aae5913bf2
- company.md：加回前後端工程師（18 agents）、engineering team、完整 .paperclip.yaml 範例、每個 agent 改用表格詳列 Mission/Scope/Forbidden/輸出/Model Tier/Escalation - pipelines.md：市場情報改為每日 08:00 + 20:00 兩次（台股/美股開盤前）、週市場分析和週數據報告改到週日、移除投放 KPI 排程、新增秘書每日摘要排程、新增每日/每週時間軸、新增停損信號 - schemas.md：所有 schema 加上產出者職稱、新增信心指數/恐慌指數/進出場建議、補齊所有缺少的 Schema Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
793 lines
17 KiB
Markdown
793 lines
17 KiB
Markdown
# KingClawArmy - 輸出 Schema 定義
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> 平台：Paperclip
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> 日期：2026-04-10
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每個 agent 的產出必須遵循定義好的 JSON schema，確保一次交齊，減少追問。
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---
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## Finance_Research_Brief.json
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> 產出者：**財經情報研究員**（finance-researcher）
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```json
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{
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"date": "2026-04-10",
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"market": "BTC/USDT",
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"session": "pre_market|post_market|intraday",
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"macro_summary": "總體經濟概況摘要",
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"key_events": [
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{
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"event": "事件描述",
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"time": "2026-04-10T08:30:00+08:00",
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"impact": "bullish|bearish|neutral",
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"severity": "high|medium|low",
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"source": "來源"
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}
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],
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"sentiment": {
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"overall": "bullish|bearish|neutral",
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"confidence_index": 0.0,
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"fear_greed_index": 0.0,
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"rationale": "情緒評分依據"
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},
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"data_sources": ["來源 1", "來源 2"]
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}
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```
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**欄位說明：**
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- `confidence_index`：市場信心指數（0-100，100 = 極度樂觀）
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- `fear_greed_index`：恐慌/貪婪指數（0-100，0 = 極度恐慌，100 = 極度貪婪）
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- `session`：盤前/盤後/盤中，標示這份情報的時間區段
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---
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## Market_Structure_Report.json
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> 產出者：**市場結構研究員**（market-structure-researcher）
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```json
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{
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"date": "2026-04-10",
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"market": "BTC/USDT",
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"timeframes_analyzed": ["D1", "H4", "H1"],
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"structure": {
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"trend": "bullish|bearish|ranging",
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"mss_detected": true,
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"mss_details": "MSS 發生的位置與時間描述",
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"key_levels": [
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{
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"type": "OB|FVG|POI|support|resistance",
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"price": 0,
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"timeframe": "H4",
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"tested": false,
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"notes": "補充說明"
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}
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]
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},
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"liquidity_zones": [
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{
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"type": "buy_side|sell_side",
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"range": [0, 0],
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"significance": "high|medium|low",
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"notes": "補充說明"
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}
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],
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"entry_exit_suggestion": {
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"suggested_direction": "long|short|neutral",
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"ideal_entry_zone": [0, 0],
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"stop_loss_zone": [0, 0],
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"take_profit_targets": [0, 0, 0],
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"confidence": 0.0,
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"rationale": "進出場建議依據"
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}
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}
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```
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**欄位說明：**
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- `entry_exit_suggestion`：基於市場結構的進出場建議（僅供策略師參考，不作為最終決策）
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- `confidence`：對進出場建議的信心度（0.0-1.0）
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---
