harmonist
Portable AI agent orchestration with mechanical protocol enforcement
GraphCanon updated 3w · GitHub synced 3w
Decision brief
Portable AI agent management for orchestrating up to 186 agents, no runtime dependencies
Good fit when
- Need lightweight orchestration with mechanical enforcement of protocols among multiple AI agents
- Favor zero runtime dependencies for reliable and consistent deployment environments
Avoid when
- Require real-time protocol adjustments that go beyond pre-defined mechanical enforcements
- Look for systems with dynamic scaling capabilities not hardcoded to support precisely 186 agents
Observed Jul 16, 2026 · Source: enrich:decision_facts
Verify the decision
Maintenance and security
Full trust report- Maintenance
- Steady (48d since push)
- As of 3w
- Provenance
- Not a fork · Personal account
- As of 3w
- Security (OSV)
- No lockfile
- As of 1mo
Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.
Install
pip install harmonistSimilar tools
Same-category neighbours. No typed graph edges are catalogued for this tool yet.
Evidence and technical details
Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.
Overview
GammaLabTechnologies/harmonist is an AI agent management system written in Python that supports the orchestration of 186 agents without runtime dependencies.
Capability facts
- Languages
- python
Source: github.language · Jul 28, 2026
Categories
Compatibility
Sourced claims from the README excerpt - not unsourced marketing copy.
Source: README excerpt (regex_v1, Jul 28, 2026)
Docker, no LangChain, no vector database.Source link
Source: README excerpt (regex_v1, Jul 28, 2026)
- **Python 3.9+** — every script ships with a version guard; olderSource link
Source: README excerpt (regex_v1, Jul 28, 2026)
- **An AI coding assistant that supports subagent dispatch** — CursorSource link
Source: README excerpt (regex_v1, Jul 28, 2026)
is the primary integration; Claude Code, Copilot, Windsurf, Aider,Source link
Tags
README
Requirements
- Python 3.9+ — every script ships with a version guard; older interpreters exit with a per-OS install hint.
- Bash 3.2+ is optional — only needed for the POSIX
.shconveniences and the shell test harness (macOS default works). All integration, upgrade, conversion, and install tooling is pure Python, and on native Windows the pure-Pythonhook_runner.pyis the active hook path; no WSL or Git Bash required. - Git for version tracking.
- An AI coding assistant that supports subagent dispatch — Cursor is the primary integration; Claude Code, Copilot, Windsurf, Aider, Kimi, Qwen, Gemini CLI, OpenCode, OpenClaw, and Antigravity are all supported via adapters.
- No third-party Python dependencies — stdlib only. No npm, no Docker, no LangChain, no vector database.
Quick start
The pack folder may have any name — docs refer to it as
<PACK_DIR>. Examples below assume the folder is namedharmonist(whatgit cloneproduces). The protocol template ships asAGENTS.template.md; the file generated in YOUR project during integration is namedAGENTS.md.
What's the license and who owns the code?
MIT — see LICENSE. Copyright © 2026 GammaLab. Free to use, modify, fork, and ship commercial products built on top of.
License
Harmonist is released under the MIT License — Copyright © 2026 GammaLab. Free for commercial use, modification, and distribution.
For agents
This page has a .md twin and JSON over the API.