awesome-code SKILL.md skillA

awesome-code from huangwb8/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add huangwb8/skills/awesome-code@git:20261017.6ee9a5b

Pins git:20261017.6ee9a5b in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
huangwb8/skills
Path
skills/alpha/awesome-code/SKILL.md
Versions recorded
7
Latest version
git:20261017.6ee9a5b, committed Oct 17, 2026
First version recorded
Aug 25, 2026
Size
13,028 bytes
Repository stars
50
License
MIT

当用户明确要求使用 awesome-code、进行多代理协作或需要复杂任务规划时使用。它负责拆解任务、选择专业角色、设置门禁并审查结果;所有 Agent 的创建、隔离、串行或并行执行都必须交给 `parallel-vibe`。⚠️ 不适用:用户只需单一角色完成简单修改或咨询,或未表达多代理协作意图。.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Awesome Code - AI 自主规划多代理软件开发协调系统

## 目标

当用户明确要求"使用 awesome-code / 多代理协作 / 并行协调开发"时使用。通过脚本收集可用 Agent 摘要、配置约束与 `dispatch_gate`,再由 AI 负责任务拆解、角色选择和策略规划;只要计划使用 Agent,就必须把创建、隔离、串行或并行执行交给 `parallel-vibe`,本 Skill 不得直接创建或调度 Agent。当配置中的 required route agent 缺失时必须阻塞继续执行。⚠️ 不适用:用户仅需单一角色的简单修改或咨询、用户未表达多代理协作意图、用户只是了解技能概念。

## 流程

### 输入

输入为用户的复杂开发任务、项目根目录和可用 Agent 配置;可选输入包括 `config.yaml` 的 required route、`parallel-vibe` 执行底座、脚本路径和已有任务工作区。仅在用户明确要求多代理/并行协调时触发;复杂开发任务可在获得该授权后由本 Skill 规划,单一角色的局部任务不走本 Skill。

### 执行步骤

#### 执行前置:动态发现技能安装路径(硬编码部分)

在调用任何脚本之前,必须先运行 `scripts/get_path.py` 动态发现真实安装路径,并使用返回的绝对路径执行后续命令(避免硬编码 `~/.claude/skills/` / `.claude/skills/`)。

```bash
python3 ~/.claude/skills/awesome-code/scripts/get_path.py
python3 ~/.codex/skills/awesome-code/scripts/get_path.py
# 或(项目级安装)
python3 .claude/skills/awesome-code/scripts/get_path.py
python3 .codex/skills/awesome-code/scripts/get_path.py
```

从 JSON 输出中读取:
- `skill_root`
- `executable_scripts.*`(例如 `executable_scripts.agent_coordinator`)

#### 核心理念

- 脚本做确定性操作:路径发现、`agents/*/SKILL.md` frontmatter 摘要提取、配置加载、Agent 缺失检查
- AI 做语义判断:理解任务、选择 Agent、决定 single-pass / focused-agent / parallel / sequential 策略
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add huangwb8/skills/awesome-code@sha256:a38c9a212dd1d509

The line at the top of this page pins the label git:20261017.6ee9a5b, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_3yzp6yaced5lphcn.svg)](https://markdownregistry.com/a/art_3yzp6yaced5lphcn)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 7 versions of this file, between Aug 25, 2026 and Oct 17, 2026, about one every 9 days.

versioncommittedcommitsizeaudit
git:20261017.6ee9a5b latest2026-10-17 6ee9a5b 13,028 BA view · diff
git:20260906.d2681a72026-09-06 d2681a7 11,994 BA view · diff
git:20260905.a346b912026-09-05 a346b91 12,215 BA view · diff
git:20260905.7c0ea7c2026-09-05 7c0ea7c 12,176 BA view · diff
git:20260905.8faacfe2026-09-05 8faacfe 11,473 BA view · diff
git:20260905.a39953d2026-09-05 a39953d 10,721 BA view · diff
git:20260825.4f192d92026-08-25 4f192d9 9,523 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (13028 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

huangwb8/skills · 50 stars · license MIT · pushed 2026-10-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_3yzp6yaced5lphcn
GET https://markdownregistry.com/api/v1/resolve?ref=huangwb8/skills/awesome-code
GET https://markdownregistry.com/api/v1/blob/a38c9a212dd1d5094643b6f1942c3636a686d6cf55972deabfa0b02b5d577bf8

