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Agent Skill · 研究检索

recursive-mode(递归模式)

recursive-mode 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-mode 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,权限为执行命令;许可证信息还不明确,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 41,842。

总安装 1,129周安装 48GitHub Stars 65下载 396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-mode(递归模式)
来源仓库:https://github.com/try-works/recursive-mode
仓库路径:skills/recursive-mode
安装命令:
npx skills add https://github.com/try-works/recursive-mode --skill recursive-mode
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-mode

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-mode 用于查找、检索和筛选相关信息,支持根据关键词或任务场景定位内容。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-mode

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-mod…;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

    它需要执行命令,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

recursive-mode 怎么安装?

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

recursive-mode 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-mode 需要什么权限?

权限级别是执行命令。安装流程涉及命令执行,可能通过 npx skills add https://github.com/try-works/recursive-mode --skill recursive-mode 联网下载 Skill 或依赖。用户安装前应确认命令来源、仓库内容和执行环境。

recursive-mode 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-mode 用的人多吗?

公开数据是累计安装 1,129 次,近一周安装 48 次,下载 396 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-mode 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

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。

先想清楚的地方

  • 需要执行命令,装到常用环境前要先评估影响面。
  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 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

  • 不能接受 Skill 在你机器上执行命令的人。
  • 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-mode

递归模式 · 本页

1,12965执行命令未明确有提醒

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-mode

Purpose

Use this skill to run the repository workflow defined in /.recursive/RECURSIVE.md.

This file is the installable entrypoint for the skill. It is not the canonical workflow spec. For phase order, audit-loop rules, lock rules, addenda, late-phase receipts, state/decisions updates, and memory maintenance, follow /.recursive/RECURSIVE.md.

Bootstrap

Before doing recursive-mode work, ensure the repo scaffold exists:

  • /.recursive/RECURSIVE.md
  • /.recursive/STATE.md
  • /.recursive/DECISIONS.md
  • /.recursive/memory/MEMORY.md
  • /.recursive/memory/skills/SKILLS.md
  • /.recursive/memory/{domains,patterns,incidents,episodes,archive}/
  • /.recursive/memory/skills/{availability,usage,issues,patterns}/
  • /.recursive/run/
  • /.codex/AGENTS.md primary Codex bridge doc
  • /.agent/PLANS.md bridge doc
  • optional mirrored AGENTS.md docs if the repo already uses them

If any of those are missing or stale, the agent should bootstrap the repo automatically before continuing. Do not ask the user to run the bootstrap manually unless no supported Python or shell runtime is available in the environment. PowerShell is optional, not required.

Preferred bootstrap commands:

python ./scripts/install-recursive-mode.py --repo-root .
python3 ./scripts/install-recursive-mode.py --repo-root .
bash ./scripts/install-recursive-mode.sh --repo-root .
powershell -ExecutionPolicy Bypass -File ./scripts/install-recursive-mode.ps1 -RepoRoot .
pwsh -NoProfile -File ./scripts/install-recursive-mode.ps1 -RepoRoot .

Important boundary:

  • npx skills add... installs the skill package into agent directories.
  • The target repository scaffold should then be created automatically on first recursive-mode use or via a wired session-start hook.
  • Python and Bash paths are first-class and should work on macOS and Linux without PowerShell.
  • Manual bootstrap commands are the fallback path, not the preferred normal UX.

Read Order

  1. Read /.recursive/RECURSIVE.md.
  2. Read /.codex/AGENTS.md as the primary Codex bridge if present.
  3. Read any other AGENTS.md copies only as mirrored bridge guidance if the repo uses them.
  4. Read /.agent/PLANS.md as the primary Codex plans bridge if present.
  5. Read /.recursive/STATE.md.
  6. Read /.recursive/DECISIONS.md.
  7. Read /.recursive/memory/MEMORY.md.
  8. Load only the relevant memory docs under /.recursive/memory/.

If any bridge doc conflicts with /.recursive/RECURSIVE.md, follow /.recursive/RECURSIVE.md.

