Claude编码最佳实践 是 AI Skill Hub 本期精选Agent工作流之一。在 GitHub 上收获超过 52.9k 颗 Star,综合评分 8.5 分,整体质量较高。我们强烈推荐将其纳入你的 AI 工具库,帮助提升工作效率。
一套开源AI工作流框架,指导开发者从随意编码升级到专业智能体工程实践。通过实战示例和最佳实践,帮助AI工程师、提示词工程师和全栈开发者掌握Claude高效使用技巧,构建生产级AI应用。
Claude编码最佳实践 是一套完整的 AI Agent 自动化工作流方案。通过可视化的节点编排,将复杂的多步骤任务拆解为清晰的自动化流程,实现全程无人值守的智能处理。支持与数百种外部服务和 API 无缝集成,适合构建数据处理管线、业务自动化和 AI 辅助决策系统。
一套开源AI工作流框架,指导开发者从随意编码升级到专业智能体工程实践。通过实战示例和最佳实践,帮助AI工程师、提示词工程师和全栈开发者掌握Claude高效使用技巧,构建生产级AI应用。
Claude编码最佳实践 是一套完整的 AI Agent 自动化工作流方案。通过可视化的节点编排,将复杂的多步骤任务拆解为清晰的自动化流程,实现全程无人值守的智能处理。支持与数百种外部服务和 API 无缝集成,适合构建数据处理管线、业务自动化和 AI 辅助决策系统。
# 克隆仓库 git clone https://github.com/shanraisshan/claude-code-best-practice cd claude-code-best-practice # 查看安装说明 cat README.md # 按 README 完成环境依赖安装后即可使用
# 查看帮助 claude-code-best-practice --help # 基本运行 claude-code-best-practice [options] <input> # 详细使用说明请查阅文档 # https://github.com/shanraisshan/claude-code-best-practice
# claude-code-best-practice 配置说明 # 查看配置选项 claude-code-best-practice --config-example > config.yml # 常见配置项 # output_dir: ./output # log_level: info # workers: 4 # 环境变量(覆盖配置文件) export CLAUDE_CODE_BEST_PRACTICE_CONFIG="/path/to/config.yml"
from vibe coding to agentic engineering - practice makes claude perfect
-white?style=flat&labelColor=555) <a href="https://github.com/shanraisshan/claude-code-best-practice/stargazers"><img src="https://img.shields.io/github/stars/shanraisshan/claude-code-best-practice?style=flat&label=%E2%98%85&labelColor=555&color=white" alt="GitHub Stars"></a><br>
<br> <img src="!/tags/a.svg" height="14"> = Agents · <img src="!/tags/c.svg" height="14"> = Commands · <img src="!/tags/s.svg" height="14"> = Skills
<p align="center"> <img src="!/claude-jumping.svg" alt="Claude Code mascot jumping" width="120" height="100"><br> <a href="https://github.com/trending"><img src="!/root/github-trending-day.svg" alt="GitHub Trending #1 Repository Of The Day"></a> </p>
<p align="center"> <img src="!/root/boris-slider.gif" alt="Boris Cherny on Claude Code" width="600"><br> Boris Cherny on X (<a href="https://x.com/bcherny/status/2007179832300581177">tweet 1</a> · <a href="https://x.com/bcherny/status/2017742741636321619">tweet 2</a> · <a href="https://x.com/bcherny/status/2021699851499798911">tweet 3</a>) </p>
[!TIP] Visit the How to Use section to take full advantage of this repo.
See orchestration-workflow for implementation details of <img src="!/tags/c.svg" height="14"> Command → <img src="!/tags/a.svg" height="14"> Agent → <img src="!/tags/s.svg" height="14"> Skill pattern.
