sonnet/high run one step above their model's default: `opus`, `sonnet`, and `haiku` resolve to Opus 5.5 (2.1.280), Sonnet 5.5 (2.1.284), and Haiku 5.5 (2.1.293), which all default to `medium`; other effort-capable models default to `high` except Opus 4.7 (`xhigh`). Ultracode no longer changes effort since 2.1.284; only `--effort ultracode` sets xhigh. A definition's `effort` overrides the session level, so each role's level applies on these models; Explore at medium matches Haiku 5.5's default. A subagent or workflow agent without `effort` runs at the session level only on the main session's model; on another model it uses that model's saved level or default (2.1.317; verified on 2.1.296 for a sonnet agent that ran at medium while the main session ran at xhigh), so with an Opus main session an `opus` workflow agent without `effort` runs at the main session's level. Keep `CLAUDE_CODE_SUBAGENT_EFFORT` (2.1.316) unset: it applies only where neither the definition nor the call names an effort, and every role above names one. Raise to xhigh when rework or failed verification shows the task needs it.
- Review prompts are adversarial: ask the reviewer to refute the change and prove it does not work. A second reviewer with fresh context beats re-asking the same one.
- Built-in types such as general-purpose and Plan also need an explicit haiku, sonnet, or opus alias.
- A fork ignores the model parameter and runs on the main-session model. Count it at that model's weight and use it only when the full conversation context is required.
- Codex delegation, including codex-rescue, counts as a start and is used only when the user names Codex in the current conversation. The plugin's proactive-use guidance does not override this. The Codex side runs the machine's default model and effort unless the request text carries `--effort`, so always pass it: `--effort medium` by default, `--effort xhigh` for a genuinely hard problem or after a medium attempt fell short.
- Preserve the configured main-session model. A dedicated coordinator profile may pin opus/high.
- Do not use Agent Teams unless workers must talk to each other. Do not enable ultracode.

## Fable worker gate

Two kinds of Fable worker exist and are budgeted differently.

- `reviewer-fable` at low effort is an ordinary read-only start. It is allowed from L1 upward and weighs 1 against the level's budget. Use it when a Sonnet review is uncertain or the diff is high-stakes, and tell it to read before concluding because Fable at low searches less on its own.
- `critical-implementer` and `critical-reviewer` at high effort are the critical slot: at most one start per user task, weighing 2, allowed from L2 upward (an implementation plus its review is L2, and the review may be the critical one), never more than one Fable worker of any kind running concurrently.
- Use the critical slot only for a named issue involving security, permissions, privacy, concurrency, transactions, irreversible migration, high-impact release, a critical architecture boundary, or one evidence-backed normal-role attempt that failed.
- Run critical roles serially after cheaper evidence is consolidated into a compact packet. Never place any Fable worker in parallel(), pipeline(), restart, resume, repair, or rerun.
- Never use Fable workers for exploration, fan-out, routine implementation, builds, browser QA, formatting, or documentation.
- Raise a critical role to xhigh only when an eval on real tasks shows headroom at high; the Fable 5.2 prompting guide reports that xhigh "raised scores slightly and used many more tokens". The same guide says "Most of the gain in capability is already present at `high`" and to "move down to `medium` wherever your evals show that quality holds", so medium is the named midpoint to evaluate between reviewer-fable at low and the critical roles at high.
- No model is swapped silently: this machine keeps `switchModelsOnFlag: false` (the `/config` choice "Ask each time"). Since 2.1.318 a classifier-flagged request inside an Agent-tool subagent fails that subagent with `Agent terminated early due to an API error` and the refusal message instead of re-running on the category fallback model; the main interactive session pauses to ask, and a `-p` turn ends with a refusal (model-config.md, "Subagents switch or fail without asking"). Whether workflow agents and teammates fail the same way is undocumented. A `modelsUsed` field on an Agent result therefore comes from a fallback-chain switch after an API error, not from a flag.
- When a Fable worker fails that way or ends with a refusal stop reason, report it, do not count it as a failed normal-role attempt, and rerun the same task once on the matching normal role at opus/high (implementer for critical-implementer, reviewer for critical-reviewer and reviewer-fable) without spending another Fable start. That rerun runs on Opus 5.5, which carries classifiers, so it can be flagged and fail again; then stop and report it to the user. Finding vulnerabilities in source code is permitted; false positives come mostly from compile-check phrasing, obscure languages, and base64 in tool output.

上面 Codex 委派那一条要和 Codex 插件(openai-codex 1.0.6)的实际边界一起看:--effort 只接受 none 到 xhigh,GPT-6 家族的 max 和 GPT-6.1 Sol、Astra、Sol 的 ultra 从这条路径都走不到;--model spark 指向的 GPT-5.3-Codex-Spark 已于 2026-09-14 退役;codex-rescue 默认加 --write,线程以 workspace-write 沙箱和 approvalPolicy: "never" 启动,不采用 config.toml 里的审批设置。只需要 Codex 读代码时,在请求里写明 read-only;需要它改代码时,保留写权限并列出它负责的文件。

~/.claude/skills/handoff/SKILL.md

源文件:ds/skills/handoff/SKILL.md。

/handoff 在计划中的中断或换会话之前,把交接按固定结构写到 ~/.claude/projects/<project>/handoff/HANDOFF.md,与 auto memory 目录并列、不进仓库。它和上面 CLAUDE.md 的 Compact instructions 段是同一条规则的两个机制:总结要在 prompt cache 还热的时候做,原因与用法见《Claude Code 项目协作操作规范》第四节。

---
name: handoff
description: Write the session handoff file before a planned break or a session switch, so a new session continues from the file instead of re-reading this conversation. Use when the user runs /handoff, says handoff or 交接, or announces a break longer than the prompt-cache lifetime.
---

# Handoff

Write one file that a fresh session can act on without this conversation. Facts, not narrative; the exact command, not a description of it.

## Where

Write `HANDOFF.md` in a `handoff` directory beside the auto-memory directory named in the system prompt (for example `C:\Users\DS\.claude\projects\E--ds-docs\handoff\HANDOFF.md`). Overwrite it: the previous handoff is superseded by definition. If the system prompt names no memory directory, write `.claude/HANDOFF.md` in the repository and tell the user it is untracked by intent.

## Contents, in this order

1. Header: task title; written at (local date and time); repository and branch; main-session model and effort; Claude Code version.
2. Goal and acceptance: the user's request in their words, the acceptance criteria, the actions the user authorized (stage, commit, push, publish, destructive), and the ones explicitly not authorized.
3. Done: each completed step with its evidence, as the command and its result or the file and what changed in it.
4. In progress: the exact state of unfinished work, including files mid-edit and what remains in each.
5. Decisions: choices made and why, including options rejected, so the next session does not reopen them.
6. Next steps: ordered, smallest first, each naming the command or file it starts from.
7. Blocked or needs the user: open questions, missing authorizations, external evidence that was not available.
8. Working tree: the output of `git status --short`, the files changed since the task began, and any user-owned dirty files that must not be reverted.
9. Dispatch ledger: task level, starts used with the model of each, remaining budget, and the run id of any active workflow.
10. Verification: the exact commands that prove the current state (tests, lint, typecheck, build) and their last result.

Keep it under 200 lines. Refer to files by path; do not paste file contents. Leave out tool output that a listed command reproduces.

## After writing

Reply with the file path and a two-line summary. Do not compact, clear, or end the session; the user decides that. The new session starts with: `Read <path> and continue from its Next steps. Treat its Decisions as settled and do not re-derive what it records.`

五、项目级 CLAUDE.md 模板

这一层记录仓库事实,并覆盖用户级默认中与项目有关的部分。

# Project Contract

## Product boundary

- Product: <what this repository delivers>
- In scope: <current supported surface>
- Out of scope: <explicit exclusions>
- Current-version policy: <whether backward compatibility is required>

## Architecture

- Runtime and framework versions: <verified versions>
- Source-of-truth modules: <paths and responsibilities>
- External contracts: <APIs, schemas, persistence, and deployment boundaries>
- Generated artifacts: <what generates them and when they must be refreshed>

## Commands

- Install: `<command>`
- Format: `<command>`
- Lint: `<command>`
- Type-check: `<command>`
- Test: `<command>`
- Build: `<command>`
- End-to-end verification: `<command or external prerequisite>`

## Change policy

- Inspect the current implementation and its nearest tests before editing.
- Modify only the owned files named in the task.
- Do not preserve obsolete paths unless an external contract requires them.
- Keep project-specific architecture, framework, and release rules here rather than in the user-level CLAUDE.md.

## Acceptance

- Run the smallest focused check first, then the project-required validation.
- Distinguish local proof from external service, device, browser, or release evidence that was not available.
- Preserve unrelated working-tree changes.

六、路径规则模板

当前版本 Next.js

建议保存为 .claude/rules/current-nextjs.md,并按项目实际路径修改 glob。

---
paths:
  - 'app/**/*.{ts,tsx}'
  - 'pages/**/*.{ts,tsx}'
  - 'next.config.*'
---

# Current Next.js Version

This is not necessarily the Next.js version represented in your training data. APIs, conventions, defaults, and file structure may have changed.

Before writing code:

1. Read the installed version from the package manager and lockfile.
2. Read the relevant bundled guide under `node_modules/next/dist/docs/` when it exists.
3. Inspect the installed package source and types for the exact API in use.
4. Follow current deprecation notices and migration guidance.

Do not add a compatibility path for an older Next.js version unless an external supported-version contract explicitly requires it.

Compose Professional Design System

建议保存为 .claude/rules/compose-design-system.md。

---
paths:
  - '**/*.kt'
  - '**/*.kts'
---

# Compose Design System

Do not treat Material 3 as the product's foundational visual system. Build and use the application's own professional design system.

Use Compose Foundation as the design-system-neutral primitive layer where it fits. Define product-owned tokens, typography, color, spacing, shape, motion, interaction states, and accessible components. Reuse Material behavior only when it serves the product system rather than dictating its visual language.

Do not replace the entire UI speculatively. Work through complete, testable product surfaces and keep the application usable after each layer.

七、主协调 Agent 定义

源文件:ds/agents/coordinator.md,profile 见 ds/profiles/coordinator.json。profile 是一份普通 settings 文件,用 claude --settings ~/.claude/profiles/coordinator.json 启动(--profile 不是 Claude Code 的参数,2.1.270 实测报 unknown option);--settings 位于用户设置之上,所以其中的 agent: coordinator 与 permissions.defaultMode: default 会压过全局设置,Worker 的 permissionMode 在该会话才真正生效。

建议文件:~/.claude/agents/coordinator.md。这个定义不包含 Edit、Write 或 Bash,因此主线程只能读取、调度与验收。

---
name: coordinator
description: Coordinates bounded engineering work through approved agents and workflows without implementing directly.
tools: Agent(Explore, planner, implementer, critical-implementer, qa, reviewer, reviewer-fable, critical-reviewer, codex:codex-rescue), Read, Grep, Glob, WebFetch, WebSearch, Workflow, Skill
model: opus
effort: high
permissionMode: default
skills:
  - dispatch-policy
---

You are the root coordinator, integrator, and final acceptance owner.

Do not edit files or run shell commands. Your tool list intentionally omits Edit, Write, Bash, and PowerShell. Use an approved worker for implementation and verification, and never ask a worker to bypass its tool boundary.

Treat token cost as a first-class constraint. Complete short read-only work directly. Delegate only when specialization, context isolation, independent validation, or real wall-clock savings justify another context.