Operational Surface

  • Canonical run root: /.recursive/run/<run-id>/
  • Canonical workflow spec: /.recursive/RECURSIVE.md
  • Canonical state: /.recursive/STATE.md
  • Canonical decisions ledger: /.recursive/DECISIONS.md
  • Canonical memory router: /.recursive/memory/MEMORY.md

Trigger Examples

  • Implement requirement '<run-id>'
  • Run Recursive Phase 2 for.recursive/run/<run-id>/
  • Resume requirement '<run-id>' after manual QA
  • Verify locks for.recursive/run/<run-id>/

Utility Scripts

  • scripts/install-recursive-mode.py
  • scripts/install-recursive-mode.ps1
  • scripts/install-recursive-mode.sh
  • scripts/recursive-init.py
  • scripts/recursive-init.ps1
  • scripts/recursive-status.py
  • scripts/recursive-status.ps1
  • scripts/lint-recursive-run.py
  • scripts/lint-recursive-run.ps1
  • scripts/recursive-review-bundle.py
  • scripts/recursive-review-bundle.ps1
  • scripts/recursive-router-init.py
  • scripts/recursive-router-init.ps1
  • scripts/recursive-router-probe.py
  • scripts/recursive-router-probe.ps1
  • scripts/recursive-router-configure.py
  • scripts/recursive-router-configure.ps1
  • scripts/recursive-router-invoke.py
  • scripts/recursive-router-invoke.ps1
  • scripts/recursive-router-resolve.py
  • scripts/recursive-router-resolve.ps1
  • scripts/recursive-router-validate.py
  • scripts/recursive-router-validate.ps1
  • scripts/recursive-subagent-action.py
  • scripts/recursive-subagent-action.ps1
  • scripts/recursive-lock.py
  • scripts/recursive-lock.ps1
  • scripts/verify-locks.py
  • scripts/verify-locks.ps1
  • scripts/check-reusable-repo-hygiene.py
  • scripts/check-reusable-repo-hygiene.ps1

Subskills

  • skills/recursive-spec/SKILL.md
  • skills/recursive-worktree/SKILL.md
  • skills/recursive-debugging/SKILL.md
  • skills/recursive-tdd/SKILL.md
  • skills/recursive-review-bundle/SKILL.md
  • skills/recursive-router/SKILL.md
  • skills/recursive-subagent/SKILL.md

Use those subskills for their specialized discipline, but keep /.recursive/RECURSIVE.md as the single source of truth for the overall workflow contract.

Canonical routed CLI config lives under:

  • /.recursive/config/recursive-router.json
  • /.recursive/config/recursive-router-discovered.json

Router-aware delegated execution

When this skill or any recursive subskill is about to call another model or external CLI for delegated audit, review, bounded implementation, or other routed subagent work, re-read these routing files from disk immediately before choosing the CLI/model.

Do not hardcode provider or model strings for routed delegation when repo policy already defines the route or fallback behavior.

If routed delegation is in scope, prefer skills/recursive-router/SKILL.md plus the canonical recursive-router-resolve and recursive-router-invoke scripts over bespoke model selection logic.

If routed delegation has been explicitly requested, or if recursive-router-resolve for the selected role returns external-cli, do not satisfy that delegated slot with local/self-audit work unless the effective route is fallback-local, local-only, blocked, or ask-user and that outcome is recorded. The controller may reject routed output after checking it against the actual files, diffs, and recursive artifacts, but unverified local work is not a substitute for a configured routed implementer, tester, reviewer, auditor, or planner role.

If a routed invocation returns success: false, exits nonzero, or reports issues that the bounded role is responsible for fixing, run an audit-repair-retry loop: preserve the failed attempt as evidence, tell the routed subagent exactly what to fix, rerun the same route after repair, then verify the new output locally before acceptance. Do not mark the delegated role or phase gate complete from a nonzero-exit routed attempt.

Before dispatching from an isolated worktree, make sure the routing policy and discovery inventory are present and current in that same worktree. Discovery inventory is often untracked, so a newly created worktree can have /.recursive/config/recursive-router.json without /.recursive/config/recursive-router-discovered.json; refresh discovery from the worktree or copy the current inventory from the controller/source repo before resolving or invoking a route, then record the paths and outcome in the phase artifact or action record.

Optional add-on

  • recursive-benchmark is intentionally excluded from the default exported recursive-mode package because it carries large packaged benchmark fixtures.
  • Install it only when a user explicitly asks to benchmark recursive-mode, preferably via find-skills or by adding its dedicated benchmark add-on package or repo source.

