agent-orchestration

# Agent Orchestration Rules When the user asks to implement something, use implementation agents to preserve main context. ## The Pattern **Wrong - burns context:** ``` Main: Read files → Understand → Make edits → Report (2000+ tokens consumed in main context) ``` **Right - preserves context:** ``` Main: Spawn agent("implement X per plan") ↓ Agent: Reads files → Understands → Edits → Tests ↓ Main: Gets summary (~200 tokens) ``` ## When to Use Agents | Task Type | Use Agent? | Reason | |-----------|------------|--------| | Multi-file implementation | Yes | Agent handles complexity internally | | Following a plan phase | Yes | Agent reads plan, implements | | New feature with tests | Yes | Agent can run tests | | Single-line fix | No | Faster to do directly | | Quick config change | No | Overhead not worth it | ## Key Insight Agents read their own context. Don't read files in main chat just to understand what to pass to an agent - give them the task and they figure it out. ## Example Prompt ``` Implement Phase 4: Outcome Marking Hook from the Artifact Index plan. **Plan location:** thoughts/shared/plans/2025-12-24-artifact-index.md (search for "Phase 4") **What to create:** 1. TypeScript hook 2. Shell wrapper 3. Python script 4. Register in settings.json When done, provide a summary of files created and any issues. ``` ## Trigger Words When user says these, consider using an agent: - "impleme...