菜单
End-to-end autonomous execution: figure-out → define → do, chained without manual approval gates. Use when you want to define and execute without intervention during planning. Triggers: auto, autonomous, end-to-end, just build it, tend pr, babysit pr.
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基于 SOC 职业分类
Manifest builder. Turns shared understanding into a verifiable Manifest with Deliverables, Acceptance Criteria, Global Invariants, and Approach. Use when planning features, scoping refactors, debugging complex issues, or whenever a task needs structured thinking before coding. Triggers: define, manifest, scope, plan, spec out, break down.
Manifest executor. Works through Deliverables verifying every Acceptance Criterion and Global Invariant. Use when executing a manifest, running a plan, implementing a defined task. Triggers: do, execute, run the manifest, implement plan, run plan, execute manifest, ship the manifest.
Completion marker for the /do workflow. Outputs a plain-prose summary of what was built. Called by /do after every Acceptance Criterion and Global Invariant verifies PASS, not directly. Triggers: completion summary, manifest complete, all criteria pass, finish manifest, summarize completion, wrap up, mark done.
Structured escalation when /do hits an unrecoverable blocker. Surfaces what was tried, why it failed, and what the user can decide. Called by /do, not directly. Triggers: blocked, can't proceed, unrecoverable failure, need user decision, blocker, hit a wall, escalate, stuck.
Figure things out together — any topic, problem, or idea. Presses relentlessly until shared understanding is reached. Use when you need to understand something before acting, or when figuring it out IS the goal. Triggers: figure out, help me think through, dig deeper, press this, what is really going on, investigate, work through, why does.
Drive a multi-party deliberation in a Slack channel or thread. The agent is an involved orchestrator — presses rigorously, brings evidence, names trade-offs, surfaces disagreements, advances when answers cohere; owner-by-Slack-handle overrules. Use when the people involved can't all sit in a Claude Code chat and the deliberation has to happen where they already talk. Triggers: figure out with team, slack figure-out, team press, async deliberation, group thinking, get the team aligned.
| name | auto |
| description | End-to-end autonomous execution: figure-out → define → do, chained without manual approval gates. Use when you want to define and execute without intervention during planning. Triggers: auto, autonomous, end-to-end, just build it, tend pr, babysit pr. |
| argument-hint | [task] [--babysit <pr-url>] |
| user-invocable | true |
Chain manifest-dev:figure-out --autonomous (when the transcript lacks shared understanding) → manifest-dev:define --autonomous → manifest-dev:do on a single task. The --autonomous flag on figure-out makes the model self-answer with recommended answers instead of waiting on the user (see figure-out/references/autonomous.md). Surface define's Summary for Approval for visibility but don't wait — treat as approved and proceed to /do.
Task text comes from $ARGUMENTS; if empty, infer from conversation context (summarize the discussed task into a concrete description). Fresh session with no context and no args → halt: No task description provided and no conversation context to infer from. Usage: /auto <task description> | /auto --babysit <pr-url>.
Babysit mode (--babysit <pr-url>) skips fresh synthesis. Invoke manifest-dev:define with --babysit <pr-url> --autonomous, then /do. PR-lifecycle platform auto-detects from PR URL host (github.com → github composition); non-github host → halt. Multi-repo manifest produced by /define → single /do invocation navigates all repos.
Failure handling. /define returns no manifest path → stop, report. /do escalates (BLOCKED criterion or other blocker) → surface the escalation verbatim to the user with the action it requests.
