scooter-lacroix/system_overview

System Overview

Show users how Maestro works - the opinionated setup with hooks, memory, and coordination.

When to Use

• User asks "how does this work?"
• User asks "what can you remember?"
• User asks "what's different about this setup?"
• User runs /maestro:system_overview

Response

CONTINUOUS CLAUDE SYSTEM OVERVIEW
=================================

MEMORY LAYER (PostgreSQL + pgvector)
------------------------------------
- 78,000+ temporal facts from past sessions
- Learnings extracted automatically at session end
- Semantic search with embeddings

RECALL: uv run python opc/scripts/recall_temporal_facts.py --query "your topic"

HOOKS (9 event types registered)
--------------------------------
SessionStart    → Load continuity ledger, rebuild symbol index
UserPromptSubmit → Skill activation check, context injection
PreToolUse      → Smart search routing (Grep → TLDR for code)
PostToolUse     → File claims, compiler feedback
PreCompact      → Save state before context compaction
Stop            → Extract learnings, create handoffs
SubagentStart   → Register spawned agents
SubagentStop    → Coordination, handoff creation
SessionEnd      → Cleanup

CONTINUITY SYSTEM
-----------------
Ledger:   thoughts/ledgers/CONTINUITY_CLAUDE-{session}.md
Handoffs: thoughts/shared/handoffs/{session}/*.yaml

Commands:
  /resume_handoff <path>  - Continue from handoff
  /create_handoff         - Create snapshot for transfer

TLDR CODE INTELLIGENCE
----------------------
5-layer analysis: AST → Call Graph → CFG → DFG → PDG
95% token savings vs reading raw files
Auto-intercepts Grep for .py/.ts/.go/.rs files

Pre-built index: /tmp/claude-symbol-index/symbols.json

SETUP
-----
Run: uv run python opc/scripts/setup/wizard.py

Options:
  [1] SQLite only (simple, offline)
  [2] PostgreSQL + pgvector (semantic search)

Key Files

| Component | Location | |-----------|----------| | Hook registration | .maestro/settings.json | | Hook implementations | .maestro/hooks/src/*.ts | | Rules (auto-injected) | .maestro/rules/*.md | | Skills | .maestro/skills/*/SKILL.md | | Setup wizard | opc/scripts/setup/wizard.py | | Recall script | opc/scripts/recall_temporal_facts.py | | Store learning | opc/scripts/store_learning.py | | Symbol index builder | opc/scripts/build_symbol_index.py |

Environment Variables

| Variable | Purpose | |----------|---------| | CONTINUOUS_CLAUDE_DB_URL | PostgreSQL connection | | VOYAGE_API_KEY | Embeddings (optional) | | BRAINTRUST_API_KEY | Tracing (optional) | | CLAUDE_PROJECT_DIR | Auto-set by Maestro |