<p align="center"> <img src="orchestration-workflow/orchestration-workflow.svg" alt="Command Skill Agent Architecture Flow" width="100%"> </p>
<p align="center"> <img src="orchestration-workflow/orchestration-workflow.gif" alt="Orchestration Workflow Demo" width="600"> </p>
claude
/weather-orchestrator
<p align="center"> <img src="!/claude-jumping.svg" alt="section divider" width="60" height="50"> </p>
All major workflows converge on the same architectural pattern: Research → Plan → Execute → Review → Ship
| Name | ★ | Workflow | <img src="!/tags/a.svg" height="14"> | <img src="!/tags/c.svg" height="14"> | <img src="!/tags/s.svg" height="14"> |
|---|---|---|---|---|---|
| [Superpowers](https://github.com/obra/superpowers) | 200k | <img src="https://img.shields.io/badge/brainstorming-ddf4ff" alt="brainstorming" align="middle"> → <img src="https://img.shields.io/badge/using--git--worktrees-ddf4ff" alt="using-git-worktrees" align="middle"> → <img src="https://img.shields.io/badge/writing--plans-ddf4ff" alt="writing-plans" align="middle"> → <img src="https://img.shields.io/badge/subagent--driven--development-fff3b0" alt="subagent-driven-development" align="middle"> → <img src="https://img.shields.io/badge/test--driven--development-fff3b0" alt="test-driven-development" align="middle"> → <img src="https://img.shields.io/badge/requesting--code--review-fff3b0" alt="requesting-code-review" align="middle"> → <img src="https://img.shields.io/badge/verification--before--completion-fff3b0" alt="verification-before-completion" align="middle"> → <img src="https://img.shields.io/badge/finishing--a--development--branch-ddf4ff" alt="finishing-a-development-branch" align="middle"> | 0 | 0 | 14 |
| [Everything Claude Code](https://github.com/affaan-m/everything-claude-code) | 188k | <img src="https://img.shields.io/badge/%2Fecc:plan-ddf4ff" alt="/ecc:plan" align="middle"> → <img src="https://img.shields.io/badge/%2Ftdd-ddf4ff" alt="/tdd" align="middle"> → <img src="https://img.shields.io/badge/%2Fcode--review-ddf4ff" alt="/code-review" align="middle"> → <img src="https://img.shields.io/badge/%2Fsecurity--scan-ddf4ff" alt="/security-scan" align="middle"> → <img src="https://img.shields.io/badge/%2Fe2e-ddf4ff" alt="/e2e" align="middle"> → <img src="https://img.shields.io/badge/merge-ddf4ff" alt="merge" align="middle"> | 48 | 143 | 230 |
| [Spec Kit](https://github.com/github/spec-kit) | 104k | <img src="https://img.shields.io/badge/%2Fspeckit.constitution-ddf4ff" alt="/speckit.constitution" align="middle"> → <img src="https://img.shields.io/badge/%2Fspeckit.specify-ddf4ff" alt="/speckit.specify" align="middle"> → <img src="https://img.shields.io/badge/%2Fspeckit.clarify-ddf4ff" alt="/speckit.clarify" align="middle"> → <img src="https://img.shields.io/badge/%2Fspeckit.plan-ddf4ff" alt="/speckit.plan" align="middle"> → <img src="https://img.shields.io/badge/%2Fspeckit.tasks-ddf4ff" alt="/speckit.tasks" align="middle"> → <img src="https://img.shields.io/badge/%2Fspeckit.implement-ddf4ff" alt="/speckit.implement" align="middle"> | 0 | 9 | 0 |
| [gstack](https://github.com/garrytan/gstack) | 100k | <img src="https://img.shields.io/badge/%2Foffice--hours-ddf4ff" alt="/office-hours" align="middle"> → <img src="https://img.shields.io/badge/%2Fplan--ceo--review-ddf4ff" alt="/plan-ceo-review" align="middle"> → <img src="https://img.shields.io/badge/%2Fplan--eng--review-ddf4ff" alt="/plan-eng-review" align="middle"> → <img src="https://img.shields.io/badge/%2Fplan--design--review-ddf4ff" alt="/plan-design-review" align="middle"> → <img