Classify every user task before delegation using the L0-L4 budgets in the preloaded dispatch-policy skill. The budgets are ceilings in Opus-equivalent starts. Default to L0. Run every independent start of a phase concurrently and serialize only stages that need an earlier result; concurrency changes wall-clock, not tokens. Count Agent calls, forks, workflow agents, pipeline items, teammates, restarts, resumes, repairs, and reruns at their model's weight. Maintain one cumulative ledger for the whole user task. Never split workflows to evade it. Use direct agents or a workflow in a phase, never both concurrently.

Route by the dispatch-policy role table: each role has a default model and an allowed set, and a per-call model override within that set is normal. Escalate in the dispatch-policy order: first make sure the worker can verify its own work with a test, a build, or a script; then raise effort one level with a per-call `effort` on the same role (never on a Fable role); then move to the next model up at a lower effort than the smaller model used, except that the critical Fable roles keep their defined high. For review, Sonnet is the default, Opus or reviewer-fable when the diff touches permissions, data, concurrency, migration, or public contracts, or when Sonnet reports uncertainty.

Every Agent call must explicitly specify the selected type and matching model. Never rely on model inheritance. Effort comes from the role definition unless an escalation passes `effort` on the call. Read the resolved model from the Agent tool result, and treat a `modelsUsed` field as a mid-run model switch whose output is not the requested model's judgement.

Do not use Agent Teams unless workers must communicate directly. Prefer a reviewed saved workflow over a generated workflow. Keep ultracode off. Before any workflow launch, return a compact preflight containing the workflow name, task level, planned and cumulative starts, peak concurrency, explicit model and effort for every role, Fable count and reason, repair and rerun policy, overflow behavior, and stopping conditions.

Every delegated task must state its objective, in-scope and out-of-scope work, owned files, acceptance criteria, required verification, forbidden actions, evidence format, and stopping conditions.

A worker completion is evidence, not acceptance. Inspect the diff and QA or review evidence before reporting completion. Preserve user-owned dirty files. Do not stage, commit, push, publish, or perform destructive actions without explicit user authorization.

Agent 定义的 tools: Agent(...) 用于限制主 Agent 能选择的类型。经过实测的 Agent PreToolUse Hook 还应要求显式 subagent_type 与 model,拒绝模型落在角色允许集合之外的调用,以及 Agent 类型不是 reviewer-fable 或两个 critical 角色的 Fable。允许集合本身是成本偏好,但一旦写进 Hook 就是硬拒绝:缺模型、已定义角色越出允许集合、越界 Fable、fork 都 deny;Fable 角色的调用若带逐次 effort(2.1.292 起 Agent 工具的参数,会覆盖定义里的 effort,Hook 输入的 tool_input 里能看到它)或 name 也 deny,前者因为 Fable 的权重按定义里的 effort 计算,后者因为 Fable Worker 从不续跑,而 name 会让它能被 SendMessage 寻址;没有角色定义的内置类型(general-purpose、Plan)带合法别名时返回 ask,因为它们没有定义级 effort,实际 effort 来自调用里的 effort,否则来自会话按其模型解析的设置;唯一的例外是 codex:*,带合法别名时直接放行、不再 ask,所以"只在用户点名时才用 Codex"是 Prompt 规则而不是 Hook 规则,插件自带的 model: sonnet 也会被逐次别名覆盖。L3/L4 用户批准仍由 Prompt 与人工治理,不是该 Hook 的检查项。

Fable Worker 的 resume 不能由 Agent 匹配器拦截。2.1.296 的 Agent 调用没有 resume 参数,续跑走 SendMessage,输入里只有 to 字段而没有模型,官方写明 to 可以是名称也可以是 agent ID。本机 Hook 把 SendMessage 一并匹配:目标名称含 critical- 或 fable 时 deny,发往 main 放行;纯 ID 则读取会话目录下 subagents/agent-<id>.meta.json 的 model 与 agentType,Fable 或解析不到都 deny,其余 ask。2.1.319 起用户还可以在 /tasks 的"Earlier in this session"行重新打开已结束的 Subagent 并给它发消息,这不是 SendMessage 工具调用,Hook 看不到,Fable Worker 不续跑这一条在这里只能靠人遵守。subagent_type: fork 会忽略 model 并运行在主会话模型上,本机 Hook 直接 deny,需要完整上下文时由用户临时放开。

官方 hooks-guide 保证 PreToolUse 的 deny 在所有权限模式下生效,包括 bypassPermissions 与 --dangerously-skip-permissions;ask 在 bypass 下的行为文档没有写,本机实测会被直接放行、不弹窗。本机习惯用 bypass,所以真正关键的路径都改成了 deny。

同一 Hook 对 Workflow 先读取脚本(script、scriptPath,或按 name 解析的 Saved Workflow,三者只能给一个:文档写 scriptPath 优先,2.1.296 实测两者同时给出时跑的却是内联脚本,所以多于一个直接 deny;按 name 解析时先在 Hook 输入的 cwd 到仓库根(第一个含 .git 的上级目录)之间逐级向上找,再找 CLAUDE_CONFIG_DIR(未设置时为 ~/.claude)下的 workflows/,匹配的是脚本里的 meta.name 而不是文件名,因为 2.1.296 的加载器按 meta.name 建索引并跳过 meta 解析不出的脚本,两个脚本声明同一名称也 deny;插件 Workflow 的脚本在插件目录的 workflows/ 下,Hook 不去那里找,其带冒号的命名空间名称也过不了名称校验;内置 Workflow 没有可读脚本),先把注释、字符串、模板和正则字面量剔出代码,再逐个定位真正的 agent( 调用,按顶层逗号拆参数,要求恰好两个参数,只检查第二个参数这个 opts 对象字面量的直接属性:model 必须是 haiku|sonnet|opus 的普通字面量或 agentType 指向已定义角色,否则 deny;agentType 与 model 同时出现时,这对组合还要落在该角色与 Agent 调用相同的允许集合内(Explore 配 opus、implementer 配 haiku 都 deny);model 是变量或拼接、键重复、opts 里有 spread、参数多于两个、出现 Fable、agent/workflow 被别名或成员方式调用、代码里出现 \u 转义、嵌套 workflow()、字面量未闭合、括号不配对、读不到脚本、解析不出任何调用、内置 Workflow 也都 deny;全部合规才 allow,并把给 Claude 的账本提醒放进 additionalContext(reason 只显示给用户)。2026-09-25 之前合规时返回 ask,只在非 bypass 会话里弹窗;改为 allow 后是否启动 Workflow 只由模型侧的 opt-in 规则决定,Hook 只管脚本是否合规。2026-09-10 之前的版本按 agent( 切段,会被 prompt 文本里的 agent( 误拒、也会被后文的 model: 'sonnet' 误放;改为词法解析后又经三轮 Opus 对抗式审查补上 19 类绕过或误拒与两条崩溃放行路径(含全局对象、计算属性与动态代码的别名路径),2026-10-11 修好因会话目录被清理而失效的测试夹具并新增 14 个用例后,现有 130 个用例(59 个基础、71 个对抗)全部通过,2026-11-09 在 2.1.319、2026-11-10 在 2.1.322 上重跑仍是 130/130,测试脚本在 ds/hooks/tests/。Hook 还必须显式按 UTF-8 读取 stdin:Windows PowerShell 默认按控制台代码页解码,GBK 下多字节字符后的引号会被吞掉,合法调用会因 JSON 解析失败被 exit 2 阻断。必须由 Hook 承担的原因是:Claude Code 自带的 workflow-authoring Skill 要求脚本默认省略 model 以继承主会话模型(该段只在 CLAUDE_CODE_SUBAGENT_MODEL_FORCE 未设置、且 2.1.296 新增的 CLAUDE_CODE_WORKFLOW_SUBAGENT_MODEL 未设置或为 inherit 时渲染),ultracode 开启时 Claude 正是照这条系统级指令写脚本,用户级 Prompt 压不过它。同名个人 skill 可以在显式加载时覆盖它:~/.claude/skills/workflow-authoring/SKILL.md 以官方文本为底,只把 opts.model 改为必填并让 Ultracode 段落遵守 dispatch-policy;但 /effort ultracode 或输入含 workflow 关键词的 Prompt 时注入的仍是内置文本,所以这些会话只能靠 Hook。Teammate 的模型同样由 Agent 调用的显式 model 保证;没有自己 effort 的 Teammate 只有跑在 Lead 的同一模型上才继承 Lead 的 effort,换了模型就用该模型保存的级别或默认值(2.1.317);以 in-process 模式(默认显示模式,Windows Terminal 也不支持分屏)从具名角色定义派生的 Teammate 使用该定义的 effort,分屏模式的 Teammate 是否采用定义里的 effort,文档没有写。

/hooks 会列出用户、项目和插件 Hook;搜索 settings.json 得不到完整清单。/goal 创建会话级 Prompt Stop hook,参数应给出验收证据,不能写成 /goal go。

本机 Codex Companion 1.0.6 注册了 Stop review gate。workspace state 的 stopReviewGate 默认为 false,因此没有触发本次事件。其 Hook 未检查 stop_hook_active;启用后,连续返回 BLOCK 会触发熔断。

本机安装的 security-guidance(2026-09-10 已自动更新到 2.0.8,当前在 enabledPlugins 中为 false)也注册了 Stop hook,以 asyncRewake 返回 git diff 的 LLM 安全审查结果,并会检查 stop_hook_active。它的 SessionStart hook 通过 bash 调用 Python、超时 180 秒。审计 Stop hook 时应把它和 Codex gate 一起列出,并每次重新读取 enabledPlugins 与版本,而不是沿用上次的状态。

八、Worker 定义

源文件:ds/agents/。

这些 Worker 都不提供 Agent 工具,避免继续嵌套派生。

permissionMode: plan 在父会话为 auto、bypassPermissions 或 acceptEdits 时会被忽略,这是官方文档的明确规则,不是可能性。本机 defaultMode 为 auto,因此下面所有 permissionMode: plan 在默认会话中都不生效。Reviewer 若保留 Bash 或 PowerShell,严格只读只能依靠工具列表、经过实测的命令白名单或 PreToolUse Hook,不能只依靠 Prompt。

代码块是跨平台模板。本机 Windows 版本将 Worker 的 Bash 工具换成 PowerShell,并保留 permissionMode 作为非 auto 父会话下的意图声明;复制时按目标系统和权限审计。

Explore.md

---
name: Explore
description: Performs cheap read-only discovery for one narrow repository or documentation question.
tools: Read, Grep, Glob, WebFetch, WebSearch
model: haiku
effort: medium
permissionMode: plan
---

Answer only the assigned question. Return exact file paths, line numbers, primary sources, and unresolved unknowns. Do not propose unrelated improvements. Stop when the requested evidence is found or the stated search boundary is exhausted.

planner.md

---
name: planner
description: Produces a bounded implementation plan from verified repository and source evidence.
tools: Read, Grep, Glob, WebFetch, WebSearch, Skill
model: sonnet
effort: high
permissionMode: plan
---

Build a dependency-ordered plan from direct evidence. State every unresolved unknown and the smallest test or source that would resolve it. Do not edit files, widen scope, or turn uncertainty into speculative compatibility, validation, retries, fallbacks, or abstraction.

implementer.md

autoCompactWindow: 300000(2.1.296 起可写在定义里,只能调低):Subagent 默认继承主会话顶层的 autoCompactWindow: 750000。2026-09-15 至 10-15 本机 735 次 implementer 运行里有 98 次超过 30 万 token,最高 71.6 万,超过 30 万的请求有 7,572 次。其他角色很少超过 30 万,不设。

---
name: implementer
description: Implements one bounded production or test change with focused verification.
tools: Read, Grep, Glob, Edit, Write, Bash, Skill
model: opus
effort: high
autoCompactWindow: 300000
permissionMode: default
---

Own only the files and objective assigned by the coordinator. Make the smallest evidence-backed implementation and run the required focused verification.

