一键导入
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior — enforces root cause investigation before proposing fixes.
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。
菜单
Use when encountering any bug, test failure, or unexpected behavior — enforces root cause investigation before proposing fixes.
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
Recognizing context pressure before it degrades output quality.
Writing implementation plans — small testable steps, dependency ordering, upfront risk identification.
Evidence before claims, always — run verification commands and confirm output before making any completion or success claims.
Generate Architecture Decision Records — use when asked to document a decision, create an ADR, record why we chose X, or capture architectural rationale.
Generate a structured changelog from git history — use when asked to create a changelog, release notes, or summarize what changed between versions/tags/branches.
How to write pikit workflow YAML files — steps, loops, branches, interpolation.
| name | systematic-debugging |
| description | Use when encountering any bug, test failure, or unexpected behavior — enforces root cause investigation before proposing fixes. |
NO FIXES WITHOUT ROOT CAUSE INVESTIGATION FIRST
If you haven't completed Phase 1, you cannot propose fixes.
BEFORE attempting ANY fix:
git diff, recent commits, new dependencies, config changes.| Phase | Key Activities | Done when |
|---|---|---|
| 1. Root Cause | Read errors, reproduce, check changes, trace data | Understand WHAT and WHY |
| 2. Pattern | Find working examples, compare | Differences identified |
| 3. Hypothesis | Form theory, test minimally | Confirmed or new hypothesis |
| 4. Implementation | Create test, fix, verify | Bug resolved, tests pass |