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Agent Skill · 研究检索

recursive-subagent(递归子 Agent)

recursive-subagent 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

recursive-subagent 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为权限未标注;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 47,393。

总安装 734周安装 30GitHub Stars 65下载 238核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:recursive-subagent(递归子 Agent)
来源仓库:https://github.com/try-works/recursive-mode
仓库路径:skills/recursive-subagent
安装命令:
npx skills add https://github.com/try-works/recursive-mode --skill recursive-subagent
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/try-works/recursive-mode --skill recursive-subagent

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

recursive-subagent 用于查找、检索和筛选相关信息,支持基于关键词或场景定位内容。适合在 Codex、Claude、Cursor、Gemini CLI 中需要快速获取候选结果时使用。通过 GitHub 安装,结合来源仓库和 README 可进一步核验具体用法。

安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。

来源仓库内路径:skills/recursive-subagent

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/try-works/recursive-mode --skill recursive-sub…;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    权限没有明确标注,第一次使用时只给一个无关紧要的任务,观察它到底读了哪些文件和网络。

常见问题

6 条

recursive-subagent 怎么安装?

在终端执行 npx skills add https://github.com/try-works/recursive-mode --skill recursive-subagent。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

recursive-subagent 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

recursive-subagent 需要什么权限?

权限级别没有明确标注。第一次使用时建议只给无关紧要的任务,观察它实际读写了哪些内容。

recursive-subagent 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

recursive-subagent 用的人多吗?

公开数据是累计安装 734 次,近一周安装 30 次,下载 238 次,GitHub 65 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

recursive-subagent 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
recursive-subagent

递归子 Agent · 本页

73465权限未标注未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

recursive-subagent

Use this skill to decide whether subagents help a recursive-mode phase and to enforce the handoff contract when they do.

This skill does not relax the canonical workflow. The main agent remains responsible for:

  • one active recursive phase at a time
  • serving as the single orchestrator the user is currently interacting with
  • full audit rigor before lock
  • rejecting incomplete or context-free subagent output
  • falling back to self-audit when subagents are unavailable

If recursive-router is installed, consult it when the user has explicitly asked to use routing or when an active configured external route exists for the selected delegated role. Because router discovery and configuration may inspect local CLI and provider configuration on the device, ask the user first before new setup or policy changes. Do not ask again merely to honor an already configured external route for a role that must now be dispatched.

Once the user confirms routed setup, explicitly requests routed delegation, or the role has an active configured external route, consult:

  • /.recursive/config/recursive-router.json
  • /.recursive/config/recursive-router-discovered.json
  • /skills/recursive-router/SKILL.md

before choosing a routed external CLI/model path for a role.

Re-read those files from disk immediately before every routed dispatch. Do not reuse an earlier in-memory resolution if policy, discovery state, or fallback behavior may have changed during the run. If recursive-router-resolve returns external-cli, use recursive-router-invoke for that delegated slot. Local/self-audit execution is only the valid path when the route resolves to fallback-local, local-only, blocked, or ask-user, and the recorded artifact must say so.

Priority Of Use

Use subagents in this order of value:

  1. analyst
  2. planner
  3. code reviewer
  4. memory auditor
  5. tester
  6. implementer for truly disjoint write scopes

Do not treat subagents as required infrastructure. They are optional infrastructure, but delegated audit/review is the preferred default when subagents are available and the context bundle is complete.

Capability Detection Is A Hard Control Point

At the start of a phase where delegation is being considered, determine whether the environment actually supports subagents/tasks.

If subagents are unavailable:

  • record Subagent Availability: unavailable
  • record Audit Execution Mode: self-audit
  • perform the same audit locally

If subagents are available:

  • record Subagent Availability: available
  • delegate by default for audit/review work when the context bundle is complete
  • consult router policy before dispatch when the current task explicitly requests routed delegation or external CLI routing is configured for the selected role
  • if the controller still chooses self-audit, record a concrete Delegation Override Reason
  • keep the same audit checklist and acceptance standard

Before delegating, read /.recursive/memory/skills/SKILLS.md plus the relevant skill-memory shards for delegated review, review-bundle fit, and stale-context risks.

