memory-orchestrationlisted

# Memory Orchestration Analyzes context management and memory systems. ## Process 1. **Trace context assembly** — How prompts are built from components 2. **Identify eviction policies** — How context overflow is handled 3. **Map memory tiers** — Short-term (RAM) to long-term (DB) 4. **Analyze token management** — Counting, budgeting, truncation ## Context Assembly Analysis ### Standard Assembly Order ``` ┌─────────────────────────────────────────┐ │ 1. System Prompt │ │ - Role definition │ │ - Behavioral guidelines │ │ - Output format instructions │ ├─────────────────────────────────────────┤ │ 2. Retrieved Context / Memory │ │ - Relevant past interactions │ │ - Retrieved documents (RAG) │ │ - User preferences │ ├─────────────────────────────────────────┤ │ 3. Tool Definitions │ │ - Available tools and schemas │ │ - Usage examples │ ├─────────────────────────────────────────┤ │ 4. Conversation History │ │ - Previous turns (user/assistant) │ │ - Prior tool calls and results │ ├─────────────────────────────────────────┤ │ 5. Current Input │ │ - User's current message │ │ - Any attachments/context │ ├─────────────────────────────────────────┤ │ 6. Agent Scratchpad (Optional) │ │ - Current thinking/planni