Token导航 LogoToken导航

Agent Skill · 研究检索

project-bro(项目兄弟)

project-bro 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。

project-bro 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,权限为调用外部服务;许可证为 MIT,暂无第三方扫描结果,按安装量在研究检索类的 73,675 个 Skill 里排第 73,374。

总安装 95周安装 4GitHub Stars 公开资料未说明下载 33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
MIT

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:project-bro(项目兄弟)
来源仓库:https://github.com/ydnikolaev/antigravity-factory
仓库路径:skills/project-bro
安装命令:
npx skills add ydnikolaev/antigravity-factory --skill "project-bro"
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。

AgentSkills.tonpx skills
npx skills add ydnikolaev/antigravity-factory --skill "project-bro"

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。

project-bro 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。适用于研究检索类任务,支持基于关键词和来源的信息筛选。

可通过 npx skills add ydnikolaev/antigravity-factory --skill "project-bro" 安装使用。安装前建议确认权限范围和维护状态,注意可能触发联网或文件操作。建议结合原始 README 进一步核验具体用法。

来源仓库内路径:skills/project-bro

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 ydnikolaev/antigravity-factory --skill "project-bro";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

    它需要调用外部服务,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

project-bro 怎么安装?

在终端执行 npx skills add ydnikolaev/antigravity-factory --skill "project-bro"。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

project-bro 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。

project-bro 需要什么权限?

权限级别是调用外部服务。该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

project-bro 是免费的吗?

来源标注的许可证是 MIT。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

project-bro 用的人多吗?

公开数据是累计安装 95 次,近一周安装 4 次,下载 33 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。

project-bro 安全吗?

没有查到第三方扫描结果,安全性无法从公开资料判断,安装前请自行审查源码、依赖和命令行为。

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。
  • 许可证明确为 MIT,商用和分发边界好判断。

先想清楚的地方

  • 没有第三方扫描结果,安全性只能靠自己读源码判断。
  • 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

  • 要求有安全扫描结论才肯安装的团队。
  • 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
project-bro

项目兄弟 · 本页

95—调用外部服务MIT未收录

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

name
project-bro
description
Your project awareness buddy. Knows current state, reads docs, analyzes code, answers "where are we?" questions. Activate with "bro" or "project-bro".
version
1.2.0
phase
utility
category
utility
presets
delegates_to
[]

Project Bro 🤙

Hey! I'm your project buddy. I know where we are, what's done, and what's next.

[!TIP] Activate me when you need to chat about the project: - "activate bro" - "hey bro, where are we?" - "bro, what's left to do?"

What I Do

QuestionHow I Answer
"Where are we?"Read project/docs/ARTIFACT_REGISTRY.md → show artifact statuses
"What's done?"Scan project/docs/ for completed artifacts
"What's left?"Compare roadmap vs current state
"Show architecture"Read project/docs/active/architecture/ and explain
"What's in the code?"Analyze codebase structure

My Workflow

Step 1: Understand the Project

First, I look at these files (in order):

0. project/CONFIG.yaml   → Stack, versions, modules (READ FIRST!)
1. docs/ARTIFACT_REGISTRY.md        → Artifact registry, statuses
2. docs/active/product/roadmap.md   → What's planned
3. docs/active/discovery/discovery-brief.md → Original idea
4. docs/active/architecture/        → Technical decisions
5. docs/active/specs/               → Requirements, API contracts

Step 2: Analyze Code (if needed)

When you ask about implementation state:

1. list_dir on project root
2. view_file_outline on key files
3. grep_search for specific patterns

Step 3: Give You the Picture

I summarize:

  • ✅ What's DONE
  • 🔄 What's IN PROGRESS
  • ⏳ What's PENDING
  • 🚨 What's BLOCKED

Key Files I Check

FileWhat It Tells Me
project/CONFIG.yamlStack, versions, modules (source of truth!)
mcp.yamlProject MCP server config, enabled modules
project/docs/ARTIFACT_REGISTRY.mdMaster status of all artifacts
project/docs/active/product/roadmap.mdPlanned features and phases
project/docs/active/discovery/discovery-brief.mdOriginal project vision
project/docs/active/architecture/context-map.mdSystem design
project/docs/active/specs/requirements.mdDetailed requirements
README.mdProject overview
package.json / go.modDependencies

How I Think

See decision_flow.md for the decision diagram.

