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Agent Skill · 研究检索

leanspec-development(精益规范开发)

leanspec-development 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。

leanspec-development 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 46,384。

总安装 783周安装 32GitHub Stars 236下载 253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:leanspec-development(精益规范开发)
来源仓库:https://github.com/codervisor/lean-spec
仓库路径:skills/leanspec-development
安装命令:
npx skills add https://github.com/codervisor/lean-spec --skill leanspec-development
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/codervisor/lean-spec --skill leanspec-development

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。

leanspec-development 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词快速定位候选结果时使用。适用于研究检索类任务,可结合来源仓库和原始 README 核验具体用法。

通过 npx skills add 命令从 GitHub 安装,需确认权限范围和维护状态。使用前建议检查是否会触发联网、命令执行或文件读写操作。当前维护状态和稳定性需结合仓库活跃度进一步确认。

来源仓库内路径:skills/leanspec-development

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/codervisor/lean-spec --skill leanspec-developm…;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

leanspec-development 怎么安装?

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

leanspec-development 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。

leanspec-development 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/codervisor/lean-spec --skill leanspec-development 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。

leanspec-development 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。

leanspec-development 用的人多吗?

公开数据是累计安装 783 次,近一周安装 32 次,下载 253 次,GitHub 236 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。

leanspec-development 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
leanspec-development

精益规范开发 · 本页

783236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

LeanSpec Development Skill

Unified guide for all LeanSpec development: coding, commands, publishing, CI/CD, and runner research.

Quick Navigation

GoalReference
Mandatory rules & conventionsRULES.md
Changelog format & workflowChangelog (below)
i18n file locations & patternsI18N.md
Monorepo structure & packagesSTRUCTURE.md
Full release checklistPUBLISHING.md
npm distribution architectureNPM-DISTRIBUTION.md
Dev publishing workflowDEV-PUBLISHING.md
CI workflow detailsCI-WORKFLOWS.md
gh CLI command referenceCI-COMMANDS.md
CI troubleshootingCI-TROUBLESHOOTING.md
Runner ecosystem catalogrunners-catalog.md

Core Principles

  1. Use pnpm — Never npm or yarn
  2. DRY — Extract shared logic, avoid duplication
  3. Test What Matters — Business logic and data integrity, not presentation
  4. Leverage Turborepo — Smart caching (19s → 126ms builds)
  5. i18n is MANDATORY — Every user-facing string needs both en AND zh-CN (see I18N.md)
  6. Follow Rust Quality — All code must pass cargo clippy -- -D warnings

Commands

Daily Development

pnpm install              # Install dependencies
pnpm dev                  # Start web UI + Rust HTTP server
pnpm dev:watch            # Same + auto-rebuild Rust on changes
pnpm dev:web              # Start web UI only
pnpm dev:desktop          # Start desktop app
pnpm build                # Build all TS packages
pnpm build:rust           # Build Rust (debug)
pnpm build:rust:release   # Build Rust (release)
pnpm typecheck            # ← NEVER SKIP before marking work complete
pnpm test                 # Run all tests
pnpm test:watch           # Watch mode
pnpm test:coverage        # With coverage
pnpm test:rust            # Rust tests only
pnpm format               # Format all code
pnpm cli                  # Run LeanSpec CLI

Validation

pnpm pre-push             # Quick: typecheck + clippy
pnpm pre-release          # Full: build + typecheck + test + lint

⚠️ Always run pnpm typecheck before marking work complete.

Rust

pnpm build:rust           # Debug build
pnpm build:rust:release   # Release build
pnpm check:rust           # Quick check without building
pnpm lint:rust            # Clippy with warnings as errors
pnpm format:rust          # Format Rust code
pnpm format:rust:check    # Check Rust formatting

# Low-level
cargo build --manifest-path rust/Cargo.toml
node scripts/copy-rust-binaries.mjs --debug

Documentation

pnpm docs:dev             # Start docs dev server
pnpm docs:build           # Build docs site

Desktop

pnpm dev:desktop          # Start desktop app in dev mode
cd packages/desktop
pnpm bundle:linux         # Debian package
pnpm bundle:macos         # DMG
pnpm bundle:windows       # NSIS installer

Critical Rules

Rules enforced by hooks or CI:

  1. Light/Dark Theme — ALL UI must support both themes
  2. i18n — Update BOTH en and zh-CN → I18N.md ⚠️ commonly forgotten
  3. Regression Tests — Bug fixes MUST include failing-then-passing tests
  4. Rust Quality — Must pass cargo clippy -- -D warnings
  5. Rust Params Structs — Functions with >7 args must use a params struct (enforced by clippy.toml)
  6. Use shadcn/ui — No native HTML form elements
  7. cursor-pointer — All clickable items must use cursor-pointer

See RULES.md for complete requirements.


