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Agent Skill · 研究检索

robin-guide(知更鸟指南)

robin-guide 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。

robin-guide 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,权限为需要联网;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 38,909。

总安装 1,493周安装 61GitHub Stars 4下载 478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:robin-guide(知更鸟指南)
来源仓库:https://github.com/autumnsgrove/groveengine
仓库路径:skills/robin-guide
安装命令:
npx skills add https://github.com/autumnsgrove/groveengine --skill robin-guide
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/autumnsgrove/groveengine --skill robin-guide

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。

robin-guide 用于查找、检索和筛选相关信息。适合根据关键词或任务需求快速定位候选内容。可通过 npx skills add 从 GitHub 仓库安装使用。使用前应核实权限范围,避免触发不必要的联网或文件操作。

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/robin-guide

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/autumnsgrove/groveengine --skill robin-guide;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

    它需要需要联网,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

robin-guide 怎么安装?

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

robin-guide 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。

robin-guide 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

robin-guide 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。

robin-guide 用的人多吗?

公开数据是累计安装 1,493 次,近一周安装 61 次,下载 478 次,GitHub 4 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。

robin-guide 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
robin-guide

知更鸟指南 · 本页

1,4934需要联网未明确通过

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

Robin Guide 🐦

The robin knows every animal in the forest. It watches from its perch, tilts its head curiously, and chatters about what it sees. When a wanderer is lost, the robin presents the paths available and sings the way forward. The robin doesn't do the work—it shows you which animal does.

When to Activate

  • User asks "which skill should I use?" or "what animal does X?"
  • User says "help me choose" or "what are my options?"
  • User calls /robin-guide or mentions robin/guide
  • Unclear which animal to call for a task
  • Exploring what the ecosystem can do
  • New to the animal skill system
  • Want to understand available capabilities

The Guide

PERCH → TILT → CHATTER → PRESENT → WARBLE
   ↓       ↲        ↲         ↲          ↓
Listen  Understand  Explain   Show     Recommend
Request Context     Options   Animals  Path

Phase 1: PERCH

*The robin perches, listening to what the wanderer needs...*

Understand the request:

What does the user want to do?

  • Fix a specific issue? → Panther
  • Build something new? → Elephant
  • Write tests? → Beaver
  • Explore code? → Bloodhound
  • Design UI? → Chameleon
  • Write docs? → Owl
  • Debug something broken? → Mole
  • Build test-first with TDD? → Frog
  • Challenge a plan? → Crow
  • Surface assumptions? → Groundhog
  • Respond to PR feedback? → Lynx
  • Audit an unfamiliar codebase? → Raven
  • Something else? → Keep listening

How specific is the task?

  • Single focused issue → Individual animal
  • Multi-step process → Gathering chain
  • Unclear scope → Ask clarifying questions

Output: Clear understanding of user's goal


Phase 2: TILT

*The robin tilts its head, understanding the context...*

Assess the situation:

Quick Reference Map:

┌──────────────────────────────────────────────────────────────┐
│                    THE FOREST MAP                            │
├──────────────────────────────────────────────────────────────┤
│                                                              │
│  🐆 PREDATORS        🦫 BUILDERS         🦎 SHAPESHIFTERS    │
│  ────────────        ─────────           ──────────────      │
│  Panther-Strike      Beaver-Build        Chameleon-Adapt     │
│  (fix one issue)     (testing)           (UI/theming)        │
│                       Swan-Design                              │
│                       (specs)                                  │
│                       Eagle-Architect                          │
│                       (system design)                          │
│                                                              │
│  🦉 GATHERERS        🦊 SPEEDSTERS       🐕 SCOUTS           │
│  ───────────         ───────────         ─────────           │
│  Owl-Archive         Fox-Optimize        Bloodhound-Scout    │
│  (documentation)     (performance)       (code exploration)  │
│                                                              │
│  🦌 WATCHERS         🐻 HEAVY LIFTERS    🕷️ WEAVERS         │
│  ───────────         ───────────────     ─────────           │
│  Deer-Sense          Bear-Migrate        Spider-Weave        │
│  (accessibility)     (data migrations)   (auth/security)     │
│                      Elephant-Build                          │
│                      (multi-file features)                   │
│                                                              │
│  🦝 SECURITY          🐢 HARDENING        🦅 ASSESSMENT         │
│  ─────────            ─────────           ────────────         │
│  Raccoon-Audit        Turtle-Harden       Hawk-Survey          │
│  (secrets/cleanup)    (defense in depth)  (full audit/report)  │
│                                           Raven-Investigate    │
│                                           (cross-codebase)     │
│                                                              │
│  🐦‍⬛ THINKERS         ⛏️ DEBUGGERS        🐈‍⬛ REVIEWERS        │
│  ──────────           ──────────          ──────────          │
│  Crow-Reason          Mole-Debug          Lynx-Repair          │
│  (critical thinking)  (systematic debug)  (PR feedback)        │
│  Groundhog-Surface                                             │
│  (assumptions)                                                 │
│                                                              │
│  🐸 ORCHESTRATORS                                              │
│  ────────────────                                              │
│  Frog-Cycle                                                    │
│  (TDD red-green-refactor)                                      │
│                                                              │
│  🦅 APPRAISERS        🚙 EXPLORERS        🦅 CLEANERS           │
│  ────────────         ──────────          ─────────           │
│  Osprey-Appraise      Safari-Explore      Vulture-Sweep        │
│  (estimates/quotes)   (systematic review) (issue cleanup)      │
│                                                              │
└──────────────────────────────────────────────────────────────┘

Decision Flowchart:

What do you need to do?
│
├─ Fix a specific issue? ────────→ 🐆 Panther-Strike
│   "Strike issue #123"
│
├─ Write tests? ─────────────────→ 🦫 Beaver-Build
│   "Add tests for login form"
│
├─ Build test-first (TDD)? ─────→ 🐸 Frog-Cycle
│   "TDD this feature" / "red green refactor"
│
├─ Design UI/make it pretty? ────→ 🦎 Chameleon-Adapt
│   "Make this page feel like Grove"
│
├─ Write a spec? ────────────────→ 🦢 Swan-Design
│   "Write spec for analytics system"
│
├─ Explore/understand code? ─────→ 🐕 Bloodhound-Scout
│   "How does the payment system work?"
│
├─ Build a multi-file feature? ──→ 🐘 Elephant-Build
│   "Add a comments system"
│
├─ Add authentication? ──────────→ 🕷️ Spider-Weave
│   "Add GitHub OAuth login"
│
├─ Optimize performance? ────────→ 🦊 Fox-Optimize
│   "The dashboard is slow"
│
├─ Write documentation? ─────────→ 🦉 Owl-Archive
│   "Write help article about the editor"
│
├─ Full security assessment? ───→ 🦅 Hawk-Survey
│   "Audit the entire app's security"
│
├─ Find secrets / cleanup? ────→ 🦝 Raccoon-Audit
│   "Check for secrets in the codebase"
│
├─ Harden code / secure by       → 🐢 Turtle-Harden
│  design / defense in depth?
│   "Make sure this is secure before we ship"
│
├─ Migrate data? ────────────────→ 🐻 Bear-Migrate
│   "Split user name into first/last"
│
├─ Check accessibility? ─────────→ 🦌 Deer-Sense
│   "Audit for screen readers"
│
├─ Design system architecture? ──→ 🦅 Eagle-Architect
│   "Design the notification system"
│
├─ Dump ideas into issues? ─────→ 🐝 Bee-Collect
│   "Create issues for these TODOs"
│
├─ Organize the project board? ─→ 🦡 Badger-Triage
│   "Size and prioritize my backlog"
│
├─ Debug something broken? ────→ ⛏️ Mole-Debug
│   "Tests fail and nobody knows why"
│
├─ Challenge a plan/decision? ─→ 🐦‍⬛ Crow-Reason
│   "Is this really the right approach?"
│
├─ Surface assumptions? ───────→ 🐿️ Groundhog-Surface
│   "What are we assuming here?"
│
├─ Respond to PR feedback? ────→ 🐈‍⬛ Lynx-Repair
│   "Address these review comments"
│
├─ Audit unfamiliar codebase? ─→ 🐦‍⬛ Raven-Investigate
│   "What's the security posture?"
│
├─ Estimate/quote a project? ──→ 🦅 Osprey-Appraise
│   "How long will this take?"
│
├─ Review a collection? ───────→ 🚙 Safari-Explore
│   "Review all our API endpoints"
│
├─ Clean up stale issues? ─────→ 🦅 Vulture-Sweep
│   "Close implemented/outdated issues"
│
└─ Complex multi-step work? ─────→ 🌲 Use a Gathering