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## Bullish_Brief.json
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> 產出者：**多方研究員**（bullish-researcher）
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```json
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{
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"date": "2026-04-10",
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"market": "BTC/USDT",
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"thesis": "核心做多論點（一句話）",
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"arguments": [
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{
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"point": "論點",
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"evidence": "支持證據",
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"confidence": 0.0
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}
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],
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"key_levels": [
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{
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"type": "support|resistance|entry|target",
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"price": 0,
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"timeframe": "H4",
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"evidence": "為什麼這個價位重要"
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}
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],
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"catalysts": ["潛在催化劑 1", "潛在催化劑 2"],
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"entry_exit_suggestion": {
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"suggested_entry": [0, 0],
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"stop_loss": 0,
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"take_profit": [0, 0],
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"risk_reward": 0.0,
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"rationale": "進出場依據"
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},
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"invalidation": "什麼條件下做多論點失效",
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"confidence_index": 0.0,
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"data_sources": ["來源 1", "來源 2"]
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}
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```
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**欄位說明：**
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- `confidence_index`：對做多論點的整體信心度（0.0-1.0）
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- `entry_exit_suggestion`：多方視角的進出場建議
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---
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## Bearish_Brief.json
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> 產出者：**空方研究員**（bearish-researcher）
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```json
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{
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"date": "2026-04-10",
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"market": "BTC/USDT",
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"thesis": "核心做空論點（一句話）",
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"arguments": [
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{
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"point": "論點",
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"evidence": "支持證據",
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"confidence": 0.0
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}
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],
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"key_levels": [
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{
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"type": "support|resistance|entry|target",
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"price": 0,
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"timeframe": "H4",
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"evidence": "為什麼這個價位重要"
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}
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],
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"risk_factors": ["風險因素 1", "風險因素 2"],
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"entry_exit_suggestion": {
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"suggested_entry": [0, 0],
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"stop_loss": 0,
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"take_profit": [0, 0],
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"risk_reward": 0.0,
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"rationale": "進出場依據"
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},
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"invalidation": "什麼條件下做空論點失效",
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"confidence_index": 0.0,
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"data_sources": ["來源 1", "來源 2"]
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}
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```
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---
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## Strategy_Thesis.json
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> 產出者：**量化策略師**（quant-strategist）
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```json
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{
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"date": "2026-04-10",
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"market": "BTC/USDT",
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"direction": "long|short|neutral",
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"thesis": "收斂後的策略論點",
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"market_indicators": {
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"confidence_index": 0.0,
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"fear_greed_index": 0.0,
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"market_regime": "trending|ranging|volatile|calm"
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},