Never skip or weaken an audit because delegation is unavailable.

Canonical Constraints

  • Recursive phases stay sequential. There is exactly one active phase per run.
  • Subagents may help inside the active phase; they do not authorize parallel phase work.
  • Parallel write-capable implementation is allowed only for explicitly independent sub-phases with disjoint write scopes and no blocking dependency chain.
  • Audit, review, and read-only verification are the safest default delegation modes.

Delegated Audit Contract

A delegated audit is valid only when the controller passes a complete context bundle. Prefer a canonical review bundle file under /.recursive/run/<run-id>/evidence/review-bundles/ so the handoff is durable and repeatable.

The controller must pass all of:

  1. phase name and artifact path
  2. current phase draft
  3. exact upstream artifact paths that must be reread
  4. relevant addendum paths
  5. relevant prior recursive evidence and memory refs
  6. diff basis from 00-worktree.md
  7. changed file list
  8. targeted code file paths or file groups to inspect
  9. relevant control-plane docs when needed
  10. exact audit questions/checklist for the phase
  11. required output shape including findings and verdict

Vague delegation such as "review this phase" or "audit implementation" is invalid.

If any required item is missing, do not delegate. Perform the audit yourself.

If repairs materially change reviewed scope, changed files, or evidence, refresh the bundle before re-audit.

Controller Checklist

Before dispatch:

  • Confirm delegation is optional, not required
  • Confirm the phase is still the single active phase
  • Confirm the handoff bundle is complete
  • Confirm the canonical review bundle path exists when delegation is being recorded in a phase artifact
  • Confirm a durable subagent action record will be written under /.recursive/run/<run-id>/subagents/
  • Confirm initial prompt bundles are cited from a prompt-bundle path, and routed assistant output, stdout/stderr transcripts, and invoke metadata will be captured under /.recursive/run/<run-id>/evidence/router/, not directly under subagents/
  • Confirm the target subagent role matches the task
  • Confirm write scopes are disjoint before any write-capable delegation

Before accepting a result:

  • Verify the routed invocation has success: true and exit code 0 when external CLI routing was used
  • Verify the subagent read the named upstream artifacts
  • Verify the subagent read the review bundle or its full equivalent
  • Verify the subagent returned enough detail to populate the action record fields
  • Verify Current Artifact points at a stable reviewed artifact or refresh the record after any material draft edits
  • Verify the output cites the diff basis and changed files
  • Verify the bundle still matches the current artifact hash after any repairs
  • Verify the output contains concrete findings or an explicit no-findings conclusion
  • Verify the output includes requirement/plan alignment comments where relevant
  • Verify the output ends with a clear verdict
  • Verify any claimed file impact, artifact impact, or findings against the actual worktree diff, actual artifacts, and earlier locked recursive docs before acceptance
  • Verify the phase artifact records Reviewed Action Records, Main-Agent Verification Performed, Acceptance Decision, Refresh Handling, and Repair Performed After Verification
  • Reject action records that leave claimed file impact or claimed artifact impact as none for materially contributing work
  • Reject the output if it is context-free, hand-wavy, or missing required checks

If a routed subagent reports failures, findings, incomplete work, success: false, or a nonzero external CLI exit code, do not accept the result. The controller must run an audit-repair-retry loop: record the failed attempt and diagnostic evidence, tell the same bounded role exactly what to fix when it has ownership to fix it, rerun the route, and then repeat controller verification against the actual diff and artifacts. If the routed role cannot fix the issue or the route remains unavailable, record an explicit fallback before using local repair or self-audit evidence.