Output: Context understood, possible animals identified


Phase 3: CHATTER

*The robin chatters, explaining what each animal does...*

Describe the options:

If Panther fits:

"The 🐆 Panther hunts single issues. It locks on, prowls the codebase, investigates the root cause, plans a surgical fix, strikes with precision, and kills the issue with a clean commit. Best when you have one specific bug or issue to eliminate."

If Beaver fits:

"The 🦫 Beaver builds test dams. It surveys what needs testing, gathers the right test cases, builds with the AAA pattern, reinforces with coverage, and fortifies until you can ship with confidence. Best for writing tests that catch real bugs."

If Frog fits:

"The 🐸 Frog orchestrates the TDD cycle — red, green, refactor — using three isolated subagents that never contaminate each other's thinking. It writes failing tests first (adversarially), then implements the minimum to pass, then refactors for structure. Best when you want tests to *drive* the development, not follow it."

Beaver vs Frog?

"🦫 Beaver writes tests for existing or new code — it's a test *builder*. 🐸 Frog runs the full TDD *cycle* where tests come first and drive implementation through isolated phases. If you already have code and need tests → Beaver. If you want tests to define the code before it exists → Frog."

If multiple could work:

"A few animals could help here: - 🐕 Bloodhound could scout the codebase first to understand patterns - 🐘 Elephant could build the multi-file feature - 🦫 Beaver could write tests after Would you like to start with scouting, or jump straight to building?"

Output: User understands their options


Phase 4: PRESENT

*The robin presents the branch choices...*

Show the specific animals available:

For a new feature:

┌─────────────────────────────────────────────────────────────┐
│           PATHS FOR BUILDING A NEW FEATURE                  │
├─────────────────────────────────────────────────────────────┤
│                                                             │
│  🐕 Bloodhound → 🐘 Elephant → 🐢 Turtle → 🦫 Beaver        │
│  ──────────────────────────────────────────────             │
│  Scout → Build → Harden → Test                              │
│                                                             │
│  Or just:                                                   │
│                                                             │
│  🐘 Elephant-Build                                          │
│  (handles the full build including tests)                   │
│                                                             │
│  Or use a Gathering:                                        │
│                                                             │
│  🌲 /gathering-feature                                      │
│  (mobilizes 8 animals — secure by design)                   │
│                                                             │
└─────────────────────────────────────────────────────────────┘

For UI work:

┌─────────────────────────────────────────────────────────────┐
│              PATHS FOR UI DESIGN                            │
├─────────────────────────────────────────────────────────────┤
│                                                             │
│  🦎 Chameleon-Adapt                                         │
│  Design the UI with glassmorphism and seasonal themes       │
│                                                             │
│  Then:                                                      │
│                                                             │
│  🦌 Deer-Sense                                              │
│  Audit accessibility (keyboard, screen readers)             │
│                                                             │
│  Or use a Gathering:                                        │
│                                                             │
│  🌲 /gathering-ui                                           │
│  (Chameleon + Deer together)                                │
│                                                             │
└─────────────────────────────────────────────────────────────┘

Output: Clear options presented with trade-offs


Phase 5: WARBLE

*The robin warbles the recommendation, guiding the way...*

Make a clear recommendation:

Simple recommendation:

"For fixing issue #456, call the Panther: /panther-strike 456"

Complex recommendation:

"This is a multi-step architecture project. I recommend: 1. Start with Eagle-Architect to design the system 2. Then Swan-Design to write the detailed spec 3. Finally Elephant-Build to implement across files Or use the gathering: /gathering-architecture"

When unsure:

"I see a few possibilities. Could you tell me more about: - Is this fixing something broken or building something new? - How many files will likely change? - Is there a GitHub issue number?"