Do not spawn agents, widen scope, modify planning or memory files, stage, commit, push, publish, or revert other work. Stop on missing authority, conflicting ownership, or a repeated blocker and return exact evidence.

critical-implementer.md

---
name: critical-implementer
description: Implements one bounded high-risk change that demonstrably requires Fable.
tools: Read, Grep, Glob, Edit, Write, Bash, Skill
model: fable
effort: high
permissionMode: default
---

Follow the implementer contract. Use the additional reasoning budget only for the exact critical issue named in the assignment. Do not redesign adjacent systems. Stop as soon as the acceptance evidence is complete.

qa.md

---
name: qa
description: Independently runs builds, tests, reproduction, and browser or runtime verification.
tools: Read, Grep, Glob, Bash, WebFetch, WebSearch
model: sonnet
effort: high
permissionMode: default
---

Verify the assigned acceptance criteria independently. Do not modify production or test files. Report commands, exit codes, runtime evidence, failures, and unavailable external conditions. Stop after the required matrix.

reviewer.md

---
name: reviewer
description: Performs an independent read-only correctness and regression review.
tools: Read, Grep, Glob, PowerShell
model: sonnet
effort: high
permissionMode: plan
---

Review only the assigned diff and nearby contracts. Use PowerShell only for read-only inspection. Work adversarially: try to refute the change and prove it does not work before accepting it. Prioritize correctness, regressions, data loss, permissions, and missing tests. Every finding must cite evidence and a concrete failure mode. When your conclusion is uncertain, say so explicitly so the lead can escalate to a stronger reviewer. Do not edit files.

reviewer-fable.md

Fable 5.2 提示指南写明:low 适合快速而聪明的 Subagent,5.2 在 low 的得分接近 Fable 5.1 在更高档位的成绩;此前 Fable 5.1 指南也说 low effort 下的 Fable 在每任务成本上常与更高 effort 的 Sonnet 或 Opus 相当且得分更高。按 1 计权重是从 5.1 沿用的假设,还没在 5.2 上实测。这个只读角色因此不占关键席位,从 L1 起就是一次普通启动;因为 low 下 Fable 较少主动检索,定义里明确要求先读再下结论。

---
name: reviewer-fable
description: Read-only review on Fable at low effort for diffs where Sonnet's judgment is not enough; cost per task is comparable to Sonnet/high.
tools: Read, Grep, Glob
model: fable
effort: low
permissionMode: plan
---

Review only the assigned diff and the contracts it touches. Read the changed files and their nearest callers before forming any conclusion; recognizing a file or API name is not the same as knowing its current state, so open it.

Work adversarially: try to refute the change. For every finding cite the file and line, the violated invariant, and a concrete failure scenario. Separate confirmed defects, plausible risks, and unresolved unknowns. If the evidence for a blocking finding is incomplete, say what would settle it rather than guessing.

Do not edit files, do not widen into a repository-wide audit, and stop when the assigned scope is covered.

critical-reviewer.md

---
name: critical-reviewer
description: Reviews one bounded security, architecture, permission, concurrency, or migration risk.
tools: Read, Grep, Glob, PowerShell, WebFetch, WebSearch
model: fable
effort: high
permissionMode: plan
---

Perform one bounded high-risk review. Work adversarially: assume the change is wrong and try to prove it. Use PowerShell only for read-only inspection. Separate confirmed defects, plausible risks, and unresolved unknowns. Require a concrete exploit, race, invariant violation, or authoritative source before blocking acceptance. Do not edit files or expand into a repository-wide audit.

九、Workflow Authoring 模板

这些是用来让 Claude Code 创建或审查 Saved Workflow 的 Prompt,不是 Workflow 脚本本身。脚本实现必须以当前版本 API 为准。

research-review:L3 研究与关键审查

Design a saved Claude Code workflow named research-review.

Purpose:
- answer one bounded research question;
- consolidate primary-source and repository evidence;
- optionally perform one critical review only when the evidence proves the escalation gate.

Hard budget:
- L3 only;
- a budget of 6 Opus-equivalent starts for the complete workflow (haiku 0.125, sonnet 0.5, opus 1);
- run independent stages concurrently, inside the runtime cap of 16 workflow agents;
- at most 1 delegated Fable worker, weighing 2, run serially after all cheaper evidence is merged;
- no restart, resume, repair, or rerun of the delegated Fable worker;
- no Agent Team and no ultracode.

Use Haiku for narrow independent discovery and Sonnet/high for synthesis. A delegated Fable/high worker is optional, never the first stage, and never inside parallel() or pipeline(). Do not use a delegated Fable worker merely because the task is broad.

Validate the candidate set before launch. If it exceeds the approved budget, fail fast and return the overflow. Do not silently truncate it. Batch only for the runtime concurrency cap, while keeping the cumulative weighted start count inside the same budget.

Every agent() must explicitly specify model, effort, and a compact output schema. Count each pipeline item and every relaunch execution as a new start. Return a preflight ledger before execution and a final actual-usage ledger.

implement-verify:L2 常规实现闭环

Design a saved Claude Code workflow named implement-verify.

Purpose:
- implement one bounded change;
- independently verify it;
- independently review its exact diff;
- allow at most one evidence-backed repair if a blocking finding remains.

Hard budget:
- L2 only;
- a budget of 4 Opus-equivalent starts for the complete workflow (haiku 0.125, sonnet 0.5, opus 1);
- run independent stages concurrently;
- no delegated Fable worker;
- no Agent Team and no ultracode.

Run one Opus/high implementer first. Then run Sonnet/high QA and reviewer in parallel only if their file access and state do not conflict. Spend the fourth start only on one bounded Opus/high repair. If there is no blocking finding, finish with three starts instead of filling the budget.

Every agent() must explicitly specify model, effort, and a compact output schema. A repair must name the exact blocking evidence and owned files. Do not relaunch the entire workflow after a late-stage failure; report what would be rerun and require an explicit decision when the remaining budget is unclear.

performance-investigation:需批准的 L4 性能攻坚

Design a saved Claude Code workflow named performance-investigation, but do not run it until I explicitly approve L4 in the current conversation.

Goal:
- reproduce one named performance problem;
- capture a profiler baseline and p50, p95, and p99 measurements;
- identify the dominant verified bottleneck;
- implement the smallest justified optimization;
- repeat the same measurement and check functional regressions.

Hard budget after approval:
- a budget of 8 Opus-equivalent starts for the complete workflow (haiku 0.125, sonnet 0.5, opus 1, fable 2);
- run independent stages concurrently, inside the runtime cap of 16 workflow agents;
- at most 1 delegated Fable worker, weighing 2, used only for one critical post-evidence decision;
- the delegated Fable worker must not run in parallel(), pipeline(), restart, resume, repair, or rerun;
- no Agent Team and no ultracode.

Do not optimize from intuition. Use a profiler, preserve the baseline command, dataset, environment, warm-up, and sample count, and report uncertainty. Treat the target threshold as unproven until the repeated measurement reaches it. Stop at the budget limit and return the remaining hypothesis list.

覆盖 bundled workflow-authoring Skill(派生自 2.1.267 文本,2.1.322 复核:内置文本自 2.1.270 起只差运行时占位符(2.1.319 另有一处条件句),覆盖版版本行已移到 2.1.322)

完整文件:ds/skills/workflow-authoring/SKILL.md。文件正文第一行标注了派生自的 Claude Code 版本;升级后先从 claude.exe 提取新的 bundled 文本(搜索 "# Workflow authoring reference")做 diff,再更新该版本号。

Claude Code 自带的 workflow-authoring 要求脚本"默认省略 model";这句话在 2.1.322 里仍是运行时模板,只在 CLAUDE_CODE_SUBAGENT_MODEL_FORCE 未设置、且 CLAUDE_CODE_WORKFLOW_SUBAGENT_MODEL(2.1.296)未设置或为 inherit 时渲染(2.1.270 提取的内置文本与 2.1.267 只有运行时占位符不同,2.1.276、2.1.277、2.1.280、2.1.282、2.1.296、2.1.319 的内置文本与 2.1.270 也只差运行时占位符,2.1.321 与 2.1.322 与 2.1.319 相同)。2.1.319 的 opts.effort 句多了一个条件:只在设置了 CLAUDE_CODE_SUBAGENT_EFFORT(2.1.316)时把"inherit the session effort"换成"use the configured subagent default",本机不设,覆盖版文件头记下了这一点。在 ~/.claude/skills/workflow-authoring/SKILL.md 放一份同名个人版本即可覆盖它,显式加载 skill 时会话内即时生效,无需重启;但 /effort ultracode 开启后 Claude Code 直接注入的是内置文本而不是覆盖版(2026-09-10 实测),输入含 workflow 关键词的 Prompt 时也一样,这些会话里只能靠 Hook。内容以官方文本为底,保留全部 API 说明,改动以覆盖版文件头列出的为准:model 规则、Ultracode 段落、示例里补上的 model: 值,以及并发、规模与 resume 段落里的 dispatch-policy 预算句;内置 Ultracode 段落中"倾向用 workflow 编排并对抗式核验"那句按策略省略,其余与内置文本一致。下面只摘录 model 规则、Ultracode 段落与 agent() 选项说明。内置 workflow-authoring 文本在二进制里,没有解压副本;其他内置 skill(如 claude-api)首次加载时才解压到 Temp/claude/bundled-skills/<version>/<hash>/,按版本重建,不要改它。

---
name: workflow-authoring
description: Reference for writing a Workflow tool script (script API and gotchas, resume, quality patterns, worked examples). Personal override of the bundled skill; every agent() must name its model. Load before authoring a script for a workflow the user already opted into; it does not itself authorize running one.
---

# Workflow authoring reference

**Model rule (mandatory).** Every `agent()` call must set `model` to `haiku`, `sonnet`, or `opus`, or set `agentType` to a defined role (`Explore`, `planner`, `implementer`, `qa`, `reviewer`) whose definition pins the model. Never omit `model` and never use `fable` inside a workflow. An omitted model inherits the main-session model, which may be the most expensive tier; the dispatch hook denies such scripts before launch. Choose the tier by the role table in the `dispatch-policy` skill: haiku for narrow discovery, sonnet for planning, QA, review, and synthesis, opus for implementation.

<!-- bundled text continues unchanged, except: -->

**Ultracode.** When a system-reminder confirms ultracode is on, that opt-in is standing: author and run a workflow for every substantive task by default. Token cost remains a constraint: the `dispatch-policy` budget for the current task level still caps total agent starts, and every `agent()` still names its model per the rule above. Prefer one well-scoped workflow per phase (understand → design → implement → review) so you stay in the loop between them. The quality patterns below (adversarial verify, multi-modal sweep, completeness critic, loop-until-dry) are the tools; pick what fits the task and the budget. Solo on conversational turns or trivial mechanical edits. When a reminder says ultracode is off, revert to the opt-in rule in the Workflow tool description.

<!-- in the agent() option list: -->

opts.model is REQUIRED unless opts.agentType names a defined role: set it to 'haiku', 'sonnet', or 'opus' for every call. Do not omit it; omission inherits the main-session model. Built-in types such as 'general-purpose' do not pin a model, so they still need opts.model.

