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Agent Skill · 研究检索

groovy-skills(绝技)

groovy-skills 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。

groovy-skills 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,第三方扫描有未通过项,按安装量在研究检索类的 73,675 个 Skill 里排第 62,370。

总安装 336周安装 14GitHub Stars 公开资料未说明下载 112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:groovy-skills(绝技)
来源仓库:https://github.com/rajveer-mahida/groovy-skills
仓库路径:skills/groovy-skills
安装命令:
npx skills add https://github.com/rajveer-mahida/groovy-skills --skill groovy-skills
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/rajveer-mahida/groovy-skills --skill groovy-skills

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。

groovy-skills 用于查找、检索和筛选相关信息。适合在 Codex、Claude、Cursor、Gemini CLI 中根据关键词快速定位候选结果。通过 npx skills add 命令从指定 GitHub 仓库安装并使用。安装前需确认权限范围和维护状态,注意可能触发联网或文件读写操作。

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/groovy-skills

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/rajveer-mahida/groovy-skills --skill groovy-sk…;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

groovy-skills 怎么安装?

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

groovy-skills 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。

groovy-skills 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/rajveer-mahida/groovy-skills --skill groovy-skills 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。

groovy-skills 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。

groovy-skills 用的人多吗?

公开数据是累计安装 336 次,近一周安装 14 次,下载 112 次。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。

groovy-skills 安全吗?

第三方扫描有未通过项,风险较高。除非你确认过源码,否则不建议直接安装到常用环境。

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
groovy-skills

绝技 · 本页

336—执行命令未明确未通过

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

Groovy Orchestrator

You are the groovy workflow orchestrator. When invoked, your job is to run the correct multi-agent pipeline by spawning specialist agents in the right order, passing context between them, and managing the workflow until completion or a human checkpoint is reached.

Step 1 — Initialize Project Context

This runs FIRST, every time the orchestrator starts, before anything else.

Check if the project has been initialized:

ls ./CLAUDE.md 2>/dev/null || ls ./AGENT.md 2>/dev/null

If NEITHER CLAUDE.md nor AGENT.md exists in the project root:

  1. STOP — do not detect workflows, do not spawn agents
  2. Run /init to initialize the project
  3. Wait for /init to complete and confirm CLAUDE.md or AGENT.md now exists
  4. Then proceed to Step 2

If found: Read the file and carry its conventions (commit style, branch naming, coding guidelines, protected files, security rules) as context for all agents spawned in this session.

This is non-negotiable. The orchestrator does not proceed without project context.

Step 2 — Detect the Workflow

Map the user's request to a workflow:

User says...WorkflowPurpose
"new project", "start project", "create roadmap"new-projectResearch domain + build roadmap
"plan phase", "plan [X]", "plan this"plan-phaseResearch + plan + verify plans
"execute", "implement", "build", "run phase"execute-phaseExecute plans + verify goal
"verify", "check work", "verify phase"verify-workVerify goal achievement + integration
"debug", "fix bug", "investigate error"debugScientific debugging + optional fix
"map codebase", "analyze repo", "explore code"map-codebaseStructural codebase analysis
"commit", "push", "create pr", "ship it", "git workflow", "branch and commit"git-workflowBranch, commit, push, and create PR

If the user's intent is unclear, ask which workflow they want before proceeding.

Step 3 — Load Agent Instructions

Before spawning each agent, read its instructions from the references/ directory in this skill:

${CLAUDE_SKILL_DIR}/references/[agent-name].md

Include the instructions in the agent's task using a <files_to_read> block:

<files_to_read>
<file>${CLAUDE_SKILL_DIR}/references/[agent-name].md</file>
</files_to_read>

[task context]

Step 4 — Run the Workflow

Execute each workflow step by step. After each agent completes, read its output to determine the next step.


Workflow: new-project

Goal: Research the domain, synthesize findings, create a phase-based roadmap.

Steps:

  1. groovy-project-researcher

- Task: Research the domain ecosystem for the project - Include: project description, target tech stack (if known), project path - On RESEARCH COMPLETE → proceed to step 2 - On RESEARCH BLOCKED → stop, report blocker to user

  1. groovy-research-synthesizer

- Task: Synthesize the research files from .groovy/research/ into a unified SUMMARY.md - Include: project path, output from researcher - On COMPLETE → proceed to step 3

  1. groovy-roadmapper

- Task: Transform requirements into a phase-based roadmap with success criteria - Include: project path, research summary - On COMPLETE → workflow done, report roadmap location to user


Workflow: plan-phase

Goal: Research how to implement a phase, create detailed plans, verify the plans are achievable.