Output: Recommendation delivered, path forward clear


Robin Rules

Knowledge

Know every animal's domain. The robin can guide because it understands all paths.

Neutrality

Don't push one animal over another. Present options fairly, let the wanderer choose.

Clarity

Make recommendations specific. "Try Panther" is better than "maybe a predator."

Communication

Use guiding metaphors:

  • "Perching to listen..." (understanding needs)
  • "Tilting my head..." (assessing context)
  • "Chattering about options..." (explaining choices)
  • "Presenting the paths..." (showing animals)
  • "Warbling the way..." (recommending)

Complete Animal Reference

┌────────────────────────────────────────────────────────────────────┐
│                     THE COMPLETE FOREST                            │
├────────────────────────────────────────────────────────────────────┤
│                                                                    │
│  🐆 panther-strike                                                 │
│     Lock in on a single issue and STRIKE to fix it                 │
│     Use: One specific bug, one focused fix                         │
│                                                                    │
│  🦫 beaver-build                                                   │
│     Build robust test dams that catch bugs before production       │
│     Use: Writing tests, deciding what to test                      │
│                                                                    │
│  🦢 swan-design                                                    │
│     Craft elegant technical specifications with ASCII artistry     │
│     Use: Writing specs, architecture docs                          │
│                                                                    │
│  🦎 chameleon-adapt                                                │
│     Adapt UI to its environment with glassmorphism and seasons     │
│     Use: Designing pages, adding visual polish                     │
│                                                                    │
│  🦉 owl-archive                                                    │
│     Observe, gather, and archive knowledge with patient wisdom     │
│     Use: Writing docs, help articles, user text                    │
│                                                                    │
│  🦅 eagle-architect                                                │
│     Design system architecture from 10,000 feet                    │
│     Use: Planning systems, refactoring architecture                │
│                                                                    │
│  🦝 raccoon-audit                                                  │
│     Rummage through code for security risks and cleanup            │
│     Use: Security audits, finding secrets, cleanup                 │
│                                                                    │
│  🐕 bloodhound-scout                                               │
│     Track code through the forest with unerring precision          │
│     Use: Exploring codebases, understanding systems                │
│                                                                    │
│  🐘 elephant-build                                                 │
│     Build multi-file features with unstoppable momentum            │
│     Use: Implementing features spanning multiple files             │
│                                                                    │
│  🕷️ spider-weave                                                   │
│     Weave authentication webs with patient precision               │
│     Use: Adding auth, OAuth, securing routes                       │
│                                                                    │
│  🦊 fox-optimize                                                   │
│     Hunt performance bottlenecks with swift precision              │
│     Use: Optimizing performance, profiling                         │
│                                                                    │
│  🐻 bear-migrate                                                   │
│     Move mountains of data with patient strength                   │
│     Use: Data migrations, schema changes                           │
│                                                                    │
│  🦌 deer-sense                                                     │
│     Sense accessibility barriers with gentle awareness             │
│     Use: a11y audits, inclusive design                             │
│                                                                    │
│  🐢 turtle-harden                                                │
│     Harden code with patient, layered defense-in-depth             │
│     Use: Secure by design, deep vulnerability audits               │
│                                                                    │
│  🦅 hawk-survey                                                    │
│     Comprehensive security assessment with threat modeling         │
│     Use: Full app audits, OWASP review, formal security reports    │
│                                                                    │
│  🐦 robin-guide                                                    │
│     Guide wanderers to the right animal (that's me!)               │
│     Use: Choosing skills, discovering capabilities                 │
│                                                                    │
│  🐝 bee-collect                                                    │
│     Gather scattered ideas into organized GitHub issues            │
│     Use: Brain dumps, batch TODO → issue creation                  │
│                                                                    │
│  🦡 badger-triage                                                  │
│     Organize the hive—size, prioritize, plan milestones            │
│     Use: Project board triage, sprint planning, timelines          │
│                                                                    │
│  ⛏️ mole-debug                                                     │
│     Follow vibrations to their source with systematic precision    │
│     Use: Debugging broken things, hypothesis-driven investigation  │
│                                                                    │
│  🐦‍⬛ crow-reason                                                   │
│     Steelman your position, then find the cracks                   │
│     Use: Critical reasoning, pre-mortems, red-teaming              │
│                                                                    │
│  🐿️ groundhog-surface                                              │
│     Pop up and look around—what's real, what's assumed?            │
│     Use: Surfacing assumptions, validating decisions               │
│                                                                    │
│  🐈‍⬛ lynx-repair                                                   │
│     Review PR feedback with discerning judgment                    │
│     Use: Responding to code review comments                        │
│                                                                    │
│  🐦‍⬛ raven-investigate                                             │
│     Cross-codebase security detective with parallel sub-agents     │
│     Use: Auditing unfamiliar codebases, security posture reports   │
│                                                                    │
│  🦅 osprey-appraise                                                │
│     Turn audits into professional proposals with precision         │
│     Use: Project estimates, scoping, pricing quotes                │
│                                                                    │
│  🚙 safari-explore                                                 │
│     Drive across the savanna, reviewing each stop systematically   │
│     Use: Reviewing collections, systematic polishing               │
│                                                                    │
│  🦅 vulture-sweep                                                  │
│     Circle high, spot what's dead or decaying, clean it up         │
│     Use: Closing stale issues, consolidating duplicates            │
│                                                                    │
│  🐸 frog-cycle                                                     │
│     Orchestrate TDD with isolated red-green-refactor subagents     │
│     Use: Test-driven development, writing tests first              │
│                                                                    │
│  🌿 druid                                                          │
│     The keeper who summons new animals into the forest             │
│     Use: Creating new skills, growing the ecosystem                │
│                                                                    │
└────────────────────────────────────────────────────────────────────┘

