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harmonist

GammaLabTechnologies/harmonist

Portable AI agent orchestration with mechanical protocol enforcement

GraphCanon updated Sep 20, 2026 · GitHub synced Sep 20, 2026

47views this month

2.3k stars206 forksLast push Jun 9, 2026 Python MIT

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
Slowing (102d since push)
As of Sep 20, 2026
Provenance
Not a fork · Personal account
As of Sep 20, 2026
Security (OSV)
No lockfile
As of Jul 11, 2026

Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.

Install

pip install harmonist
PyPI

Similar 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 · Sep 20, 2026

Categories

Compatibility

Sourced claims from the README excerpt - not unsourced marketing copy.

LangChain integrationLangChain

Source: README excerpt (regex_v1, Sep 20, 2026)

Docker, no LangChain, no vector database.
Source link
Python runtimePython

Source: README excerpt (regex_v1, Sep 20, 2026)

- **Python 3.9+** — every script ships with a version guard; older
Source link
Works with CursorCursor

Source: README excerpt (regex_v1, Sep 20, 2026)

- **An AI coding assistant that supports subagent dispatch** — Cursor
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 conveniences and the shell test harness (macOS default works). All integration, upgrade, conversion, and insta...

For agents

This page has a .md twin and JSON over the API.

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