src="https://img.shields.io/badge/%2Fdesign--shotgun-ddf4ff" alt="/design-shotgun" align="middle"> → <img src="https://img.shields.io/badge/%2Fdesign--html-ddf4ff" alt="/design-html" align="middle"> → <img src="https://img.shields.io/badge/%2Freview-ddf4ff" alt="/review" align="middle"> → <img src="https://img.shields.io/badge/%2Fcodex-ddf4ff" alt="/codex" align="middle"> → <img src="https://img.shields.io/badge/%2Fqa-ddf4ff" alt="/qa" align="middle"> → <img src="https://img.shields.io/badge/%2Fship-ddf4ff" alt="/ship" align="middle"> → <img src="https://img.shields.io/badge/%2Fland--and--deploy-ddf4ff" alt="/land-and-deploy" align="middle"> → <img src="https://img.shields.io/badge/%2Fretro-ddf4ff" alt="/retro" align="middle"> | 0 | 0 | 48 |
| [Matt Pocock Skills](https://github.com/mattpocock/skills) | 97k | <img src="https://img.shields.io/badge/%2Fgrill--with--docs-ddf4ff" alt="/grill-with-docs" align="middle"> → <img src="https://img.shields.io/badge/%2Fto--prd-ddf4ff" alt="/to-prd" align="middle"> → <img src="https://img.shields.io/badge/%2Fto--issues-ddf4ff" alt="/to-issues" align="middle"> → <img src="https://img.shields.io/badge/%2Ftriage-ddf4ff" alt="/triage" align="middle"> → <img src="https://img.shields.io/badge/%2Ftdd-fff3b0" alt="/tdd" align="middle"> → <img src="https://img.shields.io/badge/%2Fdiagnose-fff3b0" alt="/diagnose" align="middle"> → <img src="https://img.shields.io/badge/%2Fimprove--codebase--architecture-ddf4ff" alt="/improve-codebase-architecture" align="middle"> → <img src="https://img.shields.io/badge/%2Fzoom--out-ddf4ff" alt="/zoom-out" align="middle"> | 0 | 0 | 28 |
| [Get Shit Done](https://github.com/gsd-build/get-shit-done) | 63k | <img src="https://img.shields.io/badge/%2Fgsd--new--project-ddf4ff" alt="/gsd-new-project" align="middle"> → <img src="https://img.shields.io/badge/%2Fgsd--discuss--phase-ddf4ff" alt="/gsd-discuss-phase" align="middle"> → <img src="https://img.shields.io/badge/%2Fgsd--plan--phase-ddf4ff" alt="/gsd-plan-phase" align="middle"> → <img src="https://img.shields.io/badge/%2Fgsd--execute--phase-ddf4ff" alt="/gsd-execute-phase" align="middle"> → <img src="https://img.shields.io/badge/%2Fgsd--verify--work-fff3b0" alt="/gsd-verify-work" align="middle"> → <img src="https://img.shields.io/badge/%2Fgsd--ship-ddf4ff" alt="/gsd-ship" align="middle"> → <img src="https://img.shields.io/badge/%2Fgsd--complete--milestone-ddf4ff" alt="/gsd-complete-milestone" align="middle"> | 33 | 67 | 0 |
| [OpenSpec](https://github.com/Fission-AI/OpenSpec) | 50k | <img src="https://img.shields.io/badge/%2Fopsx:propose-ddf4ff" alt="/opsx:propose" align="middle"> → <img src="https://img.shields.io/badge/%2Fopsx:apply-ddf4ff" alt="/opsx:apply" align="middle"> → <img src="https://img.shields.io/badge/%2Fopsx:archive-ddf4ff" alt="/opsx:archive" align="middle"> | 0 | 11 | 0 |
| [BMAD-METHOD](https://github.com/bmad-code-org/BMAD-METHOD) | 48k | <img src="https://img.shields.io/badge/bmad--product--brief-ddf4ff" alt="bmad-product-brief" align="middle"> → <img src="https://img.shields.io/badge/bmad--create--prd-ddf4ff" alt="bmad-create-prd" align="middle"> → <img src="https://img.shields.io/badge/bmad--create--architecture-ddf4ff" alt="bmad-create-architecture" align="middle"> → <img src="https://img.shields.io/badge/bmad--create--epics--and--stories-ddf4ff" alt="bmad-create-epics-and-stories" align="middle"> → <img src="https://img.shields.io/badge/bmad--sprint--planning-ddf4ff" alt="bmad-sprint-planning" align="middle"> → <img src="https://img.shields.io/badge/bmad--create--story-fff3b0" alt="bmad-create-story" align="middle"> → <img src="https://img.shields.io/badge/bmad--dev--story-fff3b0" alt="bmad-dev-story" align="middle"> → <img src="https://img.shields.io/badge/bmad--code--review-fff3b0" alt="bmad-code-review" align="middle"> → <img src="https://img.shields.io/badge/bmad--retrospective-ddf4ff" alt="bmad-retrospective" align="middle"> | 0 | 0 | 42 |