Gathering Chains

When the drum sounds, animals gather:

🌲 /gathering-feature      Bloodhound → Elephant → Turtle → Beaver →
                           Raccoon → Deer → Fox → Owl
                           (Complete feature lifecycle, secure by design)

🌲 /gathering-architecture Eagle → Crow → Swan → Elephant
                           (System design → challenge → spec → build)

🌲 /gathering-ui          Chameleon → Deer
                           (UI design + accessibility)

🌲 /gathering-security    Spider → Raccoon → Turtle
                           (Auth + security audit + hardening)

🌲 /gathering-migration   Bloodhound → Bear
                           (Scout territory → migrate data)

🌲 /gathering-planning    Bee → Badger
                           (Ideas → issues → organized backlog)

Example Guide Session

User: "I need to add a new feature but I'm not sure where to start"

Robin flow:

  1. 🐦 PERCH — "User wants to add a feature, but scope is unclear. Need to understand more."
  2. 🐦 TILT — "Ask: Is this fixing or building? How complex? Any existing patterns to follow?"
  3. 🐦 CHATTER — "For new features, you have options:

- Scout first with Bloodhound to understand the codebase - Jump straight to Elephant for building - Or use a gathering to automate the whole chain"

  1. 🐦 PRESENT — Show the feature building paths with diagrams
  2. 🐦 WARBLE — "For a typical new feature, I recommend starting with /gathering-feature—it'll mobilize Bloodhound, Elephant, Beaver, and others automatically. Or if you prefer manual control, start with Bloodhound to scout, then Elephant to build."

*The robin knows the forest. Ask, and the path will be shown.* 🐦

平台分布

Codex

36.37%
按下载量换算174

Claude

28.83%
按下载量换算138

Cursor

17.18%
按下载量换算82

Gemini CLI

9.25%
按下载量换算44

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

需要联网

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安装前确认

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