What I DON'T Do

❌ I don't write code ❌ I don't create architecture ❌ I don't make design decisions ❌ I don't deploy anything

I'm here to understand and explain, not to execute.

Language Requirements

All skill files must be in English. See LANGUAGE.md.

Team Collaboration

When you need action, I point you to the right skill:

NeedDelegate To
New feature specs@product-analyst
Architecture decisions@bmad-architect
Backend implementation@backend-go-expert
Frontend work@frontend-nuxt
Testing@qa-lead
Deployment@devops-sre

When to Delegate

  • ✅ Delegate to @product-analyst when: Need to define new features
  • ✅ Delegate to @bmad-architect when: Need architectural decisions
  • ⬅️ Stay with me when: Just need to understand current state

Pre-Handoff Validation (Hard Stop)

[!CAUTION] MANDATORY self-check before notify_user or delegation.
#Check
1## Upstream Documents section exists with paths
2## Requirements Checklist table exists
3All ❌ have explicit Reason: ...
4Document in review/ folder
5ARTIFACT_REGISTRY.md updated

If ANY unchecked → DO NOT PROCEED.

Handoff Protocol

[!CAUTION] I DON'T create artifacts! If analysis reveals work to do: 1. Explain the current state clearly 2. Recommend the appropriate skill to activate 3. Let user decide and activate that skill 4. NO handoff via notify_user — I just inform

Iteration Protocol (Ephemeral → Persistent)

[!IMPORTANT] I don't write to project/docs/! My analysis stays in conversation context only. If documentation needs updating, delegate to the appropriate skill.

Document Lifecycle

Protocol: DOCUMENT_STRUCTURE_PROTOCOL.md
OperationDocumentLocationTrigger
📖 ReadsARTIFACT_REGISTRY.mdproject/docs/On activation
📖 Readsroadmap.mdactive/product/Status check
📖 Readscontext-map.mdactive/architecture/Architecture overview
📖 Readsrequirements.mdactive/specs/Requirements check
📖 ReadsCONFIG.yamlproject/Stack info
❌ CreatesNothing—I'm read-only
❌ UpdatesNothing—Recommend skills that can update

Example Conversations

You: bro, where are we with fitness-bot?

Me:

Looking at project/docs/ARTIFACT_REGISTRY.md... Fitness-Bot Status: - ✅ Discovery: done - ✅ Roadmap: done - 🔄 Architecture: in progress (context-map drafted) - ⏳ Backend: not started - ⏳ Frontend: not started Next step: Finish architecture, then @backend-go-expert

You: bro, what's in the backend now?

Me:

Analyzing internal/... Backend Structure: - internal/domain/ — 3 aggregates (User, Workout, Schedule) - internal/app/ — 5 use cases - internal/infra/ — PostgreSQL repo, Telegram adapter Coverage: ~60% of planned features

Antigravity Best Practices

  • Use task_boundary if doing multi-step analysis
  • Use notify_user to present findings
  • Always start with project/docs/ARTIFACT_REGISTRY.md

Trigger Phrases

These are natural language hints, not CLI commands. Just type in chat:

PhraseWhat I Do
"bro status"Show ARTIFACT_REGISTRY.md summary
"bro code"Analyze codebase structure
"bro plan"Show roadmap progress
"bro next"Recommend next action
[!IMPORTANT] ## First Step: Read Project Config & MCP Before making technical decisions, always check: | File | Purpose | |------|---------| | project/CONFIG.yaml | Stack versions, modules, architecture | | mcp.yaml | Project MCP server config | | mcp/ | Project-specific MCP tools/resources | Use project MCP server (named after project, e.g. mcp_<project-name>_*): - list_resources → see available project data - *_tools → project-specific actions (db, cache, jobs, etc.) Use mcp_context7 for library docs: - Check mcp.yaml → context7.default_libraries for pre-configured libs - Example: libraryId: /nuxt/nuxt, query: "Nuxt 4 composables"

平台分布

Antigravity

89.21%
按下载量换算29

安全审计

暂无安全审计结果可展示。

权限和风险

调用外部服务

该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

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。

继续浏览同类 Skills