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"entry_plan": {
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"entry_zone": [0, 0],
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"entry_trigger": "觸發進場的條件描述",
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"order_type": "limit|market|stop_limit"
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},
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"exit_plan": {
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"stop_loss": 0,
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"stop_loss_type": "fixed|trailing|structure_based",
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"take_profit_targets": [
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{ "price": 0, "portion_pct": 50, "rationale": "第一目標依據" },
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{ "price": 0, "portion_pct": 50, "rationale": "第二目標依據" }
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]
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},
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"risk_management": {
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"risk_reward": 0.0,
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"position_size_pct": 0.0,
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"max_drawdown_pct": 0.0,
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"bias_check": "confirmed|conflicting",
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"bull_confidence": 0.0,
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"bear_confidence": 0.0
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},
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"invalidation": "什麼條件下整個策略失效",
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"requires_backtest": true,
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"urgency": "immediate|today|this_week|no_rush",
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"summary": "給董事長看的一段話摘要"
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}
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```
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**欄位說明：**
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- `confidence_index`：策略師對這個策略的整體信心度（0.0-1.0，綜合多空信心）
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- `fear_greed_index`：當前市場恐慌/貪婪程度（0-100）
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- `market_regime`：當前市場狀態分類
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- `entry_plan`：完整的進場計畫（區間、觸發條件、下單方式）
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- `exit_plan`：完整的出場計畫（停損、分批止盈）
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---
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## Review_Report.json
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> 產出者：**審查員**（reviewer）
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```json
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{
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"date": "2026-04-10",
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"reviewed_artifact": "Strategy_Thesis.json",
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"reviewed_agent": "quant-strategist",
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"verdict": "pass|revise|block",
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"score": 0.0,
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"checklist": {
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"schema_complete": true,
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"risk_management_valid": true,
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"data_sources_verified": true,
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"confidence_reasonable": true,
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"no_overfitting_risk": true
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},
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"issues": [
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{
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"severity": "critical|major|minor",
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"field": "對應的欄位名",
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"description": "問題描述",
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"suggestion": "修改建議"
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}
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],
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"revise_target": "quant-strategist|bullish-researcher|bearish-researcher|...",
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"revise_round": 1,
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"summary": "審查結論摘要"
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}
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```
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---
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## Backtest_Report.json
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> 產出者：**回測工程師**（quant-engineer）
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```json
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{
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"date": "2026-04-10",
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"strategy_ref": "Strategy_Thesis.json",
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"platform": "pine_script|python|other",
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"backtest_period": {
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"start": "2025-01-01",
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"end": "2026-04-10",
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"data_source": "資料來源"
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},
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"parameters": {
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"initial_capital": 10000,
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"commission_pct": 0.1,
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"slippage_pct": 0.05
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},
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"results": {