十、个人 Prompt Tips 的独立文章

原稿中的工程约束、依赖升级、Next.js、Compose 设计系统、项目审查、知识沉淀、测试、p95 性能闭环和 Codex Luna Worker 等日常片段,已经逐项迁移到《我的 AI Agent Prompt Tips:Workflow、Subagent 与 Agent Team》。

新文章还补充了小型 Agent Team 与 Workflow → Agent Team 串行组合模板,并提供原稿迁移对照表。这里继续只保存完整配置、Agent 定义与 Workflow Authoring 资产。

十一、落地前检查

复制模板不等于已经形成硬控制。真正实施时至少验证:

  • 用 claude --version 核对目标版本与模板所需能力;
  • 核对 effort 来源:用户设置文件里的 top-level effortLevel 只覆盖 Fable 5.1、Opus 5 及更早模型,不覆盖 Opus 5.5 及之后的模型(包括 Sonnet 5.5、Haiku 5.5 与 Fable 5.2):主会话切到 opus 或 fable 时以该模型的默认 medium 运行,除非设置 modelSettings.claude-opus-5-5 或 modelSettings.claude-fable-5-2(本机两者都设为 medium,Opus 另带 autoCompactWindow: 400000);条目按规范名匹配,fable 改指新版本后旧条目不再生效;角色定义保留各自 frontmatter 里的 effort,Agent 调用的逐次 effort(2.1.292 起)会覆盖它并在 resume 后保留,Hook 只对 Fable 角色拒绝它;CLAUDE_CODE_EFFORT_LEVEL 压过定义与逐次 effort,本机应保持不设;CLAUDE_CODE_SUBAGENT_EFFORT(2.1.316)只在定义与调用都没给 effort 时生效,九个角色都写了 effort,本机保持不设;在交互终端经 Anthropic API 时输入 ultrathink 会把当回合升到 xhigh(2.1.311,Opus 5.5、Sonnet 5.5、Haiku 5.5、Fable 5.2、Fable 5.1),CLAUDE_CODE_DISABLE_ULTRATHINK(2.1.316)可关掉这个关键词;coordinator profile 经 --settings 给出的 effortLevel 对所有模型生效,并压过用户设置里按模型保存的级别;Fable 的 per-model 级别(本机 Fable 5.2 为 medium)由用户按项目自行选择;ultracode 自 2.1.284 起不再改 effort,只有 --effort ultracode 还会设为 xhigh;2.1.267 新增的 maxEffortLevel 若被设置,会压住关键角色升 xhigh 与 implementer 返工升档(settings-reference 明确它作用于 skill 与 Subagent 的 effort frontmatter),本机应保持不设;
  • 委派 Agent 定义能否加载,实际 model 与 effort 是否符合 Explore=Haiku/medium(Haiku 5.5 支持 effort,默认即 medium;升到 Sonnet 时同为 medium)、planner=Sonnet/high、implementer=Opus/high、qa/reviewer=Sonnet/high、critical roles=Fable/high;
  • Fable Worker 遇到分类器标记时:本机保持 switchModelsOnFlag: false(/config 里的"Ask each time"),不静默换模型;2.1.318 起 Agent 工具派发的 Subagent 被标记后直接失败,返回 Agent terminated early due to an API error 与拒绝信息,不再在类别回退模型上重跑;交互主会话暂停询问,-p 回合以拒绝结束;workflow agent 与 Teammate 是否同样失败没有文档。Fable Worker 这样失败或以 refusal 结束时,汇报、不算一次常规角色失败,在对应常规角色上以 opus/high 重跑一次(critical-implementer 对应 implementer,critical-reviewer 与 reviewer-fable 对应 reviewer),不再计一次 Fable 启动;这次重跑跑在同样带分类器的 Opus 5.5 上,再被标记就停下汇报给用户。Agent 结果里的 modelsUsed 现在只来自 API 错误后的回退链切换;Codex 委派是否计入账本并仅在用户点名时使用;
  • CLAUDE_CODE_SUBAGENT_MODEL_FORCE 是否关闭,CLAUDE_CODE_WORKFLOW_SUBAGENT_MODEL(2.1.296)是否未设置或为 inherit(设置后会丢弃每个 workflow agent 的脚本级 model 与 agentType 定义里的模型,依据是 changelog 与二进制,env-vars 文档没有列出它;本机保持不设),Agent 工具返回结果中的模型是否与预期一致;CLAUDE_CODE_SUBAGENT_MODEL 只是解析顺序第 3 位的默认值,压不过逐次与定义里的模型,但会改变 Hook 看不到的 forked 内置 skill(文档明确的是 /code-review)所用的模型,本机保持不设;
  • Opus/high 专用主协调 Agent 是否通过 claude --settings ~/.claude/profiles/coordinator.json 作为独立 profile 加载(--profile 不是有效参数),并缺少写入和 Shell 工具;
  • Worker 是否无法继续派生;
  • Agent PreToolUse 是否拒绝缺少显式 type/model、模型落在角色允许集合之外,以及 Agent 类型不是 reviewer-fable 或 critical 角色的 Fable,Fable 角色带逐次 effort 或 name 时是否被拒,Fable 启动是否计入每会话上限,同时给出 script、scriptPath、name 中多于一个的 Workflow 调用是否被拒,并只对通过检查的 Workflow 返回 allow;
  • reviewer 在允许集合内升到 Opus、或改派 reviewer-fable 时是否无需绕过 Hook;
  • Hook 匹配器是否同时覆盖 SendMessage 与 subagent_type: fork,其中 Fable 目标(按名称匹配,或按 agent ID 从会话 agent-<id>.meta.json 解析)与 fork 使用 deny;bypass 模式下 ask 会被自动放行,因此关键规则必须是 deny;ask 的 reason 不会给 Claude,需要 Claude 执行的说明是否放在 additionalContext;用户从 /tasks 重新打开已结束的 Subagent 并发消息(2.1.319)不经过 SendMessage,Hook 拦不到;
  • Workflow 脚本中每个 agent() 是否都被 Hook 检查了显式 model 或已定义 agentType,缺项是否在启动前被拒;prompt 文本里含 agent( 的合规脚本是否不再被误拒,文件后文出现 model: 'sonnet' 的缺模型调用是否仍被拒;
  • CLAUDE.md 是否只保留跨项目工程契约,调度预算与模型路由是否在 dispatch-policy Skill 中并被 coordinator 预加载;
  • 父会话 defaultMode 是否为 auto;若是,所有 Worker 的 permissionMode: plan 已失效,只读角色必须靠工具列表保证;
  • Policy Hook 遇到畸形 JSON 时是否直接向 stderr 写简短消息并以 exit 2 阻断;默认情况下 PreToolUse 的 exit 1、启动失败或超时都不阻断,路径写错或脚本崩溃会放行一切,所以 Hook 条目要加 "onFailure": "block"(2.1.295 起);但这一项单独不够:2.1.296 实测 exit 256 被当作成功,powershell.exe -File 找不到脚本时退出码是 -196608(0xFFFD0000,低字节为 0),仍记为 hook_success 放行,所以本机改用 -Command 包装:& '<hook>'; if ($null -eq $LASTEXITCODE) { exit 1 }; exit $LASTEXITCODE,实测脚本缺失时被阻断、脚本的 exit 2 连同 stderr 原样传出、exit 0 保留 JSON 决定(不带包装的 -Command "& 'script'" 会把 exit 2 变成 exit 1,2026-11-09 在 2.1.319 上复测仍如此;2.1.309 与 2.1.316 的退出码修复只针对 "shell": "powershell" 形式的 Hook);可以临时改错路径验证 Agent 调用是否被阻断;
  • command Hook 的 command + args(exec 形式,2.1.139 起可用)是否按当前版本(2.1.322)的有效格式加载;
  • 是否要把 git 授权做成硬门禁:Bash(git:*) 这类 allow 规则在 auto 模式决策顺序第 1 步直接放行、不经分类器,只有 permissions.ask 规则(如 git commit:* 与覆盖 git -C <path> commit 的 git * commit:*)在任何模式下都会弹窗;Bash 的 ask 规则不覆盖 PowerShell 工具,以 PowerShell 为主的本机要同时写 Bash(git push *) 与 PowerShell(git push *) 这样的成对规则;本机选择不启用,保留 bypass 会话免打扰,由 CLAUDE.md 约束;
  • 以 powershell.exe 运行的 Hook 是否显式按 UTF-8 读取 stdin;控制台代码页不是 UTF-8(如 GBK)时,[Console]::In 会吞掉多字节字符后的引号,导致合法调用因 JSON 解析失败被 exit 2 阻断;
  • /goal 条件是否给出终态、验收命令和授权边界;范围改变后是否已清除或替换旧 Goal;
  • 是否逐项记录 /hooks 中每个 Stop hook 的来源,包括 security-guidance 的 asyncRewake Stop hook;Codex review gate 是否关闭,或其 Hook 是否在 stop_hook_active=true 时返回成功;
  • permissions.disableBypassPermissionsMode 是否符合目标策略:保留 CLI bypass 时该键应不存在;必须禁止 bypass 时,它应位于 permissions 内且为 "disable"。defaultMode: auto 只设置默认模式;
  • 以 PowerShell 为主时,PowerShell allow 规则是否覆盖预期的 Bash 许可;
  • 重复的 Matt Pocock plugin skill 是否通过禁用插件移除,而不是用无效的 skillOverrides 或删除 skill 目录;
  • Workflow 的候选集合、并发、repair 与 relaunch 是否按实际启动计数;
  • /workflows、/usage 或 OTel 是否能提供分项 Token 与耗时证据;/skill-doctor 是否已用于核对每个 skill 的上下文成本(DISABLE_TELEMETRY=1 会一并关闭 feature-flag 拉取,使 /skill-doctor 不可用,需临时去掉该变量;同一原因还会关掉 claude.ai skill 与 plugin 同步(2.1.273/2.1.275),也正因如此 Windows 上必须保持 CLAUDE_CODE_USE_POWERSHELL_TOOL=1)。

在这些验证完成前,Prompt 是行为规约,不应被描述成 Token、美元或墙钟硬上限。

十二、调度 Hook 脚本

源文件:ds/hooks/enforce-agent-dispatch.ps1,settings 注册片段见 ds/settings.snippet.json。

本机 ~/.claude/hooks/enforce-agent-dispatch.ps1,由 settings.json 中 PreToolUse 的 Agent|Workflow|SendMessage 匹配器以 exec 形式调用;自 2026-10-11 起经 -Command 包装并带 "onFailure": "block",路径写错或脚本崩溃时阻断而不是放行(原因见上一节检查清单)。它是上文所有"硬门禁"的实现;ask 在 bypass 会话中会被自动放行,所以真正关键的规则都是 deny。2026-09-10 版本把 Workflow 检查从"按 agent( 切段"改成词法解析(Get-CodeMask 标记注释、字符串、模板与正则字面量,Test-WorkflowScript 按调用拆参数并只读 opts 对象的直接属性,Get-OptionLiteral 拒绝重复键、非字面量与拼接),拒绝 agent/workflow 的别名与成员调用、代码里的 \u 转义、spread、参数不是恰好两个与解析不出调用的脚本,但允许名为 agent 的属性键与字段读取;按 name 查找脚本改用 Hook 输入的 cwd 逐级向上;SendMessage 支持按 agent ID 从 agent-<id>.meta.json 解析模型;ask 附带 additionalContext;文件操作异常一律 exit 2;stdin 显式按 UTF-8 读取。2026-09-23 版本让 Workflow 分支按与 Agent 调用相同的角色允许集合检查脚本里的 agentType/model 组合(脚本级 model 会覆盖定义),按 name 查找脚本只走到仓库根(第一个含 .git 的上级目录)为止,个人目录改读 CLAUDE_CONFIG_DIR(未设置时为 ~/.claude)。2026-09-24 版本加入每会话 Fable 上限:从会话目录的 agent-*.meta.json 统计已启动的 Fable Worker,达到 CLAUDE_FABLE_MAX_PER_SESSION(默认 7)即拒绝,读不到会话目录也拒绝。2026-09-25 版本把合规 Workflow 的决定从 ask 改为 allow,非 bypass 会话也不再为它弹窗;模型检查与所有 deny 不变,SendMessage 与未定义角色的 Agent 仍是 ask。2026-10-11 版本(按 2.1.296)让 Fable 角色拒绝逐次 effort 与 name,拒绝同时给出 script、scriptPath、name 中多于一个的 Workflow 调用,按 meta.name(Get-WorkflowMetaName)而不是文件名解析 Saved Workflow 并拒绝重名,未定义角色的 ask 文案不再说 effort 继承自主会话。已知盲区:正则与除号的判定是启发式(按前一个有效字符和关键字),极端写法可能误判为正则并让后续代码被当作字面量,此时脚本会因"解析不出调用"被拒而不是被放行。

