monomind

Monomind Skill for Antigravity

Monomind extends Antigravity with a local codebase knowledge graph, persistent cross-session memory, semantic document search, autonomous agent orgs, and a real-time system statusline.

Core Rules & Workflow Integration

1. Codebase Knowledge Graph (Monograph)

Before searching or modifying code touching 3+ files or exploring a new module:

• Call mcp__monomind__monograph_suggest to discover relevant files, bridge nodes, and isolated nodes.
• Call mcp__monomind__monograph_query for symbol/keyword search, with optional one-hop neighbor-expansion reranking.
• Call mcp__monomind__monograph_impact before editing to compute the exact blast radius of a symbol or class change.

2. Persistent Memory Loop

• Recall: Use mcp__monomind__memory_pattern-search to query past learnings, architectural rules, and session history before reinventing solutions.
• Feedback: After using memory search, call mcp__monomind__memory_feedback with entry IDs and outcome quality to continuously train search ranking.
• Store: Distill durable insights (entities, relations, lessons) into L2 memory via mcp__monomind__memory_kg_ingest or mcp__monomind__memory_pattern-store.

3. Second Brain (Document Vector Search)

• Project specs, handbooks, and notes indexed in .monomind/data or global brain (~/.monomind/global-brain) can be queried using mcp__monomind__knowledge_search or npx monomind doc search -q "<query>".

4. Autonomous Orgs Daemon

• Run background role-based agent organizations using monomind org run <name>.
• Monitor active orgs via monomind org status or monomind org list.
• Check live agent questions using monomind org questions <name> and respond with monomind org answer <name> <q-id> "<answer>".

5. Monomind Statusline

To inspect real-time project progress, domain coverage, graph node counts, and session cost metrics:

• Execute node .gemini/helpers/statusline.cjs (or node .claude/helpers/statusline.cjs / npx monomind hooks statusline).

# Example statusline execution
node .gemini/helpers/statusline.cjs