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"total_trades": 0,
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"winning_trades": 0,
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"losing_trades": 0,
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"win_rate": 0.0,
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"profit_factor": 0.0,
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"net_profit": 0.0,
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"net_profit_pct": 0.0,
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"max_drawdown_pct": 0.0,
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"max_drawdown_duration": "天數",
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"sharpe_ratio": 0.0,
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"sortino_ratio": 0.0,
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"avg_rr": 0.0,
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"avg_holding_period": "小時/天"
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},
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"equity_curve_description": "權益曲線特徵描述",
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"code_artifact": "程式碼檔案路徑或內容",
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"notes": "回測備註與注意事項"
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}
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```
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---
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## Data_Analysis_Report.json
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> 產出者：**資料分析師**（data-analyst）
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```json
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{
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"date": "2026-04-10",
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"report_type": "daily|weekly|backtest_analysis",
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"analyzed_artifact": "Backtest_Report.json",
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"metrics": {
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"total_trades": 0,
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"win_rate": 0.0,
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"profit_factor": 0.0,
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"max_drawdown_pct": 0.0,
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"sharpe_ratio": 0.0,
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"sortino_ratio": 0.0,
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"avg_rr": 0.0,
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"calmar_ratio": 0.0
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},
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"distribution_analysis": {
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"profit_distribution": "盈虧分布特徵",
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"trade_duration_distribution": "持倉時間分布特徵",
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"time_of_day_performance": "不同時段表現差異"
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},
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"risk_flags": [
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{
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"type": "overfitting|curve_fitting|small_sample|outlier_dependency|other",
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"description": "風險描述",
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"severity": "high|medium|low"
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}
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],
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"insights": ["洞察 1", "洞察 2"],
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"recommendation": "proceed|adjust|reject",
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"recommendation_rationale": "建議依據",
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"summary": "分析結論摘要"
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}
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```
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---
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## Task_Spec.json
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> 產出者：**執行長**（ceo）
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```json
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{
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"task_id": "TASK-001",
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"title": "任務標題",
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"assignee": "agent-slug",
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"assignee_title": "Agent 職稱",
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"team": "team-slug",
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"priority": "critical|high|medium|low",
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"description": "詳細任務描述",
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"context": "任務背景與相關資訊",
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"expected_output": "預期輸出的 Schema 名稱",
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"dependencies": ["前置任務 ID"],
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"deadline": "2026-04-10T18:00:00+08:00",
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"requires_review": true,
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"requires_hitl": false
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}
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```
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---
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## Final_Decision_Packet.json
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> 產出者：**執行長**（ceo）
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```json
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{
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"date": "2026-04-10",
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"pipeline": "quant|marketing|content",
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"title": "決策包標題",
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"summary": "給董事長的摘要（200 字內）",
