blueprint-optimize

# Blueprint Optimize - Dual-Layer Memory Crystallization

## Overview

Complete the iteration cycle by syncing status, committing properly, and permanently capturing hard-won lessons in the **dual-layer memory system**:

- `./postmortem/` = Deep case history (detailed analysis)
- `./CLAUDE.md` = High-frequency operating rules (concise directives)

## Core Principle

```
./postmortem/ = 深度病历库 (Deep Case History)
                → 完整的事故分析、root cause、时间线、详细修复
                → 无行数限制，越详细越好

./CLAUDE.md   = 高频手术准则 (High-Frequency Operating Rules)
                → 只有指令和警告，无解释
                → 严格 ≤ 100 行

Rule: 先写病历 (postmortem)，再提炼准则 (CLAUDE.md)
```

## When to Use

- PR has been merged (after `blueprint-review`)
- Ready to close out the iteration
- User mentions "上线", "merge complete", "close ticket", or "记录经验"
- **After any incident, bug, or significant learning**

**Do NOT use when:**
- PR still under review (use `blueprint-review`)
- Still implementing (use `blueprint-develop`)

## Prerequisites

Before invoking this skill, verify:
- [ ] PR merged to main branch
- [ ] All tests passing on main
- [ ] Linear ticket exists and is linked to PR

## Workflow

```dot
digraph blueprint_optimize {
    rankdir=TB;
    node [shape=box];

    start [label="Start: PR Merged" shape=ellipse];
    sync [label="1. Status Sync\n(Linear MCP)"];
    commit [label="2. Final Commit\n(commit-commands)"];
    pm_decision [label="3. PM Decision\n(Need New Postmortem?)" shape=diamond style=filled fillcolor=lightyellow];
    pm_write [label="3a. Write Postmortem\n(./postmortem/)" style=filled fillcolor=lightyellow];
    claude_preview [label="4. CLAUDE.md Preview\n(Extract from PM)" style=filled fillcolor=lightyellow];
    confirm [label="5. Human Confirms" shape=diamond];
    claude_write [label="6. Write to CLAUDE.md"];
    done [label="Iteration Complete" shape=ellipse];

    start -> sync;
    sync -> commit;
    commit -> pm_decision;
    pm_decision -> pm_write [label="Yes: Incident/Bug