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Agent Skill · 研究检索

project-memory(项目记忆)

project-memory 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-memory 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;许可证为 MIT,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 50,488。

总安装 612周安装 25GitHub Stars 142下载 198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-memory(项目记忆)
来源仓库:https://github.com/thebushidocollective/han
仓库路径:skills/project-memory
安装命令:
npx skills add https://github.com/thebushidocollective/han --skill project-memory
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。不同来源提供的安装方式可能略有差异;本站展示可直接复制的安装命令,安装前请核对来源页面。

skills.shnpx skills
npx skills add https://github.com/thebushidocollective/han --skill project-memory

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。

用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中快速定位候选结果。适用于需要根据关键词、任务场景或来源线索进行信息整理的项目环境。通过关键词搜索、来源仓库筛选和结果排序来高效获取目标信息。

安装命令:npx skills add https://github.com/thebushidocollective/han --skill project-memory。建议确认权限范围、维护状态,以及是否会触发联网或文件读写操作。

来源仓库内路径:skills/project-memory

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/thebushidocollective/han --skill project-memor…;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

project-memory 怎么安装?

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

project-memory 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-memory 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。

project-memory 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-memory 用的人多吗?

公开数据是累计安装 612 次,近一周安装 25 次,下载 198 次,GitHub 142 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。

project-memory 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。
  • 3 个目录同时收录,说明这个 Skill 流传比较广。
  • 许可证明确为 MIT,商用和分发边界好判断。
  • 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

  • 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。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

不太适合

  • 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-memory

项目记忆 · 本页

612142需要联网MIT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

Project Memory Skill

Set up and organize Claude Code's project memory system for consistent, context-aware assistance.

Core Principle

Project memory teaches Claude Code how to work with your specific codebase. Well-organized project memory leads to more accurate, consistent, and helpful responses.

Memory Hierarchy

Claude Code reads instructions in this order (higher = more precedence):

  1. Enterprise policy (managed, highest)
  2. User memory (~/.claude/CLAUDE.md)
  3. Project memory (CLAUDE.md in project root)
  4. Modular rules (.claude/rules/*.md)
  5. Local memory (CLAUDE.local.md, gitignored)

Later sources override earlier ones for conflicting instructions.

File Types

CLAUDE.md (Project Root)

Purpose: Primary project instructions, conventions, and context

Location: Project root directory

Visibility: Checked into git, shared with team

Contents:

  • Project overview and architecture
  • Development commands (build, test, lint)
  • Coding conventions and patterns
  • Important constraints or requirements
  • Links to key documentation

.claude/rules/*.md

Purpose: Modular, path-specific rules

Location: .claude/rules/ directory

Visibility: Checked into git

Features:

  • Automatically loaded based on file path
  • Supports subdirectories
  • Can use YAML frontmatter with globs for path-specific targeting

CLAUDE.local.md

Purpose: Personal, machine-specific instructions

Location: Project root directory

Visibility: Should be gitignored

Use cases:

  • Personal preferences
  • Local environment paths
  • Machine-specific configurations
  • Experimental instructions

Setting Up Project Memory

1. Create CLAUDE.md

Start with essential project information:

# Project Name

Brief description of what this project does.

## Development Commands

    # Build
    npm run build

    # Test
    npm test

    # Lint
    npm run lint

## Architecture

- `src/` - Source code
- `tests/` - Test files
- `docs/` - Documentation

## Conventions

- Use TypeScript for all new code
- Follow existing patterns in the codebase
- Run tests before committing

## Key Files

- `src/index.ts` - Main entry point
- `src/config.ts` - Configuration handling

2. Add Modular Rules (Optional)

Create path-specific rules in .claude/rules/:

.claude/
  rules/
    api.md          # Rules for API code
    tests.md        # Rules for test files
    components/
      forms.md      # Rules for form components

3. Path-Specific Rules with Globs

Use YAML frontmatter to target specific paths:

---
paths: ["src/api/**/*.ts", "src/services/**/*.ts"]
---

# API Development Rules

- All API functions must be async
- Always validate input parameters
- Use consistent error response format
- Include JSDoc with @throws annotations

4. Import Syntax

Reference other files from CLAUDE.md:

# Project Instructions

See architecture: @docs/ARCHITECTURE.md
See API guidelines: @docs/API_GUIDELINES.md

Imported files are treated as direct context.