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from huangwb8/skills

AGENTS.md AGENTS.md file
huangwb8/skills · AGENTS.md
git:20260912.90bbdcd · audit A · 50 stars
CLAUDE.md CLAUDE.md file
huangwb8/skills · CLAUDE.md
git:20260219.a2200bc · audit A · 50 stars
auto-draw-plot SKILL.md skill
huangwb8/skills · skills/alpha/auto-draw-plot/SKILL.md · 根据用户描述生成高质量绘图 prompt,并按通用、roadmap、schematic 模式通过 BenszAPI 直接完成 gpt-image-2.5-flare、gpt-image-2.5-sunburst、gpt-image-2 或…
git:20260910.448010a · audit A · 50 stars
auto-test-code SKILL.md skill
huangwb8/skills · skills/alpha/auto-test-code/SKILL.md · 当用户明确要求测试代码、代码审查或代码自检时使用。系统化发现并验证代码问题。⚠️ 不适用:用户只是想实现或优化功能、询问代码问题,或没有明确测试意图。
git:20260906.d2681a7 · audit A · 50 stars
auto-test-project SKILL.md skill
huangwb8/skills · skills/alpha/auto-test-project/SKILL.md · 当用户明确要求“测试项目”、 “运行 auto-test-project”或“进行项目级测试”时使用。对完整项目执行多轮 A 轮批判性测试与 B 轮质量检查,发现、记录、修复并验证问题。⚠️…
git:20260906.d5147b3 · audit A · 50 stars
auto-test-skill SKILL.md skill
huangwb8/skills · skills/alpha/auto-test-skill/SKILL.md · 当用户明确要求测试 Skill、运行 auto-test 或对 Skill 进行批判性测试时使用。系统化发现、记录并验证 Skill 问题。⚠️ 不适用:用户只是想开发或优化 Skill,或没有明确测试意图。
git:20260915.3df7249 · audit A · 50 stars
backend-specialist SKILL.md skill
huangwb8/skills · skills/alpha/awesome-code/agents/backend-specialist/SKILL.md · 后端开发专家。精通 Node.js/Python/Go/Rust 等后端技术栈,专注于 API 设计、数据库优化、认证授权、微服务架构和性能调优。用于后端服务开发、API 设计和系统架构。
git:20260905.a346b91 · audit A · 50 stars
brainstorming SKILL.md skill
huangwb8/skills · skills/alpha/awesome-code/agents/brainstorming/SKILL.md · 当用户明确要求"使用 brainstorming"或"使用 awesome-code"时使用。⚠️ 不适用:用户只是想优化/改进某个功能(应直接修改)、只是询问技能问题(应直接回答)、没有明确使用…
git:20260905.a346b91 · audit A · 50 stars
code-reviewer SKILL.md skill
huangwb8/skills · skills/alpha/awesome-code/agents/code-reviewer/SKILL.md · 用于审查已完成的工作、重大功能或合并前的变更,核对需求并按严重程度识别风险。未经审查不得合并。
git:20260906.d2681a7 · audit A · 50 stars
context-optimizer SKILL.md skill
huangwb8/skills · skills/alpha/awesome-code/agents/context-optimizer/SKILL.md · 上下文优化专家。专注于长对话中的上下文管理、token 效率和性能优化。解决 lost-in-middle、context poisoning 等问题,提升 AI 代理在复杂任务中的表现。
git:20260906.d2681a7 · audit A · 50 stars
devops-specialist SKILL.md skill
huangwb8/skills · skills/alpha/awesome-code/agents/devops-specialist/SKILL.md · DevOps 与运维专家。精通 CI/CD、容器化、编排、基础设施即代码、监控告警和自动化部署。用于构建高效、可靠的软件交付流水线和运维系统。
git:20260905.a346b91 · audit A · 50 stars
documentation-specialist SKILL.md skill
huangwb8/skills · skills/alpha/awesome-code/agents/documentation-specialist/SKILL.md · 文档专家。专注于技术文档编写、API 文档生成、README 优化和文档维护。提供清晰的文档结构、规范的格式和用户友好的内容。
git:20260905.a346b91 · audit A · 50 stars

Every file in huangwb8/skills

Browse by kind, by grade A, or by owner.