| [oh-my-claudecode](https://github.com/Yeachan-Heo/oh-my-claudecode) | 34k | <img src="https://img.shields.io/badge/%2Fdeep--interview-ddf4ff" alt="/deep-interview" align="middle"> → <img src="https://img.shields.io/badge/%2Fteam-ddf4ff" alt="/team" align="middle"> → <img src="https://img.shields.io/badge/team--plan-fff3b0" alt="team-plan" align="middle"> → <img src="https://img.shields.io/badge/team--prd-fff3b0" alt="team-prd" align="middle"> → <img src="https://img.shields.io/badge/team--exec-fff3b0" alt="team-exec" align="middle"> → <img src="https://img.shields.io/badge/team--verify-fff3b0" alt="team-verify" align="middle"> → <img src="https://img.shields.io/badge/team--fix-fff3b0" alt="team-fix" align="middle"> → <img src="https://img.shields.io/badge/%2Fralph-ddf4ff" alt="/ralph" align="middle"> → <img src="https://img.shields.io/badge/merge-ddf4ff" alt="merge" align="middle"> | 19 | 0 | 39 |
| [agent-skills](https://github.com/addyosmani/agent-skills) | 27k | <img src="https://img.shields.io/badge/%2Fspec-ddf4ff" alt="/spec" align="middle"> → <img src="https://img.shields.io/badge/%2Fplan-ddf4ff" alt="/plan" align="middle"> → <img src="https://img.shields.io/badge/%2Fbuild-ddf4ff" alt="/build" align="middle"> → <img src="https://img.shields.io/badge/%2Ftest-ddf4ff" alt="/test" align="middle"> → <img src="https://img.shields.io/badge/%2Freview-ddf4ff" alt="/review" align="middle"> → <img src="https://img.shields.io/badge/%2Fship-ddf4ff" alt="/ship" align="middle"> | 3 | 7 | 21 |
| [Compound Engineering](https://github.com/EveryInc/compound-engineering-plugin) | 17k | <img src="https://img.shields.io/badge/%2Fce--ideate-ddf4ff" alt="/ce-ideate" align="middle"> → <img src="https://img.shields.io/badge/%2Fce--brainstorm-ddf4ff" alt="/ce-brainstorm" align="middle"> → <img src="https://img.shields.io/badge/%2Fce--plan-ddf4ff" alt="/ce-plan" align="middle"> → <img src="https://img.shields.io/badge/%2Fce--work-ddf4ff" alt="/ce-work" align="middle"> → <img src="https://img.shields.io/badge/%2Fce--code--review-ddf4ff" alt="/ce-code-review" align="middle"> → <img src="https://img.shields.io/badge/%2Fce--debug-fff3b0" alt="/ce-debug" align="middle"> → <img src="https://img.shields.io/badge/%2Fce--optimize-fff3b0" alt="/ce-optimize" align="middle"> → <img src="https://img.shields.io/badge/%2Fce--compound-ddf4ff" alt="/ce-compound" align="middle"> → <img src="https://img.shields.io/badge/%2Fce--compound--refresh-fff3b0" alt="/ce-compound-refresh" align="middle"> | 49 | 4 | 38 |
| [HumanLayer](https://github.com/humanlayer/humanlayer) | 11k | <img src="https://img.shields.io/badge/%2Fcreate__plan-ddf4ff" alt="/create_plan" align="middle"> → <img src="https://img.shields.io/badge/%2Fvalidate__plan-ddf4ff" alt="/validate_plan" align="middle"> → <img src="https://img.shields.io/badge/%2Fimplement__plan-ddf4ff" alt="/implement_plan" align="middle"> → <img src="https://img.shields.io/badge/%2Fiterate__plan-fff3b0" alt="/iterate_plan" align="middle"> → <img src="https://img.shields.io/badge/%2Flocal__review-ddf4ff" alt="/local_review" align="middle"> → <img src="https://img.shields.io/badge/%2Fcommit-ddf4ff" alt="/commit" align="middle"> | 6 | 27 | 0 |
Note: yellow tags are sub-loops — steps that repeat inside a parent step (e.g. per task, per story, or until a verify condition passes).