Publishing & Releases

Production Release (Recommended)

# 1. Update version (root only)
npm version patch  # or minor/major

# 2. Sync all packages
pnpm sync-versions

# 3. Validate everything
pnpm pre-release

# 4. Commit and push with tags
git add .
git commit -m "chore: release vX.X.X"
git push --follow-tags

# 5. Create GitHub Release (triggers publish workflow)
gh release create vX.X.X --title "vX.X.X" --notes "Release notes here"

Development Release

# Publish dev version via GitHub Actions
gh workflow run publish.yml --field dev=true

# Dry run (validates without publishing)
gh workflow run publish.yml --field dev=true --field dry_run=true

# Install and test
npm install -g lean-spec@dev
lean-spec --version

Version Management

  • Root package.json is the single source of truth for versions
  • pnpm sync-versions propagates to all packages (including Rust crates)
  • CI automatically validates version alignment
  • Never manually edit package versions — use npm version + pnpm sync-versions

Distribution Architecture

LeanSpec uses optional dependencies for platform-specific Rust binaries:

TypePackages
Main (published)lean-spec, @leanspec/mcp, @leanspec/ui
Platform (published)@leanspec/cli-{platform}, @leanspec/mcp-{platform} (5 platforms each)
Internal (not published)@leanspec/desktop, @leanspec/ui-components

⚠️ Platform packages MUST be published before main packages. The CI workflow handles this automatically.

See PUBLISHING.md and NPM-DISTRIBUTION.md for details.


Changelog

Update CHANGELOG.md following Keep a Changelog format and Semantic Versioning.

Discovering Changes

# Commits since last tag
git log $(git describe --tags --abbrev=0)..HEAD --oneline

# Files changed since last release
git diff $(git describe --tags --abbrev=0)..HEAD --stat

Entry Format

Only include shipped/implemented changes — not planned specs, drafts, or WIP.

Add under ## [Unreleased] using these categories: Added, Changed, Fixed, Deprecated, Removed, Security, Technical.

- **Feature Name** ([spec 123](https://web.lean-spec.dev/specs/123)) - Brief description
  - Sub-bullet with implementation details

Writing Style

  1. Bold feature name followed by description
  2. Link related specs when applicable
  3. Present tense — "Adds support for..." not "Added"
  4. Be specific — include command names, flag names, component names
  5. Group related changes under single bullet with sub-bullets
  6. Include breaking changes with Breaking: prefix

Creating a Release

  1. Move entries from [Unreleased] to new version: ## [X.Y.Z] - YYYY-MM-DD
  2. Add release link at bottom: [X.Y.Z]: https://github.com/codervisor/lean-spec/releases/tag/vX.Y.Z

CI/CD (GitHub Actions)

All workflow interactions use the gh CLI. Check status before triggering new runs; minimum 30s between polls.

Available Workflows

WorkflowFileTriggersPurpose
CIci.ymlpush, PR to mainBuild, test, lint (Node.js + Rust)
Publishpublish.ymlrelease, manualPublish to npm (all platforms)
Desktop Builddesktop-build.ymlpush, PR, manualBuild Tauri desktop apps
Copilot Setupcopilot-setup-steps.ymlpush, PR, manualSetup environment for Copilot agent

Quick Reference

# Check status
gh run list --limit 10
gh run list --workflow ci.yml --limit 5
gh run view <run-id>
gh run watch <run-id>

# Trigger
gh workflow run ci.yml
gh workflow run publish.yml --field dev=true

# Debug failures
gh run view <run-id> --log-failed
gh run rerun <run-id> --failed

# Artifacts
gh run download <run-id>
gh run download <run-id> --name ui-dist

See CI-WORKFLOWS.md, CI-COMMANDS.md, and CI-TROUBLESHOOTING.md for details.


Runner Research

Research AI agent runners to keep LeanSpec's runner registry current as the ecosystem evolves.

Workflow

  1. Read current state: rust/leanspec-core/src/sessions/runner.rs (RunnerRegistry::builtins())
  2. Read catalog: runners-catalog.md
  3. Research via web_search: Config format changes, CLI changes, new env vars, new capabilities, deprecations, new runners
  4. Compare & identify gaps: Cross-reference findings against registry
  5. Report: Minor updates → update catalog directly; major changes → create a spec

Runner Tiers

  1. Tier 1 (high priority): Claude Code, Copilot, Cursor, Windsurf, Codex, Gemini
  2. Tier 2 (medium): Kiro, Amp, Aider, Goose, Continue, Roo Code
  3. Tier 3 (monitor): Droid, Kimi, Qodo, Trae, Qwen Code, OpenHands, Crush, CodeBuddy, Kilo, Augment

Key Source Files

FilePurpose
rust/leanspec-core/src/sessions/runner.rsRunner registry with detection config
schemas/runners.jsonJSON schema for custom runner config
packages/cli/templates/_shared/agents-components/AGENTS.md template components

平台分布

Codex

35.44%
按下载量换算90

Claude

30.35%
按下载量换算77

Cursor

16.06%
按下载量换算41

Gemini CLI

8.84%
按下载量换算22

安全审计

Gen Agent Trust Hub

通过

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/codervisor/lean-spec --skill leanspec-development 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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