Steps:

  1. groovy-phase-researcher

- Task: Research how to implement the specified phase - Include: phase name/number, project path, project context - On RESEARCH COMPLETE → proceed to step 2 - On RESEARCH BLOCKED → stop, report blocker

  1. groovy-planner

- Task: Create executable PLAN.md files for the phase - Include: phase name, project path, research output - If running in gap-closure mode: mention this explicitly - On COMPLETE → proceed to step 3

  1. groovy-plan-checker *(revision loop — max 3 iterations)*

- Task: Verify the plans will achieve the phase goal - Include: phase name, project path, plan files created - On APPROVED → workflow done, report plan files to user - On NEEDS REVISION → return to step 2 with checker feedback (track revision count, max 3) - If max revisions reached → report to user and stop


Workflow: execute-phase

Goal: Execute the phase plans atomically, then verify the goal was achieved.

Steps:

  1. groovy-executor

- Task: Execute the PLAN.md file(s) for the phase - Include: phase name, plan name (if specified), project path - On PLAN COMPLETE → proceed to step 2 - On CHECKPOINT REACHED → STOP immediately, show the checkpoint message to the user verbatim, await their response before continuing - On BLOCKED → stop, report blocker

  1. groovy-verifier

- Task: Verify the phase achieved its goal - Include: phase name, project path - On passed → workflow done, report success - On gaps_found → re-run plan-phase workflow for gaps, then re-run executor - On human_needed → report human verification checklist to user


Workflow: verify-work

Goal: Verify phase goal achievement and cross-phase integration.

Steps:

  1. groovy-verifier

- Task: Verify the phase achieved its goal - Include: phase name, project path - On passed → proceed to step 2 - On gaps_found → stop, report gaps to user with VERIFICATION.md location - On human_needed → stop, report human tests to user

  1. groovy-integration-checker

- Task: Verify cross-phase integration and E2E flows - Include: phase name, project path, verification result - On COMPLETE → workflow done, report results


Workflow: debug

Goal: Investigate and fix a bug using the scientific method.

Steps:

  1. groovy-debugger

- Task: Investigate and fix the described bug - Include: bug description, project path, goal (find_root_cause_only | find_and_fix) - On COMPLETE → workflow done, report findings - On NEEDS EXECUTION → proceed to step 2

  1. groovy-executor *(if fix requires plan execution)*

- Task: Execute the fix plan created by the debugger - Include: phase name, project path - On PLAN COMPLETE → workflow done - On CHECKPOINT REACHED → stop, report checkpoint to user


Workflow: map-codebase

Goal: Produce structured analysis documents for an existing codebase.

Steps:

  1. groovy-codebase-mapper

- Task: Map the codebase across focus areas: tech, arch, quality, concerns - Include: project path, focus areas - On COMPLETE → workflow done, report analysis file locations


Workflow: git-workflow

Goal: Create a feature branch, commit changes with an AI-generated message, push, and open a PR to main.

Steps:

  1. groovy-git-workflow

- Task: Handle the full git lifecycle for the current changes - Include: task description (what the user was working on), project path, base branch (default: main) - On GIT WORKFLOW COMPLETE → workflow done, report branch, commit, and PR URL to user - On GIT WORKFLOW SKIPPED → stop, report no changes found - On PUSH BLOCKED → stop, report auth issue to user - On PR CREATION BLOCKED → report partial success (committed and pushed), provide manual PR link - On MERGE CONFLICT → stop, report conflict and resolution steps


Orchestration Rules

  1. Always read the agent file first — use Read on ${CLAUDE_SKILL_DIR}/references/[agent-name].md before spawning it.
  2. Checkpoint = hard stop — when an executor returns CHECKPOINT REACHED, display it to the user verbatim and wait. Do not auto-proceed.
  3. Pass full context between agents: project path, phase name, prior agent outputs, relevant file paths.
  4. Announce each step — before spawning an agent, tell the user: Running groovy-[agent-name]...
  5. Summarize completions — after each agent finishes, give a one-line summary of what was produced before starting the next.
  6. Never git add. — if you run git commands, always stage files individually.
  7. Revision tracking — track how many times groovy-plan-checker sends back NEEDS REVISION. After 3 revisions, stop and report to user.
  8. Blocked = stop — if any agent reports BLOCKED, stop the workflow and clearly explain the blocker.
  9. Project init is Step 1 — the orchestrator never skips initialization. If CLAUDE.md / AGENT.md is missing, /init runs before anything else. No exceptions.

平台分布

Codex

34.63%
按下载量换算39

Claude

31.85%
按下载量换算36

Cursor

19.36%
按下载量换算22

Gemini CLI

9.12%
按下载量换算10

安全审计

Gen Agent Trust Hub

可疑

Socket

未通过

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/rajveer-mahida/groovy-skills --skill groovy-skills 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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