为编码代理设计的主观工作流程——我自己的工作方式、当前最佳实践以及真实项目的经验教训——只在评估显示有效时才保留。

这些技能体现了我如何用代理构建软件：任务范围、对校验构建、让第二个眼睛关注差异、证明界面可行，以及保持CI的绿色。 每个任务都有自身运行和不带自身的;一个不改变结果的技能会被砍掉。 它们可以安装到 Claude Code、Cursor、Codex、Gemini CLI、Copilot、Windsurf、OpenCode 以及任何其他兼容 Agent Skills 的工具中。

你得到了什么

🚀 用一句话写出一篇长片

aw规划工作范围，写一份带密封支票的简短简报，逐步推进直到通过，获得新审视，并开启一份草稿公关。

aw ·autonomous-workflow

🐛 用你手头的设备修复一个漏洞

堆栈追踪、span URL、屏幕录制、工单或直觉：它重现了漏洞，追踪根本原因，修复了失败的测试，并打开草稿PR。

fix-bug ·video-analyser

🔍 发现真实瑕疵的评论

独立发现者标记，核查者过滤，只有有根据的发现才能进入你的PR。

Agent Skills

An opinionated workflow for coding agents — my own way of working, current best practices, and lessons from real projects — kept only where evals show it helps.

These skills encode how I build software with agents: scope the task, build against checks, get a second pair of eyes on the diff, prove the UI works, and keep CI green. Each one is run with and without itself; a skill that doesn’t change the outcome gets cut. They install into Claude Code, Cursor, Codex, Gemini CLI, Copilot, Windsurf, OpenCode, and any other Agent Skills-compatible tool.

git clone https://github.com/mthines/agent-skills.git
cd agent-skills && bash scripts/sync-symlinks.sh

What you get

🚀 Ship a feature from one sentence

aw scopes the job, writes a short brief with sealed checks, builds until they pass, gets a fresh-eyes review, and opens a draft PR.

Add dark mode, all the way to a PR

aw · autonomous-workflow

🐛 Fix a bug from whatever you have

A stack trace, a span URL, a screen recording, a ticket, or a hunch: it reproduces the bug, traces the root cause, fixes it behind a failing test, and opens a draft PR.

/fix-bug 

fix-bug · video-analyser

🔍 Reviews that catch real bugs

Independent finders flag, a verifier filters, and only grounded findings reach your PR. review-loop then fixes or answers every thread until the PR converges; with no PR yet, it reviews the local branch.

/pr-review 42
/review-loop

pr-reviewer · review-loop

✅ Proof the UI actually works

The brief’s spec runs on your local stack or the preview and tries to break the change. Then the telemetry is read back to check that every click reached the API and the database the way it should. Screenshots, recordings, and the reasoning behind each check land in one PR comment. Run setup once per repo; it commits .agents/aw/.

/aw-verify setup
/aw-verify preview 42

aw-verify · ui-verify · telemetry-verify