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"recommendation": "proceed|hold|abort",
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"key_findings": [
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{
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"source_agent": "agent-slug",
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"source_title": "Agent 職稱",
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"finding": "關鍵發現"
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}
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],
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"risk_assessment": {
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"overall_risk": "high|medium|low",
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"confidence_index": 0.0,
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"fear_greed_index": 0.0,
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"key_risks": ["風險 1", "風險 2"]
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},
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"action_items": [
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{
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"action": "需要執行的動作",
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"requires_approval": true
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}
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],
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"attached_reports": ["Strategy_Thesis.json", "Review_Report.json", "Data_Analysis_Report.json"]
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}
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```
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---
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## Meeting_Summary.json
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> 產出者：**秘書**（secretary）
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```json
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{
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"date": "2026-04-10",
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"summary_type": "daily|weekly|meeting|incident",
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"participants": [
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{ "agent": "agent-slug", "title": "Agent 職稱" }
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],
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"key_decisions": [
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{
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"decision": "決策內容",
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"decided_by": "agent-slug",
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"rationale": "決策依據"
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}
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],
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"action_items": [
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{
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"assignee": "agent-slug",
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"assignee_title": "Agent 職稱",
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"task": "待辦內容",
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"deadline": "2026-04-11",
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"status": "pending|in_progress|done"
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}
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],
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"highlights": ["今日重點 1", "今日重點 2"],
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"issues": ["待解決問題 1"],
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"notes": "其他備註"
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}
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```
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---
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## State_Diff.json
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> 產出者：**秘書**（secretary）
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```json
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{
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"date": "2026-04-10",
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"compared_to": "2026-04-09",
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"changes": [
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{
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"category": "strategy|personnel|schedule|system|other",
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"description": "變更描述",
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"changed_by": "agent-slug",
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"impact": "high|medium|low"
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}
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],
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"new_items": ["新增的事項"],
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"resolved_items": ["已解決的事項"],
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"ongoing_items": ["持續進行中的事項"]
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}
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```
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---
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## Todo_List.json
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> 產出者：**秘書**（secretary）
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```json
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{
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"date": "2026-04-10",
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"items": [
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{
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"id": "TODO-001",
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"title": "待辦標題",
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"assignee": "agent-slug",
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"assignee_title": "Agent 職稱",
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"priority": "critical|high|medium|low",