Recommended Roles

Analyst

Use for AS-IS analysis, root-cause analysis, and other audited phases that need an independent analytical pass over:

  • current draft
  • upstream locked artifacts
  • git diff vs recorded baseline
  • requirement coverage
  • gaps, drift, and repair needs

Planner

Use for Phase 2 planning and traceability-heavy checks where downstream artifacts must explicitly cover every in-scope R# and not hide behind vague summaries.

Code Reviewer

Use for Phase 3.5 or high-risk Phase 3/4 audits.

Expected checks:

  • requirements vs implementation
  • plan vs implementation
  • git diff vs claimed scope
  • code quality and maintainability
  • test adequacy and TDD compliance

Memory Auditor

Use in Phase 8 to verify that touched paths, memory status transitions, and router updates match the final validated repo state.

Tester

Use in Phase 4 to audit test adequacy, exact commands, evidence capture, and whether the implementation is truly complete before test results are trusted.

Implementer

Use only when Phase 2 defines truly independent sub-phases with concrete file ownership.

The controller must assign ownership explicitly and must not present this as broad "parallel mode" by default.

Handoff Template

Use this structure whenever you delegate an audit or review. Prefer generating the bundle with recursive-review-bundle and then passing the bundle path plus any phase-specific instructions:

Review Bundle Path: `/.recursive/run/<run-id>/evidence/review-bundles/<bundle>.md`
Phase: `03.5 Code Review`
Artifact path: `/.recursive/run/<run-id>/03.5-code-review.md`
Role: `analyst`
Audit execution expectation: return findings plus `Audit: PASS` or `Audit: FAIL`

Bundle freshness check:
- confirm changed files, evidence refs, and audit questions still match the latest repaired draft
- confirm relevant addenda are included; do not hand-wave plan or requirement amendments that live in addenda

Additional audit questions:
- Which `R#` are still incomplete?
- Which changed files drift from the plan?
- Is required evidence missing?
- Is repair required before lock?

Action-record expectation:
- return enough structured detail for `recursive-subagent-action`
- prefer the stable reviewed artifact for `Current Artifact` when recording review/audit work
- cite upstream artifacts reread, relevant addenda, prior recursive evidence, changed files or code refs reviewed, claimed findings, and verification handoff items

Self-Audit Fallback Pattern

When subagents are unavailable, reuse the same checklist in the phase artifact and record:

## Audit Context

Audit Execution Mode: self-audit
Subagent Availability: unavailable
Audit Inputs Provided:
- `/.recursive/run/<run-id>/...`

Then complete the full audit loop locally:

  1. draft or revise the phase artifact
  2. reread upstream artifacts
  3. reconcile against the recorded diff basis and changed files
  4. record gaps
  5. repair the work
  6. rerun the audit
  7. set Audit: PASS only when the phase is actually ready to lock

Output Rejection Rules

Reject a delegated result if any of the following are true:

  • it does not cite the artifact path or phase name
  • it does not cite the review bundle path or clearly restate the same bundle contents
  • it does not mention the upstream artifacts reread
  • it ignores relevant addenda that were part of the effective input set
  • it ignores relevant prior recursive evidence or memory refs that were part of the bundle
  • it does not review the diff basis or changed files
  • it does not cite changed files or code refs in the review narrative
  • it claims delegated success but the controller did not verify those claims against actual files, actual artifacts, and the actual diff-owned scope
  • it cannot be translated into a durable subagent action record without guessing
  • it does not address requirement or plan alignment where required
  • it gives only generic praise with no grounded findings
  • it has no explicit verdict

References

  • Canonical workflow: /.recursive/RECURSIVE.md
  • Artifact templates: /references/artifact-template.md
  • Code reviewer prompt: /skills/recursive-subagent/agents/code-reviewer.md
  • Implementer prompt: /skills/recursive-subagent/agents/implementer.md

平台分布

Codex

36.65%
按下载量换算87

Claude

27.37%
按下载量换算65

Cursor

19.31%
按下载量换算46

Gemini CLI

9.28%
按下载量换算22

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

权限未标注

当前来源未能明确判断权限范围,默认进入异常复核队列。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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