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研究 Phase 5：結論判定、寫入 research_log、後續動作。Use when 'log research', '記錄結論', 'research conclusion'.
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Based on SOC occupation classification
自主 CEO 模式。代替使用者監管整個 Agent Team，自主決策研發方向、派工、監控、處理異常。支援 2+ 小時 headless 運行，跨 context window 自動接力。Use when 'supervise', '監管', '自主運行', 'autopilot', '代替我管', 'run team', '幫我盯', '工作幾小時'.
創新 Phase 2：跨域映射 + 數據源評估。分析技術遷移可行性與新數據源 alpha 潛力。Use when 'cross-domain mapping', '跨域映射', 'data source evaluation', '數據源評估'.
創新 Phase 3：POC 原型實作。產出可執行的 proof-of-concept 程式碼。Use when 'build POC', 'prototype', '做原型', 'proof of concept'.
創新 Phase 1：方向偵測 + 前沿掃描。搜論文、GitHub、社群找最新方法。Use when 'frontier scan', '搜論文', 'explore new tech', '前沿掃描'.
創新 Pipeline 指揮官。前沿探索 → 跨域映射 → 數據源評估 → POC 原型 → 可行性裁定。可一鍵跑完或逐步執行。Use when 'innovate', '創新', '新方法', '探索', 'what if we try', '新數據源', '新想法'.
創新 Phase 4：可行性裁定、評分、記錄到 innovation_log、銜接後續。Use when 'innovation verdict', '裁定', 'feasibility score', '可行性評估'.
| name | research-log |
| description | 研究 Phase 5：結論判定、寫入 research_log、後續動作。Use when 'log research', '記錄結論', 'research conclusion'. |
| allowed-tools | Read, Edit, Bash |
讀 docs/research_state.json 取得完整研究歷程。
| 結論 | 條件 |
|---|---|
| ADOPT | Primary metric 達標 + 偏差快篩全 PASS + guardrails 通過 |
| ITERATE | 方向正確但未達標，需調整後重測 |
| REJECT | 未達標或發現根本問題 |
| INCONCLUSIVE | 資料不足或結果模糊 |
追加到 docs/research_log.md：
## [DATE] RB-[XXX]: [Topic]
**Hypothesis**: [一句話]
**Type**: [ALPHA/SIGNAL/DATA/TIMING]
**Result**: [ADOPT/ITERATE/REJECT/INCONCLUSIVE]
### Setup
- Baseline: [描述]
- Treatment: [描述]
- Data period: [start] to [end]
- Sample size: [N trades]
- Branch: `research/<topic>`
### Key Findings
| Metric | Baseline | Treatment | Delta | p-value |
|--------|----------|-----------|-------|---------|
| ... | ... | ... | ... | ... |
### Bias Screen
[5 checks all PASS / FAIL details]
### Conclusion
[2-3 句總結]
### Next Steps
- [ ] [後續動作]
git checkout main
git merge research/<topic>
git push
/research-scope 或 /research-design更新 docs/research_state.json：
{
"status": "completed",
"result": "[ADOPT/ITERATE/REJECT/INCONCLUSIVE]",
"completed_at": "[DATE]"
}
向用戶報告最終結論。