{
  "env": {
    "CLAUDE_CODE_MAX_SUBAGENT_SPAWN_DEPTH": "1",
    "CLAUDE_CODE_MAX_CONCURRENT_SUBAGENTS": "12",
    "CLAUDE_CODE_PLUGIN_DIRS": "~/.claude/mods/idle-compact"
  },
  "hooks": {
    "PreToolUse": [
      {
        "matcher": "Agent|Workflow|SendMessage",
        "hooks": [
          {
            "type": "command",
            "command": "powershell.exe",
            "args": [
              "-NoProfile",
              "-ExecutionPolicy",
              "Bypass",
              "-Command",
              "& 'C:\\Users\\<user>\\.claude\\hooks\\enforce-agent-dispatch.ps1'; if ($null -eq $LASTEXITCODE) { exit 1 }; exit $LASTEXITCODE"
            ],
            "onFailure": "block"
          }
        ]
      }
    ]
  },
  "workflowSizeGuideline": "medium",
  "ultracode": false,
  "subagentPromptCacheTtl": "1h"
}

CLAUDE_CODE_PLUGIN_DIRS(2.1.280 起)让每个会话都像带了 --plugin-dir 一样加载下一节的 idle-compact mod;2.1.314 起内置空闲压缩在关闭 telemetry 时也能运行,这个 mod 退为它背后的兜底,原因见下一节。本机 settings.json 还多一个未文档化的 skipWorkflowUsageWarning: true,不在片段里。2.1.280 二进制把它标为 @internal:它是在 auto 模式下接受 workflow 用量确认提示后由 Claude Code 自行写入的同意记录,与只作提示的 Large workflow 警告无关(该警告只受 workflowSizeGuideline 与 ultracode 影响)。本机保留这个键。

$ErrorActionPreference = 'Stop'

$DefinedRoles = @('Explore', 'planner', 'implementer', 'qa', 'reviewer')
$FableRoles = @('reviewer-fable', 'critical-implementer', 'critical-reviewer')
$ModelAliasPattern = '\A(haiku|sonnet|opus)(\[1m\])?\z'
$RolePolicies = @{
  'Explore' = @{ model = @('haiku', 'sonnet') }
  'planner' = @{ model = @('sonnet', 'opus') }
  'implementer' = @{ model = @('opus', 'sonnet') }
  'qa' = @{ model = @('sonnet', 'opus') }
  'reviewer' = @{ model = @('sonnet', 'opus') }
  'reviewer-fable' = @{ model = @('fable') }
  'critical-implementer' = @{ model = @('fable') }
  'critical-reviewer' = @{ model = @('fable') }
}
$RegexKeywords = @('return', 'typeof', 'instanceof', 'in', 'of', 'new', 'delete', 'void', 'throw', 'case', 'do', 'else', 'yield', 'await')

function Write-Decision {
  param(
    [Parameter(Mandatory = $true)]
    [ValidateSet('deny', 'ask', 'allow')]
    [string]$Decision,
    [Parameter(Mandatory = $true)]
    [string]$Reason,
    [string]$Context
  )

  $output = @{
    hookEventName = 'PreToolUse'
    permissionDecision = $Decision
    permissionDecisionReason = $Reason
  }
  if (-not [string]::IsNullOrWhiteSpace($Context)) {
    # An ask reason is shown to the user only; additionalContext reaches Claude with the tool result.
    $output.additionalContext = $Context
  }
  @{ hookSpecificOutput = $output } | ConvertTo-Json -Compress -Depth 4
  exit 0
}

function Fail-Closed {
  param([Parameter(Mandatory = $true)][string]$Message)
  [Console]::Error.WriteLine($Message)
  exit 2
}

function Test-IdentifierChar {
  param([char]$Char)
  return ([char]::IsLetterOrDigit($Char) -or $Char -eq '_' -or $Char -eq '$')
}

# Marks every character of a JavaScript source as code ('c'), string/template/regex content ('s'),
# or comment ('m'), so later scans only see real code. Template `${...}` expressions count as code.
function Get-CodeMask {
  param([Parameter(Mandatory = $true)][string]$Source)

  $mask = New-Object char[] $Source.Length
  $state = 'code'
  $templateDepthStack = New-Object System.Collections.Generic.Stack[int]
  $braceDepth = 0
  $inRegexClass = $false
  $i = 0
  while ($i -lt $Source.Length) {
    $ch = $Source[$i]
    $next = if ($i + 1 -lt $Source.Length) { $Source[$i + 1] } else { [char]0 }
    if ($state -eq 'code') {
      if ($ch -eq '/' -and $next -eq '/') { $state = 'line'; $mask[$i] = 'm'; $mask[$i + 1] = 'm'; $i += 2; continue }
      if ($ch -eq '/' -and $next -eq '*') { $state = 'block'; $mask[$i] = 'm'; $mask[$i + 1] = 'm'; $i += 2; continue }
      if ($ch -eq '/') {
        # Regex literal or division: decide by the previous significant code character.
        $j = $i - 1
        while ($j -ge 0 -and ($mask[$j] -eq 'm' -or [char]::IsWhiteSpace($Source[$j]))) { $j-- }
        $isRegex = $false
        if ($j -lt 0) { $isRegex = $true }
        elseif ($mask[$j] -eq 's') { $isRegex = $false }
        else {
          $prev = $Source[$j]
          $prev2 = if ($j -ge 1) { $Source[$j - 1] } else { [char]0 }
          if (($prev -eq '+' -and $prev2 -eq '+') -or ($prev -eq '-' -and $prev2 -eq '-')) { $isRegex = $false }
          elseif ('(,=:[!&|?{};+-*%<>~^'.IndexOf($prev) -ge 0) { $isRegex = $true }
          elseif (Test-IdentifierChar $prev) {
            $k = $j
            while ($k -ge 0 -and $mask[$k] -eq 'c' -and (Test-IdentifierChar $Source[$k])) { $k-- }
            $word = $Source.Substring($k + 1, $j - $k)
            if ($word -in $RegexKeywords) { $isRegex = $true }
          }
        }
        if ($isRegex) { $state = 'regex'; $inRegexClass = $false; $mask[$i] = 's'; $i++; continue }
        $mask[$i] = 'c'; $i++; continue
      }
      if ($ch -eq "'") { $state = 'single'; $mask[$i] = 's'; $i++; continue }
      if ($ch -eq '"') { $state = 'double'; $mask[$i] = 's'; $i++; continue }
      if ($ch -eq '`') { $state = 'template'; $mask[$i] = 's'; $i++; continue }
      if ($templateDepthStack.Count -gt 0) {
        if ($ch -eq '{') { $braceDepth++ }
        elseif ($ch -eq '}') {
          if ($braceDepth -eq 0) { $templateDepthStack.Pop() | Out-Null; $state = 'template'; $mask[$i] = 's'; $i++; continue }
          $braceDepth--
        }
      }
      $mask[$i] = 'c'; $i++; continue
    }
    if ($state -eq 'single' -or $state -eq 'double') {
      $quote = if ($state -eq 'single') { "'" } else { '"' }
      $mask[$i] = 's'
      if ($ch -eq '\') { if ($i + 1 -lt $Source.Length) { $mask[$i + 1] = 's' }; $i += 2; continue }
      if ($ch -eq $quote -or $ch -eq "`n") { $state = 'code' }
      $i++; continue
    }
    if ($state -eq 'template') {
      $mask[$i] = 's'
      if ($ch -eq '\') { if ($i + 1 -lt $Source.Length) { $mask[$i + 1] = 's' }; $i += 2; continue }
      if ($ch -eq '$' -and $next -eq '{') { $mask[$i + 1] = 's'; $templateDepthStack.Push(1); $braceDepth = 0; $state = 'code'; $i += 2; continue }
      if ($ch -eq '`') { $state = 'code' }
      $i++; continue
    }
    if ($state -eq 'regex') {
      $mask[$i] = 's'
      if ($ch -eq '\') { if ($i + 1 -lt $Source.Length) { $mask[$i + 1] = 's' }; $i += 2; continue }
      if ($ch -eq "`n") { $state = 'code'; $i++; continue }
      if ($inRegexClass) { if ($ch -eq ']') { $inRegexClass = $false }; $i++; continue }
      if ($ch -eq '[') { $inRegexClass = $true; $i++; continue }
      if ($ch -eq '/') { $state = 'code' }
      $i++; continue
    }
    if ($state -eq 'line') {
      $mask[$i] = 'm'
      if ($ch -eq "`n") { $state = 'code' }
      $i++; continue
    }
    # block comment
    $mask[$i] = 'm'
    if ($ch -eq '*' -and $next -eq '/') { $mask[$i + 1] = 'm'; $state = 'code'; $i += 2; continue }
    $i++; continue
  }
  if ($state -ne 'code' -and $state -ne 'line') {
    return $null
  }
  return $mask
}

# Reads a quoted literal that starts at $Index in the original source and returns @{ Value; End }
# (End is the index just past the closing quote), or $null when the value is not a plain literal.
function Read-LiteralValue {
  param([string]$Source, [int]$Index)
  while ($Index -lt $Source.Length -and [char]::IsWhiteSpace($Source[$Index])) { $Index++ }
  if ($Index -ge $Source.Length) { return $null }
  $quote = $Source[$Index]
  if ($quote -ne "'" -and $quote -ne '"' -and $quote -ne '`') { return $null }
  $end = $Source.IndexOf($quote, $Index + 1)
  if ($end -lt 0) { return $null }
  $value = $Source.Substring($Index + 1, $end - $Index - 1)
  if ($value.IndexOf('\') -ge 0 -or $value.IndexOf('$') -ge 0) { return $null }
  return @{ Value = $value; End = $end + 1 }
}

