菜单
Debug failing CI pipelines, containers, and reproduce bugs locally. Use when CI is red, containers won't start, or need to reproduce bugs.
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
| name | ci-debug-workflow |
| description | Debug failing CI pipelines, containers, and reproduce bugs locally. Use when CI is red, containers won't start, or need to reproduce bugs. |
Debug failing CI pipelines, containers, and reproduce bugs locally.
Read CI logs first. Identify:
For bug reports, extract reproduction steps. See bug-thread-extraction.md.
Never fix blind. Reproduce failure before changing code:
# Run same commands CI runs
npm ci && npm test
# Or match CI environment
docker build -t debug-image .
docker run --rm debug-image npm test
Common CI failure patterns in ci-patterns.md:
Container issues in docker-debug.md.
Fix the actual issue, not symptoms:
Push fix and confirm CI passes. Do not mark done until green.
git push && gh run watch
|| true to mask failuresSetup guide for essential MCP servers. Use when configuring MCP servers or when user asks about search, SQLite, or MCP management.
Query Claude Code session analytics from ccrecall database. Use when user asks about token usage, session history, or wants to analyze their Claude Code usage patterns.
High-leverage prompts that challenge Claude's defaults. Use for "grill me", "prove it works", "scrap this", "what would 10x engineer do", "find ways this fails".
Maintain CLAUDE.md files effectively. Use when adding lessons learned, updating conventions, or restructuring project instructions.
Multi-agent orchestration patterns for Claude Code team mode. Use when coordinating teammates, decomposing complex tasks, or managing shared task lists.
Enhanced Research-Plan-Implement workflow with structured phase gates. Use when tackling complex tasks that benefit from a phased approach with user checkpoints.