monoes/monomind

Autonomous AI orchestration with persistent memory, self-coordinating agent orgs, and a codebase knowledge graph and more.

This repository also configures its own agents. See what monomind tells them →

23Stars on the repository
209Mods indexed here, across every type
yesterdayLast push, which is what freshness is scored on
Apache-2.0Licence, which decides whether bodies are shown

monoes/monomind

Command Claude Code

Build the knowledge graph from code, docs (md/txt/rst), and PDFs — full index with optional Claude LLM semantic extraction.

not rated 23 yesterday A 34 tokens original Apache-2.0

monoes/monomind

Command Claude Code

Search the knowledge graph using BM25 keyword search, semantic (embedding) search, or hybrid RRF-merged results — filter by node type (Section, Function, Class, File, Concept).

not rated 23 yesterday A 46 tokens original Apache-2.0

monoes/monomind

Command Claude Code

Show knowledge graph statistics — node counts by type, edge type breakdown, and top concepts by importance score.

not rated 23 yesterday A 28 tokens original Apache-2.0

monoes/monomind

Command Claude Code

Watch for file changes and incrementally rebuild the knowledge graph — keeps the graph fresh during active development or documentation writing.

not rated 23 yesterday A 29 tokens original Apache-2.0

monoes/monomind

Command Claude Code

Scan all docs and PDFs and build a searchable knowledge graph — optimized for documentation-heavy projects with Claude LLM semantic extraction.

not rated 23 yesterday A 31 tokens original Apache-2.0

monomind-status

78

monoes/monomind

Command Claude Code

Show the monomind statusline (version, git, swarm, security, hooks, token cost).

not rated 23 yesterday A 21 tokens original Apache-2.0

monoes/monomind

Command Claude Code

Analyze system-level performance and get optimization recommendations — memory, latency, and throughput — using the mcpmonomindperformanceoptimize MCP tool.

not rated 23 yesterday A 36 tokens original Apache-2.0

pair:examples

80

monoes/monomind

Command Claude Code

Real-world pair programming scenarios — JWT auth, memory leak debugging, TDD, code review, and refactoring with effective prompt patterns.

not rated 23 yesterday A 30 tokens original Apache-2.0

pair:modes

81

monoes/monomind

Command Claude Code

Pair programming collaboration modes — driver, navigator, TDD, review, and debug modes with effective prompts for each.

not rated 23 yesterday A 26 tokens original Apache-2.0

pair:session

82

monoes/monomind

Command Claude Code

Pair programming session lifecycle — pre-session setup, context setting, mid-session quality checks, breakpoints, end-of-session recording, and multi-session continuity.

not rated 23 yesterday A 33 tokens original Apache-2.0

monoes/monomind

Command Claude Code

Execute predefined stream-chain pipelines for common development workflows — analysis, refactor, test, optimize. Each step feeds full context into the next.

not rated 23 yesterday A 33 tokens original Apache-2.0

stream-chain:run

84

monoes/monomind

Command Claude Code

Execute custom stream chains where you define the prompt sequence. Each step receives the full output of the previous step as context.

not rated 23 yesterday A 29 tokens original Apache-2.0

tokens

85

monoes/monomind

Command Claude Code

Show the Monomind token usage dashboard — reports spend and call counts for today, week, 30days, or month.

not rated 23 yesterday A 27 tokens original Apache-2.0

truth:start

86

monoes/monomind

Command Claude Code

Truth skill — assess system health, agent reliability, and task quality using real MCP metrics tools. Use when you want a holistic picture of how well the system is performing.

not rated 23 yesterday A 37 tokens original Apache-2.0

ts

87

monoes/monomind

Command Claude Code

Toggle the Monomind statusline panel between full (multi-line dashboard) and compact (single-line) mode.

not rated 23 yesterday A 24 tokens original Apache-2.0

monoes/monomind

Command Claude Code

Development workflow pattern — plan, implement, test, and review with Task-tool agents in Claude Code, or as a dev-team org via npx monomind org.

not rated 23 yesterday A 38 tokens original Apache-2.0

monoes/monomind

Command Claude Code

Create a reusable multi-agent workflow as an org config with npx monomind org create, then edit and validate it.

not rated 23 yesterday A 30 tokens original Apache-2.0

monoes/monomind

Command Claude Code

Run multi-agent workflows — in the conversation with Task-tool agents, or as a persistent org with npx monomind org run.

not rated 23 yesterday A 33 tokens original Apache-2.0

monoes/monomind

Command Claude Code

Inspect and export workflows — list org configs, export an org's flow as a Mermaid diagram, summarize runs, and print portable Mastermind procedures.

not rated 23 yesterday A 34 tokens original Apache-2.0

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