CLAUDE.md Template

# [Project Name]

[One-paragraph description of what this project does]

## Quick Start

    # Install dependencies
    [command]

    # Run development server
    [command]

    # Run tests
    [command]

## Architecture

[Brief overview of project structure]

### Key Directories

- `src/` - [Description]
- `tests/` - [Description]
- `config/` - [Description]

### Key Files

- `src/index.ts` - [Description]
- `src/config.ts` - [Description]

## Development Guidelines

### Code Style

- [Style convention 1]
- [Style convention 2]

### Testing

- [Testing convention 1]
- [Testing convention 2]

### Git Workflow

- [Commit convention]
- [Branch convention]

## Common Tasks

### Adding a New Feature

1. [Step 1]
2. [Step 2]
3. [Step 3]

### Running Tests

    [test command]

## Important Notes

- [Critical constraint or requirement]
- [Security consideration]
- [Performance consideration]

Path-Specific Rules Examples

For API Code

---
paths: ["src/api/**/*.ts"]
---

# API Development Rules

## Request Handling

- Validate all input with zod schemas
- Return consistent error format: `{ error: string, code: string }`
- Always set appropriate HTTP status codes

## Authentication

- All endpoints require auth unless in ALLOWED_PUBLIC_ROUTES
- Use `requireAuth()` middleware

## Response Format

    // Success
    { data: T, meta?: { page, total } }

    // Error
    { error: string, code: string, details?: object }

For Test Files

---
paths: ["**/*.test.ts", "**/*.spec.ts"]
---

# Testing Rules

## Structure

- Use `describe()` for grouping related tests
- Use `it()` with descriptive names: "should [action] when [condition]"
- One assertion per test when possible

## Mocking

- Prefer dependency injection over mocking
- Mock at boundaries (API, database, file system)
- Clear mocks between tests

## Coverage

- All public functions need tests
- Test happy path and error cases
- Include edge cases

For React Components

---
paths: ["src/components/**/*.tsx"]
---

# Component Rules

## Structure

- One component per file
- Export component as default
- Co-locate styles with component

## Props

- Define props interface above component
- Use destructuring in function signature
- Document required vs optional props

## State

- Prefer controlled components
- Lift state up when shared between components
- Use hooks for complex state logic

Best Practices

Keep It Concise

Bad:

## Introduction

This project is a web application that allows users to manage their tasks.
It was started in 2023 and has grown to include many features including
task creation, task editing, task deletion, task filtering, task sorting,
task searching, task sharing, and task exporting...

Good:

Task management web app. Users create, edit, filter, and share tasks.

Be Specific and Actionable

Bad:

Write good code and follow best practices.

Good:

- Use TypeScript strict mode
- Run `npm run lint` before committing
- All functions need JSDoc comments

Include Commands

Bad:

Build the project before deploying.

Good:

    npm run build
    npm run deploy

Use Imports for Long Content

Bad: Everything in one huge CLAUDE.md

Good:

# Project

Quick overview here.

## Detailed Documentation

Architecture: @docs/ARCHITECTURE.md
API Guide: @docs/API.md
Deployment: @docs/DEPLOYMENT.md

Path-Specific Over Generic

Bad:

# CLAUDE.md
When writing tests, always use Jest.
When writing API code, always validate input.
When writing components, always use TypeScript.

Good:

.claude/rules/tests.md     -> Jest rules
.claude/rules/api.md       -> Validation rules
.claude/rules/components.md -> TypeScript rules

When to Update Project Memory

Add New Instructions

  • Onboarding reveals missing context
  • Repeated questions indicate gaps
  • New conventions are established
  • Architecture changes significantly

Review Existing Instructions

  • Code changes make instructions outdated
  • Team feedback indicates confusion
  • Patterns evolve over time

Common Patterns

Monorepo Setup

# Monorepo

## Packages

- `packages/core/` - Core library
- `packages/cli/` - CLI tool
- `packages/web/` - Web application

## Commands

    # Build all packages
    npm run build

    # Test specific package
    npm run test --workspace=packages/core

## Rules

See package-specific rules in each package's `.claude/rules/` directory.

Environment-Specific Notes

Keep in CLAUDE.local.md (gitignored):

# Local Setup Notes

## Environment

- Using Node 20.x
- PostgreSQL running on port 5433 (not default)
- Redis running in Docker

## Personal Preferences

- Prefer verbose test output
- Always run lint before suggesting changes

Integration with Han Plugins

Han plugins can contribute to project memory through hooks:

  • SessionStart hooks can inject plugin-specific context
  • UserPromptSubmit hooks can add reminders about conventions
  • Blueprints complement CLAUDE.md with detailed system documentation

Troubleshooting

Claude Code ignores instructions

  1. Check file location (must be project root for CLAUDE.md)
  2. Check syntax (YAML frontmatter must be valid)
  3. Check glob patterns match the files you're editing
  4. More specific rules override general ones

Rules conflict between files

  • Later in hierarchy wins
  • More specific globs win over general
  • Local overrides project

Performance with large CLAUDE.md

  • Use imports for detailed docs
  • Keep CLAUDE.md focused on essentials
  • Move detailed rules to .claude/rules/

Remember

  1. Start small - Basic commands and conventions first
  2. Be specific - Actionable instructions, not vague guidelines
  3. Stay current - Update when code changes
  4. Use hierarchy - Modular rules for path-specific needs
  5. Test it - Verify Claude Code follows your instructions

Good project memory makes Claude Code a better collaborator.

平台分布

Claude Code

31.23%
按下载量换算62

Codex

23.18%
按下载量换算46

OpenCode

16.84%
按下载量换算33

Antigravity

13.57%
按下载量换算27

windsurf

8.54%
按下载量换算17

Gemini CLI

3.67%
按下载量换算7

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

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。

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。

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