菜单
Review work session quality and capture improvements. Use at end of session, after large tasks, after series of errors, or when user asks for session review, retrospective, lessons learned. Records improvements to backlog.
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
Test API endpoints with proper authorization including Basic Auth and session cookies. Use when testing curl requests, checking API responses, getting 401 Unauthorized, session expired errors, or verifying endpoint behavior after changes.
Implement accumulated improvements from improvements-backlog into AI rules and skills. Use when backlog has 5+ items, weekly rule update cycle, 2+ high priority improvements exist, before important releases, when same error repeated 3+ times, when user says implement improvements/process backlog/update rules from errors.
Fix bugs, errors, exceptions, and unexpected behavior. Use when debugging, fixing errors, handling crashes, or when user mentions bug, error, broken, not working, crash, exception, 500 error, Application error, white screen, TypeError, undefined is not a function, or unexpected behavior.
Analyze Claude Code prompt cache efficiency and costs. Use when user asks about cache performance, token usage, session costs, how much a session cost, wants to optimize prompt caching, when costs seem high, when context window is filling up, or mentions cache-analyzer/cache hits/token costs/session metrics/cost analysis.
Review code for quality, security, and maintainability. Use when reviewing pull requests, examining code changes, doing QA checks, architecture review, or CTO review. Also trigger for COMPLEX tasks affecting more than 5 files, API contract changes, or data migrations.
Create new skills, modify and improve existing skills, create or update AI rules. Use when creating rules, building skills, adding coding standards, updating .claude/rules/ or .claude/skills/, converting Cursor rules to Claude Code, measuring skill performance, running evals, or optimizing skill descriptions.
| name | session-review |
| description | Review work session quality and capture improvements. Use at end of session, after large tasks, after series of errors, or when user asks for session review, retrospective, lessons learned. Records improvements to backlog. |
| Situation | Apply? |
|---|---|
| After completing a feature | YES |
| After a complex bug fix | YES |
| After 2+ hours of work | YES |
| After series of errors | MANDATORY |
| Before ending the day | Recommended |
## SESSION REVIEW: [date]
### 1. SUMMARY
- **Task:** [what was done]
- **Time:** [how long]
- **Status:** done/partial/failed
### 2. WHAT WENT WELL
- [what helped]
### 3. WHAT WENT WRONG
- [where got stuck]
- [what errors occurred]
### 4. GAPS IN INSTRUCTIONS
- [what was missing]
### 5. IMPROVEMENT
**Problem:** [what went wrong]
**Root Cause:** [why]
**Proposal:** [what to add to instructions]
**File:** [which .mdc to change]
After each error, record:
## ERROR LOG
**Error:** [what happened]
**Root Cause:** [why]
**Fix:** [what was done]
**Prevention:** [how to avoid in future]
**Rule Gap:** [what instruction was missing]
Write improvements to .cursor/data/improvements-backlog.md.