lofibrainwav/strategy-engine

LangGraph Strategy Engine (Chancellor Graph)

The strategic command center of AFO Kingdom, orchestrating decisions through the wisdom of 3 legendary strategists.

The 3 Strategists

| Strategist | Korean | Role | Specialty | |------------|--------|------|-----------| | Jang Yeong-sil | 장영실 | Prime Strategist | Long-term planning, complex analysis | | Yi Sun-sin | 이순신 | Risk Strategist | Risk assessment, defensive measures | | Shin Saimdang | 신사임당 | UX Strategist | Quick decisions, user experience |

4-Stage Command Triage

[User Command] → [Parse] → [Triage] → [Strategize] → [Execute]
                    ↓          ↓           ↓
               [Intent]   [Priority]  [Consensus]
                    ↓          ↓           ↓
               [Context]  [Risk Score] [Decision]

Stage 1: Parse

• Natural language understanding
• Intent extraction
• Context gathering

Stage 2: Triage

• Priority classification (P0-P3)
• Risk assessment
• Resource requirements

Stage 3: Strategize

• 3-strategist consensus
• Trinity Score calculation
• Decision routing (AUTO_RUN/ASK/BLOCK)

Stage 4: Execute

• Action execution
• State checkpointing
• Result verification

Redis Checkpointing

All conversation states are persisted to Redis for:

• Stateful multi-turn conversations
• Crash recovery
• Audit trail

Usage

Use the /strategist command in Claude CLI:

# 3-strategist 분석 요청
/strategist "Optimize the database queries"

# 전략가별 관점 확인
/trinity  # Trinity Score 확인
/routing  # 라우팅 결정 확인

Or invoke the engine programmatically:

from hyodo.strategy import StrategyEngine

engine = StrategyEngine()
result = engine.analyze({
    "command": "Optimize the database queries",
    "context": {"current_latency": "500ms"}
})

print(f"Decision: {result['decision']}")
print(f"Lead Strategist: {result['lead_strategist']}")

Decision Criteria

The strategists vote based on:

• Jang Yeong-sil: Considers long-term implications
• Yi Sun-sin: Evaluates risks and contingencies
• Shin Saimdang: Assesses immediate feasibility

Consensus requires 2/3 agreement for AUTO_RUN.