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"status": "pending|in_progress|blocked|done",
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"created_date": "2026-04-09",
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"due_date": "2026-04-11",
|
||
"notes": "備註"
|
||
}
|
||
]
|
||
}
|
||
```
|
||
|
||
---
|
||
|
||
## Brand_Strategy_Plan.json
|
||
|
||
> 產出者：**策略總監**（strategy-director）
|
||
|
||
```json
|
||
{
|
||
"date": "2026-04-10",
|
||
"version": "1.0",
|
||
"usp": "獨特賣點定義",
|
||
"brand_narrative": "品牌故事與核心訊息",
|
||
"brand_voice": {
|
||
"tone": "語氣描述",
|
||
"personality": "品牌人格特質",
|
||
"do": ["應該做的"],
|
||
"dont": ["不應該做的"]
|
||
},
|
||
"target_audience": [
|
||
{
|
||
"segment": "受眾分群名稱",
|
||
"demographics": "人口統計描述",
|
||
"pain_points": ["痛點"],
|
||
"motivations": ["動機"]
|
||
}
|
||
],
|
||
"campaigns": [
|
||
{
|
||
"name": "活動名稱",
|
||
"channel": "投放管道",
|
||
"objective": "活動目標",
|
||
"kpi": "衡量指標",
|
||
"budget_allocation_pct": 0.0
|
||
}
|
||
],
|
||
"funnel_strategy": {
|
||
"awareness": "認知階段策略",
|
||
"consideration": "考慮階段策略",
|
||
"conversion": "轉換階段策略",
|
||
"retention": "留存階段策略"
|
||
}
|
||
}
|
||
```
|
||
|
||
---
|
||
|
||
## Growth_Strategy_Plan.json
|
||
|
||
> 產出者：**策略總監**（strategy-director）
|
||
|
||
```json
|
||
{
|
||
"date": "2026-04-10",
|
||
"growth_model": "成長模型描述",
|
||
"channels": [
|
||
{
|
||
"channel": "管道名稱",
|
||
"strategy": "策略描述",
|
||
"expected_cac": 0.0,
|
||
"expected_ltv": 0.0,
|
||
"priority": "high|medium|low"
|
||
}
|
||
],
|
||
"experiments": [
|
||
{
|
||
"hypothesis": "假設",
|
||
"test_method": "測試方法",
|
||
"success_metric": "成功指標",
|
||
"duration": "測試期間"
|
||
}
|
||
],
|
||
"milestones": [
|
||
{
|
||
"target": "目標描述",
|
||
"deadline": "2026-06-30",
|
||
"status": "planned|in_progress|achieved"
|
||
}
|
||
]
|
||
}
|
||
```
|
||
|
||
---
|
||
|
||
## Market_Research_Brief.json
|
||
|
||
> 產出者：**市場研究員**（market-researcher）
|
||
|
||
```json
|
||
{
|
||
"date": "2026-04-10",
|
||
"report_type": "daily_morning|daily_evening|weekly",
|
||
"market_overview": "市場概況摘要",
|
||
"competitors": [
|
||
{
|
||
"name": "競品名稱",
|
||
"recent_moves": "近期動態",
|
||
"threat_level": "high|medium|low"
|
||
}
|
||
],
|
||
"consumer_insights": [
|
||
{
|
||
"insight": "消費者洞察",
|
||
"source": "來源",
|
||
"actionable": true
|
||
}
|
||
],
|
||
"trends": [
|
||
{
|
||
"trend": "趨勢描述",
|
||
"direction": "growing|stable|declining",
|
||
"relevance": "high|medium|low"
|
||
}
|
||
],
|
||
"opportunities": ["機會 1", "機會 2"],
|
||
"threats": ["威脅 1", "威脅 2"],
|
||
"data_sources": ["來源 1", "來源 2"]
|
||
}
|
||
```
|
||
|
||
---
|
||
|
||
## Market_Analysis_Report.json
|
||
|
||
> 產出者：**市場研究員**（market-researcher）
|
||
|
||
```json
|
||
{
|
||
"date": "2026-04-10",
|
||
"analysis_period": "2026-04-07 ~ 2026-04-10",
|
||
"market_size": {
|
||
"tam": "Total Addressable Market",
|
||
"sam": "Serviceable Addressable Market",
|
||
"som": "Serviceable Obtainable Market"
|
||
},
|
||
"swot": {
|
||
"strengths": ["優勢"],
|
||
"weaknesses": ["劣勢"],
|
||
"opportunities": ["機會"],
|
||
"threats": ["威脅"]
|
||
},
|
||
"competitive_landscape": "競爭格局分析",
|
||
"recommendations": ["建議 1", "建議 2"],
|
||
"data_sources": ["來源 1", "來源 2"]
|
||
}
|
||
```
|
||
|
||
---
|
||
|
||
## Ads_Performance_Report.json
|
||
|
||
> 產出者：**投放分析師**（ads-analyst）
|
||
|
||
```json
|
||
{
|
||
"date": "2026-04-10",
|
||
"report_period": "2026-04-01 ~ 2026-04-10",
|
||
"platforms": [
|
||
{
|
||
"platform": "平台名稱",
|
||
"metrics": {
|
||
"impressions": 0,
|
||
"clicks": 0,
|
||
"ctr": 0.0,
|
||
"conversions": 0,
|
||
"cvr": 0.0,
|
||
"cpl": 0.0,
|
||
"cpa": 0.0,
|
||
"roas": 0.0,
|
||
"spend": 0.0
|
||
}
|
||
}
|
||
],
|
||
"top_creatives": [
|
||
{
|
||
"creative_id": "素材 ID",
|
||
"description": "素材描述",
|
||
"ctr": 0.0,
|
||
"cvr": 0.0
|
||
}
|
||
],
|
||
"ab_test_results": [
|
||
{
|
||
"test_name": "測試名稱",
|
||
"winner": "A|B",
|
||
"lift_pct": 0.0,
|
||
"confidence": 0.0
|
||
}
|
||
],
|
||
"budget_utilization_pct": 0.0,
|
||
"recommendations": ["優化建議 1", "優化建議 2"]
|
||
}
|
||
```
|
||
|
||
---
|
||
|
||
## Creative_Brief.json
|
||
|
||
> 產出者：**創意總監**（creative-director）
|
||
|
||
```json
|
||
{
|
||
"date": "2026-04-10",
|
||
"project": "專案名稱",
|
||
"objective": "創意目標",
|
||
"target_audience": "目標受眾描述",
|
||
"key_message": "核心訊息",
|
||
"tone_and_mood": "語氣與氛圍",
|
||
"visual_direction": {
|
||
"style": "視覺風格",
|
||
"color_palette": ["色碼"],
|
||
"references": ["參考連結或描述"]
|
||
},
|
||
"deliverables": [
|
||
{
|
||
"type": "banner|social_post|video|landing_page",
|
||
"dimensions": "尺寸",
|
||
"quantity": 1,
|
||
"notes": "備註"
|
||
}
|
||
],
|
||
"brand_guidelines_ref": "品牌規範引用",
|
||
"deadline": "2026-04-15"
|
||
}
|
||
```
|
||
|
||
---
|
||
|
||
## Storyboard_Brief.json
|
||
|
||
> 產出者：**創意總監**（creative-director）
|
||
|
||
```json
|
||
{
|
||
"date": "2026-04-10",
|
||
"project": "專案名稱",
|
||
"video_type": "ad|explainer|testimonial|brand",
|
||
"duration_seconds": 30,
|
||
"scenes": [
|
||
{
|
||
"scene_number": 1,
|
||
"duration_seconds": 5,
|
||
"visual": "畫面描述",
|
||
"audio": "音效/音樂/旁白描述",
|
||
"text_overlay": "畫面文字",
|
||
"transition": "cut|fade|slide"
|
||
}
|
||
],
|
||
"cta": "Call to Action",
|
||
"notes": "備註"
|
||
}
|
||
```
|
||
|
||
---
|
||
|
||
## Copywriting_Pack.json
|
||
|
||
> 產出者：**文案撰寫員**（copywriter）
|
||
|
||
```json
|
||
{
|
||
"date": "2026-04-10",
|
||
"project": "專案名稱",
|
||
"brand_voice_ref": "品牌語氣引用",
|
||
"pieces": [
|
||
{
|
||
"type": "headline|body|cta|social_post|email|blog|landing_page",
|
||
"platform": "投放平台",
|
||
"headline": "標題",
|
||
"body": "內文",
|
||
"cta": "Call to Action",
|
||
"seo_keywords": ["關鍵字"],
|
||
"character_count": 0,
|
||
"variations": ["變體 A", "變體 B"]
|
||
}
|
||
],
|
||
"notes": "備註"
|
||
}
|
||
```
|
||
|
||
---
|
||
|
||
## Video_Script_Pack.json
|
||
|
||
> 產出者：**文案撰寫員**（copywriter）
|
||
|
||
```json
|
||
{
|
||
"date": "2026-04-10",
|
||
"project": "專案名稱",
|
||
"video_type": "ad|explainer|testimonial|brand",
|
||
"duration_seconds": 30,
|
||
"script": [
|
||
{
|
||
"timecode": "00:00-00:05",
|
||
"speaker": "旁白|角色名",
|
||
"dialogue": "台詞/旁白內容",
|
||
"visual_cue": "對應的畫面提示",
|
||
"notes": "備註"
|
||
}
|
||
],
|
||
"cta": "Call to Action",
|
||
"tone": "語氣描述",
|
||
"notes": "備註"
|
||
}
|
||
```
|