/improvement-loop

/creo-memories:improvement-loop [cadence]

引数: daily | weekly | biweekly | quarterly | --incident "<description>"

省略時: biweekly (primary cadence)

実行手順

1. Cadence 判定 + checklist read

引数 $1 を判定:

• daily → creo-memories/reference/improvement-loop/daily.md を読む
• weekly → creo-memories/reference/improvement-loop/weekly.md
• biweekly (default) → creo-memories/reference/improvement-loop/biweekly.md
• quarterly → creo-memories/reference/improvement-loop/quarterly.md
• --incident → creo-memories/reference/improvement-loop/incident-triggered.md

2. 前提 (consumes) を fetch

各 cadence は下位 cadence の output を consume:

• weekly: 直近 7 日の daily output (memory query)
• biweekly: 直近 14 日の weekly output × 2
• quarterly: 直近 90 日の biweekly output × 6 + Loop Dashboard 全 history

// 例: biweekly が consume する weekly output を fetch
mcp__creo-memories__search({
  query: 'Weekly Loop',
  scope: 'project',
  filter: { fromDate: '14 days ago', conceptIds: ['weekly-loop'] },
  limit: 2
})

3. Checklist の各 item を順序通り実行

skip しない。 「該当無し」 でも明示的にチェックして memo。

4. Findings を ICE で score

各 finding を:

• Impact (1-5): 解消した時の効果
• Confidence (1-5): 改善 hypothesis の確度
• Ease (1-5): 実装コスト (高=容易)

Score = I × C × E

5. Action chain closure (mandatory)

全 finding に verdict:

• Score >= 60 → now (即実装)
• Score 25-59 → next-cycle (Issue / memory pending)
• Score < 25 → drop (drop reason 明記)

「maybe later」 「TBD」 は 禁止。 全 finding を mechanically closure。

6. User confirmation (action 実施前)

top 3 candidate を user に提示:

• now verdict 候補 (即実装) — 内容 + diff preview
• next-cycle 候補 — Issue 化 / memory pending する内容
• drop 候補 — drop reason

user confirmation で action 確定。 confirmed のみ実施。

7. Action 実施

• now: 直接 patch / PR draft / memory action
• next-cycle: Linear issue 起票 (mcp__linear-chronista__save_issue) OR memory remember (status:'todo')
• drop: drop reason memo (将来「なぜ drop した」 を traceable に)

8. Loop Dashboard 更新 (rolling)

// dashboard を search
const dashboard = await mcp__creo-memories__search({
  query: 'Creo Memories Improvement Dashboard',
  scope: 'project',
  limit: 1
})

// rolling update (新 entry 追加、 11 件目以降 truncate)
await mcp__creo-memories__update_memory({
  id: dashboard.id,
  content: <updated body>
})

9. 詳細 memory 作成

cadence 別の详细 output memory:

mcp__creo-memories__remember({
  content: `# {Cadence} Loop YYYY-MM-DD\n\n## Findings (ICE)\n{table}\n\n## Action chain\n- now: ...\n- next-cycle: ...\n- drop: ...\n\n## Convergence\n- prev: N, this: M, trend: ↑/↓/→\n\n## Notes\n- ...`,
  category: 'learning',
  conceptIds: ['{cadence}-loop', 'YYYY-MM-DD'],
  atlasId: '<meta-atlas>'
})

10. Dashboard ↔ detail link

mcp__creo-memories__link({
  from: dashboard.id,
  to: detailMemory.id,
  relation: 'extends'
})

引数 examples

Command	動作
/creo-memories:improvement-loop	default biweekly (~75 min)
/creo-memories:improvement-loop daily	daily light (~5 min)
/creo-memories:improvement-loop weekly	weekly focused (~20 min)
/creo-memories:improvement-loop quarterly	strategic + meta (~3 h)
/creo-memories:improvement-loop --incident "<desc>"	ad-hoc 緊急 (~30 min)

Output

• Loop Dashboard memory が rolling update
• 詳細 memory (cadence 別) が作成、 dashboard と link
• now verdict items が即実装済 (PR / memory / patch)
• next-cycle verdict items が Linear issue / memory に積まれる
• drop verdict items の drop reason が memo

重要

• 各 cadence の 時間制約厳守 (daily 5min / weekly 20min / biweekly 75min / quarterly 3h)
• Action chain closure mandatory
• ICE prioritization で「あった方が良い」 を mechanically filter
• Dashboard rolling pattern で memory noise を avoid

関連

• Self-improvement loop overview
• Dashboard Pattern
• Incident-triggered