Pre-merge ship check for AI/agent-generated diffs. Use on uncommitted changes or PRs written mostly by agents, or Chinese "Agent 改动能不能合", "AI PR 检查", "上线前检查". Focus on ship risk, not style nits.
EnglishTurn a customer bug report into a failing automated test before fixing. Use on tickets or Chinese "先写失败测试", "bug 转测试", "红灯测试". Red-first discipline for AI coders.
EnglishSafely remove dead code left by agents or refactors. Use when deleting exports, unused files, or Chinese "删死代码", "unused", "安全删除". Evidence before delete.
EnglishManage feature flag add, rollout, and removal. Use when introducing flags or cleaning old flags, or Chinese "特性开关", "feature flag", "灰度", "删 flag". Prevent eternal flags.
EnglishDecide if a failing test is flaky or a real regression. Use on intermittent CI failures, or Chinese "flaky", "偶发失败", "是不是不稳定测试". Practical triage workflow.
EnglishBuild a minimal reproduction package for a bug. Use when debugging prod issues, writing GitHub issues, or Chinese "最小复现", "repro", "怎么复现". Shrink to smallest steps.
EnglishRedact secrets and PII before sending text to an AI or committing. Use when pasting logs, env files, traces, or screenshots text, or Chinese "脱敏", "密钥", "token", "别把密码给 AI", "redact". Practical privacy guard for AI coding sessions.
EnglishRoute ship/delivery guard work after AI coding. Use when checking if an agent diff is safe to merge, redacting secrets, flaky tests, repro packs, feature flags, env drift, or Chinese "能不能合", "上线检查", "脱敏", "flaky", "最小复现", "特性开关", "环境变量对不上". Do NOT use for multi-model routing or request splitting to cheap models.
English
AGENT SKILLS ATLASIncludes Agent Diff Ship Check, Customer Bug to Failing Test, Dead Code Safe Delete, and other workflows.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Agent Diff Ship Check
Pre-merge ship check for AI/agent-generated diffs. Use on uncommitted changes or PRs written mostly by agents, or Chinese "Agent 改动能不能合", "AI PR 检查", "上线前检查". Focus on ship risk, not style nits.
Customer Bug to Failing Test
Turn a customer bug report into a failing automated test before fixing. Use on tickets or Chinese "先写失败测试", "bug 转测试", "红灯测试". Red-first discipline for AI coders.
Dead Code Safe Delete
Safely remove dead code left by agents or refactors. Use when deleting exports, unused files, or Chinese "删死代码", "unused", "安全删除". Evidence before delete.
Feature Flag Lifecycle
Manage feature flag add, rollout, and removal. Use when introducing flags or cleaning old flags, or Chinese "特性开关", "feature flag", "灰度", "删 flag". Prevent eternal flags.
Flake Vs Bug Triage
Decide if a failing test is flaky or a real regression. Use on intermittent CI failures, or Chinese "flaky", "偶发失败", "是不是不稳定测试". Practical triage workflow.
Minimal Repro Pack
Build a minimal reproduction package for a bug. Use when debugging prod issues, writing GitHub issues, or Chinese "最小复现", "repro", "怎么复现". Shrink to smallest steps.
Secret Redact Before AI
Redact secrets and PII before sending text to an AI or committing. Use when pasting logs, env files, traces, or screenshots text, or Chinese "脱敏", "密钥", "token", "别把密码给 AI", "redact". Practical privacy guard for AI coding sessions.
Using Ship Guard Skills
Route ship/delivery guard work after AI coding. Use when checking if an agent diff is safe to merge, redacting secrets, flaky tests, repro packs, feature flags, env drift, or Chinese "能不能合", "上线检查", "脱敏", "flaky", "最小复现", "特性开关", "环境变量对不上". Do NOT use for multi-model routing or request splitting to cheap models.
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
Try it with your agent
After installation, start with a request like:
Use the Agent Diff Ship Check skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
- A coding agent that can access your project files and install skills.
- Your agent checks each skill’s instructions, dependencies, and permissions during setup.
- Reported license for the skills shown: MIT. The author’s terms apply.