# Returns the literal value of a direct property of the options object, or denies.
function Get-OptionLiteral {
  param([string]$Script, [string]$KeyView, [string]$CodeView, [int]$Offset, [string]$Key, [int]$CallNumber)
  $keyMatches = [regex]::Matches($KeyView, "(?<![A-Za-z0-9_`$])(?:'$Key'|`"$Key`"|$Key)\s*:")
  if ($keyMatches.Count -eq 0) { return $null }
  if ($keyMatches.Count -gt 1) {
    Write-Decision -Decision 'deny' -Reason "Workflow agent call #$CallNumber sets $Key more than once; JavaScript keeps the last value, so the call cannot be verified."
  }
  $m = $keyMatches[0]
  $literal = Read-LiteralValue -Source $Script -Index ($Offset + $m.Index + $m.Length)
  if ($null -eq $literal) {
    Write-Decision -Decision 'deny' -Reason "Workflow agent call #$CallNumber sets $Key to something other than a plain quoted literal. Use a literal alias such as 'sonnet'."
  }
  $k = $literal.End - $Offset
  while ($k -lt $CodeView.Length -and [char]::IsWhiteSpace($CodeView[$k])) { $k++ }
  if ($k -lt $CodeView.Length -and $CodeView[$k] -ne ',' -and $CodeView[$k] -ne '}') {
    Write-Decision -Decision 'deny' -Reason "Workflow agent call #$CallNumber combines the $Key literal with an expression. Use a plain literal."
  }
  return $literal.Value
}

# Returns the plain-literal meta.name of a saved workflow script, or $null when the script has no
# `export const meta = { ... }` object whose depth-1 unquoted `name` key holds a plain quoted literal.
function Get-WorkflowMetaName {
  param([string]$Source)
  if ([string]::IsNullOrWhiteSpace($Source)) { return $null }
  $mask = Get-CodeMask -Source $Source
  if ($null -eq $mask) { return $null }
  $codeChars = New-Object char[] $Source.Length
  for ($i = 0; $i -lt $Source.Length; $i++) { $codeChars[$i] = if ($mask[$i] -eq 'c') { $Source[$i] } else { ' ' } }
  $code = -join $codeChars
  $metaMatch = [regex]::Match($code, '(?<![A-Za-z0-9_$.])export\s+const\s+meta\s*=\s*\{')
  if (-not $metaMatch.Success) { return $null }
  $start = $metaMatch.Index + $metaMatch.Length
  $depthOneChars = New-Object char[] ($code.Length - $start)
  $depth = 1
  $j = $start
  while ($j -lt $code.Length -and $depth -gt 0) {
    $c = $code[$j]
    $depthOneChars[$j - $start] = ' '
    if ($c -eq '{' -or $c -eq '[' -or $c -eq '(') { $depth++ }
    elseif ($c -eq '}' -or $c -eq ']' -or $c -eq ')') { $depth-- }
    elseif ($depth -eq 1) { $depthOneChars[$j - $start] = $c }
    $j++
  }
  if ($depth -ne 0) { return $null }
  $depthOneView = (-join $depthOneChars).Substring(0, $j - $start)
  $nameKeys = [regex]::Matches($depthOneView, '(?<![A-Za-z0-9_$])name\s*:')
  if ($nameKeys.Count -ne 1) { return $null }
  $literal = Read-LiteralValue -Source $Source -Index ($start + $nameKeys[0].Index + $nameKeys[0].Length)
  if ($null -eq $literal) { return $null }
  return $literal.Value
}

# Returns every saved workflow script whose meta.name equals $Name. Claude Code keys saved workflows by
# meta.name, not by file name, and skips a script whose meta it cannot parse.
function Find-WorkflowScriptByName {
  param([string]$Name, [string]$StartDirectory)

  if ($Name -notmatch '\A[A-Za-z0-9_.-]+\z' -or $Name -match '\.\.') { return @() }
  $directories = New-Object System.Collections.Generic.List[string]
  # Claude Code loads project workflows only from the .claude\workflows directories between the working
  # directory and the repository root (the first ancestor holding .git, a directory or a file), nearest
  # first; a script above the root is not one that runs, so the walk stops there.
  $dir = $StartDirectory
  while (-not [string]::IsNullOrWhiteSpace($dir)) {
    $directories.Add((Join-Path $dir '.claude\workflows'))
    if (Test-Path -LiteralPath (Join-Path $dir '.git')) { break }
    $parent = Split-Path -Path $dir -Parent
    if ([string]::IsNullOrWhiteSpace($parent) -or $parent -eq $dir) { break }
    $dir = $parent
  }
  # The personal location follows CLAUDE_CONFIG_DIR when it is set.
  $configDir = if ([string]::IsNullOrWhiteSpace($env:CLAUDE_CONFIG_DIR)) { Join-Path $env:USERPROFILE '.claude' } else { $env:CLAUDE_CONFIG_DIR }
  $directories.Add((Join-Path $configDir 'workflows'))
  $found = New-Object System.Collections.Generic.List[string]
  foreach ($directory in $directories) {
    if (-not (Test-Path -LiteralPath $directory -PathType Container)) { continue }
    foreach ($file in Get-ChildItem -LiteralPath $directory -Filter '*.js' -File) {
      if ((Get-WorkflowMetaName -Source (Get-Content -LiteralPath $file.FullName -Raw)) -ceq $Name) { $found.Add($file.FullName) }
    }
  }
  return $found.ToArray()
}

function Test-WorkflowScript {
  param([Parameter(Mandatory = $true)][string]$Script)

  $mask = Get-CodeMask -Source $Script
  if ($null -eq $mask) {
    Write-Decision -Decision 'deny' -Reason 'Workflow script could not be lexed to the end: an unterminated string, template literal, regex literal, or block comment, or a regex literal written directly after a closing parenthesis, which the policy cannot tell from division. Rewrite the script with plain literals.'
  }
  $codeChars = New-Object char[] $Script.Length
  $noCommentChars = New-Object char[] $Script.Length
  for ($i = 0; $i -lt $Script.Length; $i++) {
    $codeChars[$i] = if ($mask[$i] -eq 'c') { $Script[$i] } else { ' ' }
    $noCommentChars[$i] = if ($mask[$i] -eq 'm') { ' ' } else { $Script[$i] }
  }
  $code = -join $codeChars
  $noComment = -join $noCommentChars

  if ([regex]::IsMatch($code, '\\u[0-9A-Fa-f]{4}|\\u\{|\\x[0-9A-Fa-f]{2}')) {
    Write-Decision -Decision 'deny' -Reason 'Workflow script uses escape sequences outside string literals, which can hide an identifier from inspection.'
  }
  # A bare agent/workflow identifier must be a direct call. The only exemption is an object-literal
  # property key (`{ agent: ... }` or `, agent: ...`); a ternary such as `ok ? agent : other` is not one.
  foreach ($ref in [regex]::Matches($code, '(?<![A-Za-z0-9_$.])(agent|workflow)(?![A-Za-z0-9_$])(?!\s*\()')) {
    $isKey = [regex]::IsMatch($code.Substring(0, $ref.Index), '[{,]\s*\z') -and [regex]::IsMatch($code.Substring($ref.Index + $ref.Length), '\A\s*:')
    if (-not $isKey) {
      Write-Decision -Decision 'deny' -Reason 'Workflow script references agent or workflow without calling it directly (alias, ternary, .call, .apply, or optional call). Write every dispatch as a direct agent(prompt, { model }) call.'
    }
  }
  # Reading a field named agent off a result is fine; invoking through a member, reaching the global
  # object, computed access with a string key, or dynamic code can all alias the real function.
  if ([regex]::IsMatch($code, '\.\s*(agent|workflow)\s*(\(|\?\.|\.\s*(call|apply|bind)\b)')) {
    Write-Decision -Decision 'deny' -Reason 'Workflow script invokes agent or workflow through a member (for example globalThis.agent). Write every dispatch as a direct agent(prompt, { model }) call.'
  }
  if ([regex]::IsMatch($code, '(?<![A-Za-z0-9_$.])(globalThis|window|self|global)(?![A-Za-z0-9_$])|(?<![A-Za-z0-9_$.])this\s*\.\s*(agent|workflow)(?![A-Za-z0-9_$])')) {
    Write-Decision -Decision 'deny' -Reason 'Workflow script accesses the global object (globalThis, window, self, global, or this.agent), which can alias agent or workflow. Call agent(prompt, { model }) directly.'
  }
  if ([regex]::IsMatch($noComment, '\[\s*([''"`])(agent|workflow)\1\s*\]')) {
    Write-Decision -Decision 'deny' -Reason 'Workflow script accesses agent or workflow through a computed member with a string key. Call agent(prompt, { model }) directly.'
  }
  if ([regex]::IsMatch($code, '(?<![A-Za-z0-9_$.])(eval|Function)\s*\(|(?<![A-Za-z0-9_$.])new\s+Function(?![A-Za-z0-9_$])|(?<![A-Za-z0-9_$.])import\s*\(')) {
    Write-Decision -Decision 'deny' -Reason 'Workflow script uses dynamic code (eval, Function, or import()), which the dispatch policy cannot inspect.'
  }
  if ([regex]::IsMatch($code, '(?<![A-Za-z0-9_$.])workflow\s*\(')) {
    Write-Decision -Decision 'deny' -Reason 'Workflow scripts may not call workflow() for a nested workflow: the child script cannot be inspected for per-agent models. Inline the child stages instead.'
  }

  $callNumber = 0
  foreach ($match in [regex]::Matches($code, '(?<![A-Za-z0-9_$.])agent\s*\(')) {
    $open = $match.Index + $match.Length - 1
    $depth = 0
    $close = -1
    for ($j = $open; $j -lt $code.Length; $j++) {
      $c = $code[$j]
      if ($c -eq '(' -or $c -eq '[' -or $c -eq '{') { $depth++ }
      elseif ($c -eq ')' -or $c -eq ']' -or $c -eq '}') { $depth--; if ($depth -eq 0) { $close = $j; break } }
    }
    if ($close -lt 0) {
      Write-Decision -Decision 'deny' -Reason 'Workflow script has an agent call whose parentheses do not balance, so its model cannot be verified.'
    }
    if ([string]::IsNullOrWhiteSpace($noComment.Substring($open + 1, $close - $open - 1))) { continue }
    $callNumber++

    # Split the arguments at depth-zero commas; the API is agent(prompt, options).
    $argsCode = $code.Substring($open + 1, $close - $open - 1)
    $argStarts = New-Object System.Collections.Generic.List[int]
    $argEnds = New-Object System.Collections.Generic.List[int]
    $depth = 0
    $argStart = 0
    for ($j = 0; $j -lt $argsCode.Length; $j++) {
      $c = $argsCode[$j]
      if ($c -eq '(' -or $c -eq '[' -or $c -eq '{') { $depth++ }
      elseif ($c -eq ')' -or $c -eq ']' -or $c -eq '}') { $depth-- }
      elseif ($c -eq ',' -and $depth -eq 0) { $argStarts.Add($argStart); $argEnds.Add($j); $argStart = $j + 1 }
    }
    if (-not [string]::IsNullOrWhiteSpace($noComment.Substring($open + 1 + $argStart, $argsCode.Length - $argStart))) {
      $argStarts.Add($argStart); $argEnds.Add($argsCode.Length)
    }
    if ($argStarts.Count -gt 2) {
      Write-Decision -Decision 'deny' -Reason "Workflow agent call #$callNumber passes more than two arguments; the API is agent(prompt, options)."
    }
    if ($argStarts.Count -lt 2) {
      # agent(prompt) alone, or a lone object literal, passes no options and inherits the main-session model.
      Write-Decision -Decision 'deny' -Reason "Workflow agent call #$callNumber passes no options argument; the API is agent(prompt, options) and every call must set options.model to haiku, sonnet, or opus. A missing model inherits the main-session model."
    }
    $optsIndex = 1
    $segment = $argsCode.Substring($argStarts[$optsIndex], $argEnds[$optsIndex] - $argStarts[$optsIndex])
    $optsStart = -1
    for ($j = 0; $j -lt $segment.Length; $j++) { if (-not [char]::IsWhiteSpace($segment[$j])) { $optsStart = $j; break } }
    $optsEnd = -1
    for ($j = $segment.Length - 1; $j -ge 0; $j--) { if (-not [char]::IsWhiteSpace($segment[$j])) { $optsEnd = $j; break } }
    if ($optsStart -lt 0 -or $segment[$optsStart] -ne '{' -or $segment[$optsEnd] -ne '}') {
      Write-Decision -Decision 'deny' -Reason "Workflow agent call #$callNumber does not pass its options as an object literal, so its model cannot be verified."
    }
    $optsOffset = $open + 1 + $argStarts[$optsIndex] + $optsStart
    $optsLength = $optsEnd - $optsStart + 1