Use Claude Code together with other models — Codex, Gemini, GPT, Kimi, DeepSeek, local — via three mechanisms:
/codex:review)Methodology: Cross-Model (Claude Code + Codex) Workflow — manual two-terminal flow with Plan in Claude, QA-Review in Codex.
| Name | ★ | Type | Bridges to | What it does |
|---|---|---|---|---|
| [musistudio/claude-code-router](https://github.com/musistudio/claude-code-router) | 34k | Router | OpenRouter, DeepSeek, Ollama, Gemini, Kimi, Qwen, Groq, +more | Routes Claude Code's API to any compatible provider, with per-task model selection |
| [router-for-me/CLIProxyAPI](https://github.com/router-for-me/CLIProxyAPI) | 32k | Router | Gemini CLI, Codex, Claude Code, Antigravity | Wraps each CLI as an OpenAI/Gemini/Claude/Codex-compatible API service |
| [openai/codex-plugin-cc](https://github.com/openai/codex-plugin-cc) | 18k | Plugin | Codex / GPT-5 | Official OpenAI plugin: /codex:review, /codex:adversarial-review, /codex:rescue inside Claude Code |
| [BeehiveInnovations/pal-mcp-server](https://github.com/BeehiveInnovations/pal-mcp-server) | 12k | MCP | Gemini, OpenAI, Azure, Grok, Ollama, OpenRouter (50+ models) | Multi-model MCP server (formerly zen-mcp-server) — call other models as Claude tools |
<p align="center"> <img src="!/claude-jumping.svg" alt="section divider" width="60" height="50"> </p>
高人气开源项目,系统化展示Claude工程实践全景。涵盖从基础到进阶内容,代码示例丰富实用。社区活跃度高,持续迭代更新,是学习现代AI工程的优质参考资源。
AI Skill Hub 为第三方内容聚合平台,本页面信息基于公开数据整理,不对工具功能和质量作任何法律背书。
建议在沙箱或测试环境中充分验证后,再部署至生产环境,并做好必要的安全评估。
✅ MIT 协议 — 最宽松的开源协议之一,可自由商用、修改、分发,仅需保留版权声明。
经综合评估,Claude编码最佳实践 在Agent工作流赛道中表现稳健,质量优秀。如果你已有明确的使用需求,可以直接上手体验;如果还在评估阶段,建议对比同类工具后再做决策。
| 原始名称 | claude-code-best-practice |
| 原始描述 | 开源AI工作流:from vibe coding to agentic engineering - practice makes claude perfect。⭐52.9k · HTML |
| Topics | AI工作流智能体工程编码实践Claude优化工程最佳实践 |
| GitHub | https://github.com/shanraisshan/claude-code-best-practice |
| License | MIT |
| 语言 | HTML |
收录时间:2026-05-14 · 更新时间:2026-05-16 · License:MIT · AI Skill Hub 不对第三方内容的准确性作法律背书。
选择 Agent 类型,复制安装指令后粘贴到对应客户端