菜单
Debug production issues using cloud logs, CLI tools, error tracking, and database access. Use when debugging production errors, investigating service or job failures, or diagnosing masked errors in production.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Validate the branch diff against the task's acceptance criteria before marking it done. Use when implementation looks complete, before a status update to done/awaiting_review, or when the user asks "did we cover everything?"
One-pass AI code review of a PR or branch diff (tech-lead style). Use when the user asks for a code review, PR review, AI review, or wants code quality, architecture, bugs, and patterns reviewed.
Simplify changed code in a PR or branch for readability while preserving behavior. Use when the user asks to simplify code, reduce complexity, clean up a PR, or improve readability of recent changes.
Capture new project-specific learnings into context files. Runs during reviews or after debugging to evolve the project's skill knowledge base. Use when the thread reveals patterns, anti-patterns, conventions, or codebase gotchas that should be remembered.
Debug pipeline: investigate (prod or local) → fix-issues → scoped polish (deslop + code-simplify) → pattern-check → kestral-sync retroactive capture. Only invoked by the kstack subagent.
Capture the decision when a spike, prototype, or investigation concludes. Use when a prototype or spike wraps up, the user makes a go/no-go call after de-risking, or an investigation answers its question — prompts "what did you decide?" and writes the decision + rationale to the task tracker.
Debug production issues using cloud logs, CLI tools, error tracking, and database access. Use when debugging production errors, investigating service or job failures, or diagnosing masked errors in production.
# Copy this command into Claude Code to install this skill
/plugin add https://github.com/Kestral-Team/kstack/tree/main/.agents/skills/debug-prod
For more information, visit the GitHub repository.