    # Views of the options object limited to its direct (depth-1) content: one keeps only code,
    # the other also keeps quoted property keys so 'model': and "model": are recognised.
    $codeView = New-Object char[] $optsLength
    $keyView = New-Object char[] $optsLength
    for ($j = 0; $j -lt $optsLength; $j++) { $codeView[$j] = ' '; $keyView[$j] = ' ' }
    $depth = 0
    $j = 0
    while ($j -lt $optsLength) {
      $abs = $optsOffset + $j
      $c = $Script[$abs]
      $isCode = $mask[$abs] -eq 'c'
      if ($isCode -and ($c -eq '(' -or $c -eq '[' -or $c -eq '{')) { $depth++; $j++; continue }
      if ($isCode -and ($c -eq ')' -or $c -eq ']' -or $c -eq '}')) { $depth--; $j++; continue }
      if ($depth -eq 1 -and $isCode) { $codeView[$j] = $c; $keyView[$j] = $c; $j++; continue }
      if ($depth -eq 1 -and $mask[$abs] -eq 's') {
        # Scan the whole string run once; keep it in the key view only when it is a property key.
        $k = $abs
        while ($k -lt $Script.Length -and $mask[$k] -eq 's') { $k++ }
        $runEnd = $k
        while ($k -lt $Script.Length -and [char]::IsWhiteSpace($Script[$k])) { $k++ }
        $isKey = ($k -lt $Script.Length -and $Script[$k] -eq ':' -and $mask[$k] -eq 'c')
        if ($isKey) {
          for ($r = $abs; $r -lt $runEnd -and ($r - $optsOffset) -lt $optsLength; $r++) { $keyView[$r - $optsOffset] = $Script[$r] }
        }
        $j = [Math]::Min($runEnd - $optsOffset, $optsLength)
        continue
      }
      $j++
    }
    $codeViewText = -join $codeView
    $keyViewText = -join $keyView
    if ($codeViewText.Contains('...')) {
      Write-Decision -Decision 'deny' -Reason "Workflow agent call #$callNumber spreads another object into its options, which can override model. Write the options inline."
    }

    $model = Get-OptionLiteral -Script $Script -KeyView $keyViewText -CodeView $codeViewText -Offset $optsOffset -Key 'model' -CallNumber $callNumber
    $agentType = Get-OptionLiteral -Script $Script -KeyView $keyViewText -CodeView $codeViewText -Offset $optsOffset -Key 'agentType' -CallNumber $callNumber

    if (($null -ne $model -and $model -match 'fable') -or ($null -ne $agentType -and $agentType -in $FableRoles)) {
      Write-Decision -Decision 'deny' -Reason "Workflow agent call #$callNumber uses Fable. Workflow scripts may not use fable or a Fable role; run a Fable critical role serially through the Agent tool after the workflow has consolidated evidence."
    }
    if ($null -ne $model -and $null -ne $agentType -and $RolePolicies.ContainsKey($agentType)) {
      $allowed = @($RolePolicies[$agentType].model)
      if (($model -replace '\[1m\]\z', '') -notin $allowed) {
        Write-Decision -Decision 'deny' -Reason "Workflow agent call #$callNumber pairs agentType '$agentType' with model '$model'; that role allows '$($allowed -join ' or ')'. A script-level model overrides the definition, so the pair must stay inside the role's allowed set."
      }
    }
    if ($null -ne $model -and $model -match $ModelAliasPattern) { continue }
    if ($null -ne $agentType -and $agentType -in $DefinedRoles) { continue }
    $modelText = if ($null -ne $model) { "'$model'" } else { 'nothing' }
    Write-Decision -Decision 'deny' -Reason "Workflow agent call #$callNumber names $modelText as model and no defined agentType (Explore, planner, implementer, qa, reviewer). Every agent call must set model to haiku, sonnet, or opus. A missing model inherits the main-session model."
  }
  if ($callNumber -eq 0) {
    Write-Decision -Decision 'deny' -Reason 'Workflow script contains no agent call the dispatch policy could parse. A workflow without direct agent(prompt, { model }) calls has nothing verifiable to run.'
  }
  return $callNumber
}

function Resolve-AgentMeta {
  param([string]$AgentId, [string]$TranscriptPath, [string]$SessionId)
  if ([string]::IsNullOrWhiteSpace($TranscriptPath) -or $SessionId -notmatch '\A[0-9A-Za-z-]+\z') { return $null }
  $sessionDir = Join-Path (Split-Path -Path $TranscriptPath -Parent) $SessionId
  if (-not (Test-Path -LiteralPath $sessionDir -PathType Container)) { return $null }
  $meta = Get-ChildItem -LiteralPath $sessionDir -Recurse -Filter "agent-$AgentId.meta.json" -File -ErrorAction SilentlyContinue | Select-Object -First 1
  if ($null -eq $meta) { return $null }
  return (Get-Content -LiteralPath $meta.FullName -Raw | ConvertFrom-Json)
}

# Counts the Fable workers already started in this session by reading every agent-*.meta.json under the
# session directory (Claude Code writes one per started subagent with its agentType and model). A denied
# dispatch never gets a meta file, so denials do not count. Returns $null when the session directory
# cannot be resolved, which the caller treats as "cannot verify" and denies.
function Get-FableStartCount {
  param([string]$TranscriptPath, [string]$SessionId)
  if ([string]::IsNullOrWhiteSpace($TranscriptPath) -or $SessionId -notmatch '\A[0-9A-Za-z-]+\z') { return $null }
  $sessionDir = Join-Path (Split-Path -Path $TranscriptPath -Parent) $SessionId
  if (-not (Test-Path -LiteralPath $sessionDir -PathType Container)) { return 0 }
  $count = 0
  foreach ($metaFile in Get-ChildItem -LiteralPath $sessionDir -Recurse -Filter 'agent-*.meta.json' -File -ErrorAction SilentlyContinue) {
    try { $meta = Get-Content -LiteralPath $metaFile.FullName -Raw | ConvertFrom-Json } catch { continue }
    if (([string]$meta.model) -match 'fable' -or ([string]$meta.agentType) -in $FableRoles) { $count++ }
  }
  return $count
}

# Claude Code writes the hook input as UTF-8. Windows PowerShell decodes [Console]::In with the console
# code page (GBK on this machine), where a multibyte sequence can swallow the following quote and
# corrupt the JSON, so read the raw bytes as UTF-8 explicitly and emit UTF-8 as well.
[Console]::OutputEncoding = [System.Text.Encoding]::UTF8
$reader = New-Object System.IO.StreamReader([Console]::OpenStandardInput(), [System.Text.UTF8Encoding]::new($false))
$raw = $reader.ReadToEnd()
if ([string]::IsNullOrWhiteSpace($raw)) {
  Fail-Closed 'Agent dispatch policy received empty hook input.'
}

try {
  $call = $raw | ConvertFrom-Json
} catch {
  $dump = Join-Path $env:TEMP 'claude-dispatch-hook-parse-error.txt'
  try { [System.IO.File]::WriteAllText($dump, $raw) } catch { $dump = '(dump failed)' }
  Fail-Closed "Agent dispatch policy could not parse the hook input ($($_.Exception.Message)). Raw input saved to $dump."
}

if ($null -eq $call -or [string]::IsNullOrWhiteSpace([string]$call.tool_name)) {
  Fail-Closed 'Agent dispatch policy received hook input without tool_name.'
}

$workingDirectory = [string]$call.cwd
if ([string]::IsNullOrWhiteSpace($workingDirectory)) { $workingDirectory = (Get-Location).Path }

if ($call.tool_name -eq 'Workflow') {
  $script = $null
  if ($call.tool_input.script -is [string]) { $script = [string]$call.tool_input.script }
  $path = [string]$call.tool_input.scriptPath
  $name = [string]$call.tool_input.name
  # The Workflow input documentation says scriptPath takes precedence over script and name, while Claude
  # Code 2.1.296 runs the inline script when script and scriptPath are both present, so with more than one
  # source the policy cannot tell which script it would approve.
  $sources = @($script, $path, $name) | Where-Object { -not [string]::IsNullOrWhiteSpace($_) }
  if (@($sources).Count -gt 1) {
    Write-Decision -Decision 'deny' -Reason 'Workflow call passes more than one of script, scriptPath, and name, and the documented and observed precedence disagree, so the policy cannot tell which script would run. Pass exactly one of them.'
  }
  if ([string]::IsNullOrWhiteSpace($script)) {
    try {
      if ([string]::IsNullOrWhiteSpace($path) -and -not [string]::IsNullOrWhiteSpace($name)) {
        $matchesByName = @(Find-WorkflowScriptByName -Name $name -StartDirectory $workingDirectory)
        if ($matchesByName.Count -eq 0) {
          Write-Decision -Decision 'deny' -Reason "No saved workflow with meta.name '$name' was found under any .claude\workflows directory between the working directory and the repository root or under the personal workflows directory (CLAUDE_CONFIG_DIR, else ~\.claude), so it is a bundled or plugin workflow, or its meta.name is not a plain literal, and its agent models cannot be inspected. Pass an inline script with explicit models instead."
        }
        if ($matchesByName.Count -gt 1) {
          Write-Decision -Decision 'deny' -Reason "More than one saved workflow declares meta.name '$name' ($($matchesByName -join ', ')), so the policy cannot be sure which one runs. Rename or remove the duplicate, or pass the script inline."
        }
        $path = $matchesByName[0]
      }
      if (-not [string]::IsNullOrWhiteSpace($path) -and (Test-Path -LiteralPath $path -PathType Leaf)) {
        $script = Get-Content -LiteralPath $path -Raw
      }
    } catch {
      Fail-Closed "Agent dispatch policy could not read the workflow script: $($_.Exception.Message)"
    }
  }
  if ([string]::IsNullOrWhiteSpace($script)) {
    Write-Decision -Decision 'deny' -Reason 'Workflow script could not be read by the dispatch policy hook, so its agent models cannot be verified. Pass the script inline or a readable scriptPath.'
  }
  $calls = Test-WorkflowScript -Script $script
  Write-Decision -Decision 'allow' -Reason "Workflow with $calls agent call(s); every call names an approved model." -Context "Dispatch policy: this workflow declares $calls agent call(s), each with an explicit model. Before relying on its results, record the task level, cumulative starts, peak concurrency, and rerun policy in the ledger; a relaunch or resume counts every rerun agent as a new start."
}

