Dispatch independent tasks to parallel workers or subagents without write collisions. Use when: running or planning agents in parallel, even two; check scopes before any launch.
中文简介正在准备中。当前显示原文说明。
Answer one cited question: how code works, or whether a repeated pattern deserves a rule. Use when: asked how, why, or whether to enforce a pattern.
中文简介正在准备中。当前显示原文说明。
查看安装方法安装前可以查看交给 AI 代理的指令内容。
Answer the caller's bounded question with cited evidence. Choose ordinary investigation, repository tracing or pattern evidence according to the question; these are optional modes, not a sequence. A quick answer needs no report file. Plan owns unified discovery and resumption when the question is part of shaping a change; return this cited answer to that existing intent without restarting its interview or taking over caller choices.
Code claims cite the observed commit plus file:line. For uncommitted content,
state HEAD and the changed-file status; do not claim the working bytes can be
replayed from HEAD. Keep source identity and freshness visible. Search output,
CASS, MS and prior reports are leads, not authority or required phases. Use the
current agent by default; additional readers and runtimes require caller
selection or existing authorization.
For several supplied reports, retain each source's identifier, author/runtime when known and revision/date. Compare claims as agreement, contradiction or unknown while preserving their original evidence. Verify decisive claims at their source and return one synthesis; do not launch recursive synthesis passes.
For a repository model or audit, start from its declared entry points in docs, build manifests or command help and verify them against executable paths. Follow a relevant flow through entry, domain logic, integration and tests; prefer a completed trace to a shallow directory inventory. Report an interrupted trace at its exact file/line and explain what is missing. Choose a useful lens such as persistence, authorization, CLI, build or test without requiring a sweep of every lens.
An inline investigation may use dirty working-tree evidence with explicit
limits. A selected durable codebase-recon.v1 pack is commit-bound and follows
the recon pack contract, checked by
skills/research/scripts/codebase-recon/validate-output.sh.
For a recurring implementation shape, test whether the similarity represents a reusable rule under the evidence rules above. Record replayable searches, examined hits and exclusions, then report:
exemplars: <file:line> per independent lineage; copies listed under their source
invariant: <what every exemplar shares and the behavior needs>
variation: <legitimate differences>; incidental: <syntax, names>
cost: <demonstrated cost of violation, or "none found">
shape: <no action | reference line | template | helper | gate> and why
outcome: hypothesis | promote (three independent exemplars, passing holdout and back-application)
A selected durable pattern-mining.v1 record follows the
pattern pack contract, checked by
skills/research/scripts/pattern-mining/validate-output.sh. Research returns
evidence; adoption remains an explicit caller decision.
Return a cited answer directly unless a durable output was requested or the
selected evidence contract requires one. Ordinary durable reports follow
findings.json: question, scope, answer, evidence,
contradictions, unknowns, checked and unchecked areas. Multi-report synthesis
also retains source_ledger and comparison. Selected recon and pattern modes
retain their own validated formats instead of forcing them into this schema.
Use only authorized sources and destinations. For restricted or mined episode material, follow Memory's access and storage boundary. Research selects no work, owns no merged context store, mutates no lifecycle state and issues no semantic verdict. The native caller owns implementation, judgment and completion of the authorized outcome.
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Dispatch independent tasks to parallel workers or subagents without write collisions. Use when: running or planning agents in parallel, even two; check scopes before any launch.
中文简介正在准备中。当前显示原文说明。
Run a supplied task in headless AGY (Antigravity, Gemini) and collect its result. Use when: AGY, Antigravity or Gemini is requested by name; never a fallback.
中文简介正在准备中。当前显示原文说明。
Run one prompt through headless Claude with scoped permissions and a time bound. Use when: scripting or automating a `claude -p` call, even a simple one.
中文简介正在准备中。当前显示原文说明。
Run one prompt through headless Codex and capture the result. Use when: wanting a one-shot `codex exec` run or CI step. Not for batches or retries.
中文简介正在准备中。当前显示原文说明。
Compare independent opinions from several models or contexts without inflating agreement. Use when: wanting a second opinion or debate, or summarizing several reviewers' results.
中文简介正在准备中。当前显示原文说明。
Draft or lint a bounded long-running goal prompt with a finish line and hard limits. Use when: selected by name; one change goes to Plan.
中文简介正在准备中。当前显示原文说明。