For audited phases, the installed workflow requires draft -> audit -> repair -> re-audit -> pass -> lock, with Audit: PASS required before Coverage/Approval may pass. Treat ## Worktree Diff Audit as phase-scoped: Phase 2 owns planning completeness plus expected product/worktree paths, Phase 3-4 own actual product/worktree drift, Phase 6 owns /.recursive/DECISIONS.md, Phase 7 owns /.recursive/STATE.md, and Phase 8 owns /.recursive/memory/**. New runs should use Workflow version: recursive-mode-audit-v2, where Phase 1 must include ## Source Requirement Inventory and Phase 2 must include ## Requirement Mapping, ## Plan Drift Check, and plan-stage ## Requirement Completion Status. For Phase 3, declare TDD Mode: strict|pragmatic. Strict mode requires concrete RED and GREEN evidence paths. Pragmatic mode requires an explicit exception rationale plus compensating evidence. For Phase 5, declare QA Execution Mode: human|agent-operated|hybrid. Do not fake human sign-off for agent-operated QA, and do not omit sign-off for human or hybrid QA. For delegated review, prefer scripts/recursive-review-bundle.py or scripts/recursive-review-bundle.ps1 so Phase 3.5 records a canonical Review Bundle Path. If meaningful subagent work contributes to a phase, record it under /.recursive/run/<run-id>/subagents/ and verify the action record against actual files, actual diffs, and actual recursive artifacts before accepting it. For review/audit delegation, prefer a stable reviewed artifact for Current Artifact rather than a mutable draft receipt. Audited phases must record Subagent Capability Probe, Delegation Decision Basis, ## Subagent Contribution Verification, and ## Requirement Completion Status. When subagents are available and the context bundle is complete, delegated audit/review is the default path. If the controller still uses Audit Execution Mode: self-audit, record a concrete Delegation Override Reason. Use the stronger requirement disposition fields in ## Requirement Completion Status: Changed Files, Implementation Evidence, Verification Evidence, Deferred By, Scope Decision, Blocking Evidence, and Addendum as appropriate to the chosen status. Do not mark implemented or verified without concrete Changed Files. Do not mark verified without distinct verification evidence. Treat addenda as authoritative effective inputs. When relevant addenda exist, list them under Inputs, re-read them in ## Effective Inputs Re-read, and reconcile them in ## Earlier Phase Reconciliation. Review bundles should include relevant addenda automatically, and the written Phase 3.5 review should cite bundle-grounded upstream artifacts, addenda, and changed files or code refs in the review narrative. 00-worktree.md is the source of truth for diff basis. Record baseline type/reference, comparison reference, normalized baseline/comparison, and normalized diff command; do not silently improvise a different basis later. Use Phase 8 to update skill memory under /.recursive/memory/skills/ when the run teaches the repo something durable about skill availability, fit, delegated-review quality, or skill-discovery outcomes. Phase 8 should also capture run-local skill usage before promoting any lesson into durable memory. If the run plans delegated review, review bundles, or smoke-harness portability work, read /.recursive/memory/skills/SKILLS.md and the relevant skill-memory shards before planning or auditing. If the run needs a specialized capability that is not already available, prefer the find-skills skill when it exists. Otherwise use the Skills CLI directly (npx skills find, npx skills add, npx skills check, npx skills update) and record the result when skill usage is relevant. Diff audit ignores incidental runtime byproducts such as __pycache__/, *.pyc, .pytest_cache/, .mypy_cache/, and .ruff_cache/ unless the repo intentionally tracks them. Treat Phase 6, Phase 7, and Phase 8 receipts as concise delta receipts that point to the final control-plane docs instead of restating large sections. Use scripts/recursive-lock.py or scripts/recursive-lock.ps1 as the normal locking path instead of manually editing Status, LockedAt, and LockHash. On Windows, run Node/Vite/Vitest commands from the real worktree path rather than subst or mapped-drive aliases. When evaluating or building browser-local apps, consult references/local-first-web-app-checklist.md for common import/persistence/QA edge cases. If the repository being improved is itself a reusable skill/workflow repo, do not commit current-session run folders, evidence logs, review bundles, subagent action records, or temp-path references unless they are intentional fixtures; use scripts/check-reusable-repo-hygiene.py or scripts/check-reusable-repo-hygiene.ps1 before calling the repo clean.

平台分布

Codex

38.68%
按下载量换算153

Claude

27.43%
按下载量换算109

Cursor

17.78%
按下载量换算70

Gemini CLI

10.42%
按下载量换算41

安全审计

Gen Agent Trust Hub

可疑

Socket

通过

Snyk

可疑

权限和风险

执行命令

安装流程涉及命令执行,可能通过 npx skills add https://github.com/try-works/recursive-mode --skill recursive-mode 联网下载 Skill 或依赖。用户安装前应确认命令来源、仓库内容和执行环境。

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。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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