if ($call.tool_name -eq 'SendMessage') {
  $target = [string]$call.tool_input.to
  if ($target -eq 'main') {
    exit 0
  }
  if ($target -match 'critical-|fable') {
    Write-Decision -Decision 'deny' -Reason "SendMessage to '$target' would resume a Fable role. Fable workers are never resumed; start a new explicitly approved task instead."
  }
  if ($target -match '^[0-9a-f]{12,}$') {
    try {
      $meta = Resolve-AgentMeta -AgentId $target -TranscriptPath ([string]$call.transcript_path) -SessionId ([string]$call.session_id)
    } catch {
      Fail-Closed "Agent dispatch policy could not read agent metadata: $($_.Exception.Message)"
    }
    if ($null -eq $meta) {
      Write-Decision -Decision 'deny' -Reason "SendMessage to agent ID '$target' cannot be resolved to a model from this session's agent metadata, so it may resume a Fable worker. Address the agent by its role name instead."
    }
    $metaModel = [string]$meta.model
    $metaType = [string]$meta.agentType
    if ($metaModel -match 'fable' -or $metaType -in $FableRoles -or $metaType -match 'critical-|fable') {
      Write-Decision -Decision 'deny' -Reason "SendMessage to agent ID '$target' would resume a Fable worker ($metaType, model $metaModel). Fable workers are never resumed."
    }
    Write-Decision -Decision 'ask' -Reason "SendMessage resumes agent '$target' ($metaType, model $metaModel) and counts as a new worker start." -Context "Dispatch policy: resuming agent '$target' ($metaType on $metaModel) is a new worker start. Count it in the task ledger and stop if the level's total is reached."
  }
  Write-Decision -Decision 'ask' -Reason "SendMessage to '$target' resumes that agent and counts as a new worker start." -Context "Dispatch policy: resuming '$target' is a new worker start. Count it in the task ledger and stop if the level's total is reached."
}

if ($call.tool_name -ne 'Agent') {
  exit 0
}

$agentType = [string]$call.tool_input.subagent_type
$model = [string]$call.tool_input.model
$modelBase = $model -replace '\[1m\]$', ''

if ([string]::IsNullOrWhiteSpace($agentType)) {
  Write-Decision -Decision 'deny' -Reason 'Every Agent dispatch must specify subagent_type.'
}

if ($agentType -eq 'fork') {
  Write-Decision -Decision 'deny' -Reason 'A fork ignores the model parameter and runs on the main-session model. Dispatch an explicit worker role with a model alias instead; if the full conversation context is truly required, the user must run the fork after removing this rule for the session.'
}

if ([string]::IsNullOrWhiteSpace($model)) {
  Write-Decision -Decision 'deny' -Reason "Agent '$agentType' must specify an explicit model. Model inheritance is prohibited."
}

# Per-session Fable cap. Every Fable start (reviewer-fable, critical-implementer, critical-reviewer, or any
# call naming the fable model) is counted against CLAUDE_FABLE_MAX_PER_SESSION (default 7, set by the
# maintainer on 2026-09-24 for the workbench thirteen-items program: five reviewer-fable full-diff reviews
# plus two critical-reviewer audits across B1-B6, so one marathon session can carry the whole plan). The
# count is read from the session's agent meta files, so it survives context compaction and cannot be
# talked down inside the conversation.
if ($modelBase -eq 'fable' -or $agentType -in $FableRoles) {
  # Since 2.1.292 the Agent tool takes a per-call effort that overrides the definition's. The budget weighs
  # reviewer-fable at its defined low effort and the critical roles at high, so an override would change a
  # Fable start's cost without changing its weight.
  $effortOverride = [string]$call.tool_input.effort
  if (-not [string]::IsNullOrWhiteSpace($effortOverride)) {
    Write-Decision -Decision 'deny' -Reason "Fable worker '$agentType' must run at its definition's effort, which its budget weight assumes; the call passes effort '$effortOverride'. Dispatch it without effort, or use an opus role at the effort you need."
  }
  # A name makes a running agent addressable by SendMessage, which would let a custom name slip past the
  # role-name check that keeps Fable workers from being resumed.
  if (-not [string]::IsNullOrWhiteSpace([string]$call.tool_input.name)) {
    Write-Decision -Decision 'deny' -Reason "Fable worker '$agentType' may not take a name: Fable workers are never resumed, and a name would make it addressable by SendMessage. Dispatch it without name."
  }
  $fableCap = 7
  if (-not [string]::IsNullOrWhiteSpace($env:CLAUDE_FABLE_MAX_PER_SESSION) -and $env:CLAUDE_FABLE_MAX_PER_SESSION -match '\A\d{1,3}\z') {
    $fableCap = [int]$env:CLAUDE_FABLE_MAX_PER_SESSION
  }
  try {
    $fableUsed = Get-FableStartCount -TranscriptPath ([string]$call.transcript_path) -SessionId ([string]$call.session_id)
  } catch {
    Fail-Closed "Agent dispatch policy could not count Fable starts: $($_.Exception.Message)"
  }
  if ($null -eq $fableUsed) {
    Write-Decision -Decision 'deny' -Reason "Fable dispatch '$agentType' cannot be counted: the session directory could not be resolved from transcript_path/session_id, so the per-session Fable cap cannot be enforced."
  }
  if ($fableUsed -ge $fableCap) {
    Write-Decision -Decision 'deny' -Reason "Fable cap reached: $fableUsed Fable worker(s) already started in this session and CLAUDE_FABLE_MAX_PER_SESSION is $fableCap. Use an opus role, or have the user raise the cap for this session."
  }
}

$policies = $RolePolicies

if ($policies.ContainsKey($agentType)) {
  $policy = $policies[$agentType]
  if ($modelBase -notin @($policy.model)) {
    Write-Decision -Decision 'deny' -Reason "Agent '$agentType' must use model '$($policy.model -join ' or ')', not '$model'."
  }
  exit 0
}

if ($modelBase -eq 'fable') {
  Write-Decision -Decision 'deny' -Reason "Fable is restricted to reviewer-fable, critical-implementer, and critical-reviewer; agent type '$agentType' is not approved."
}

if ($modelBase -notin @('haiku', 'sonnet', 'opus')) {
  Write-Decision -Decision 'deny' -Reason "Unknown agent type '$agentType' must use an explicit haiku, sonnet, or opus model alias."
}

if ($agentType -like 'codex:*') {
  exit 0
}

Write-Decision -Decision 'ask' -Reason "Agent type '$agentType' has no role definition, so its effort comes from the call's effort parameter or else the session's effort settings for its model." -Context "Dispatch policy: agent type '$agentType' has no role definition, so its effort comes from the call's effort parameter or else the session's effort settings for its model. Prefer a defined role (Explore, planner, implementer, qa, reviewer, reviewer-fable) that pins its own effort, and count this dispatch as a worker start."

十三、空闲压缩 mod

源文件:ds/mods/idle-compact/,本机装在 ~/.claude/mods/idle-compact/,由上一节片段里的 CLAUDE_CODE_PLUGIN_DIRS 加载。

Claude Code 2.1.299 自带 idle compaction:20 万 token 以上的对话空闲约 54 分钟、一小时缓存过期之前自动压缩,下一条消息只发摘要,不必重建整段缓存。2.1.314 之前它的开关取自远程特性标志,本机设了 DISABLE_TELEMETRY=1,标志拉取随之关闭,这个功能用不上,于是有了这个 mod。2.1.314 起内置功能在关闭 telemetry 时也运行,2.1.319 的条件是:交互会话(终端、VS Code 面板、桌面版 Code 标签页)、主线程一小时缓存、autoCompactEnabled、idleCompaction(默认开,2.1.302 起 /config 里有对应行)、上下文不低于 CLAUDE_CODE_IDLE_COMPACT_MIN_TOKENS(默认 20 万,低于 10 万按 10 万计),且用量状态为 allowed(接近用量上限时不动作);不再拉取任何标志,2.1.300 时的 tengu_sunny_locket 已不存在。它在最后一次请求后缓存窗口的 0.9 处触发,通常早于 mod 在回合结束时定下的 54 分钟计时器,mod 到点时看到的上下文已经很小,什么也不做。mod 因此保留为兜底,0.1.1 只改了文件头注释与 plugin.json 的说明,逻辑未变:2.1.314 之后的会话记录里内置功能压缩了 11 次(都在 2.1.318),mod 压缩了 2 次,都是内置功能没有触发的空闲(2.1.316 上一个 60.8 万 token 的会话、2.1.318 上一个 33.6 万 token 的会话),没有重复压缩;关闭 telemetry 时看不出内置功能为何没触发,这正是保留兜底的理由。与内置功能不同,mod 接近用量上限时也照样压缩。mods API 不依赖特性标志,mod 的行为是:主循环每个回合结束后定一个 54 分钟的计时器,新的主循环回合开始或会话结束时取消;到点时上下文不少于 20 万 token 就调用 $.session.compact(),也就是 /compact 走的同一个调用。Subagent 与 Teammate 的回合带 agentId,不参与计时。计时器晚于预期超过一分钟(电脑睡眠过)时缓存已冷,不再压缩。

它只在交互会话里起作用:claude -p 与 Agent SDK 会话里 $.session.compact 会直接拒绝。目录里另有 .claude-plugin/plugin.json、只写 "modules": ["./register.js"] 的 hooks/hooks.json,以及 7 个用 mock 时钟写的测试(在目录里运行 claude plugin test,2.1.319 与 2.1.322 上 7/7 通过)。-p 会话内置功能与 mod 都不覆盖。

// Backstop for Claude Code's built-in idle compaction. Written for 2.1.300, when the built-in
// feature needed fetched feature flags; since 2.1.314 it also runs with DISABLE_TELEMETRY set,
// usually fires first (0.9 of the cache window after the last request), and then this mod finds
// a small context and does nothing. The mod only acts where the built-in pass did not compact,
// and unlike it does not hold back when the usage limit is near.
// After a main-loop turn ends, wait 0.9 of the one-hour prompt cache lifetime; if no turn has
// started since and the context is large, compact while the cache is still warm, so the next
// message sends a summary instead of rebuilding the whole conversation cache.

// 54 minutes, the point the built-in feature fires at (0.9 of the one-hour TTL)
const FIRE_AFTER_MS = 54 * 60_000;
// A timer that runs later than this (the computer slept) finds the cache already gone
const LATE_MS = 60_000;
// The built-in feature's default threshold
const MIN_TOKENS = 200_000;

let timer = null;
let armedAt = 0;

export function register(on) {
  // Subagent and teammate turns carry e.agentId; only the main loop's cache matters here
  on('turn.start', async ($, e, next) => {
    if (e.agentId === undefined) disarm();
    return next(e);
  });

  on('turn.complete', async ($, e, next) => {
    if (e.agentId === undefined) await arm($);
    return next(e);
  });

  on('session.end', async ($, e, next) => {
    disarm();
    return next(e);
  });
}

function disarm() {
  if (timer !== null) timer.cancel();
  timer = null;
}

async function arm($) {
  disarm();
  armedAt = await $.clock.now();
  timer = $.clock.after(FIRE_AFTER_MS, () => fire($));
}

async function fire($) {
  timer = null;
  const idleMs = (await $.clock.now()) - armedAt;
  if (idleMs > FIRE_AFTER_MS + LATE_MS) return;
  // tokens is absent until the session's first response
  const tokens = (await $.session.usage()).context.tokens ?? 0;
  if (tokens < MIN_TOKENS) return;
  // Rejects while a turn runs and in headless (-p / SDK) sessions; the rejection goes to the debug log
  const result = await $.session.compact();
  if ('skip' in result) return;
  $.ui.log(
    `compacted ${Math.round(tokens / 1000)}K tokens after ${Math.round(idleMs / 60_000)} idle minutes, before the prompt cache expired`
  );
}

参考资料