Skip to main content

Multi-agent orchestration framework for production AI workflows

Project description

Animus Forge

Multi-agent orchestration framework for production AI workflows.

Features

  • Workflow executor — YAML-defined multi-agent pipelines with mixins (AI, MCP, queue, graph)
  • Provider abstraction — Anthropic, OpenAI, Ollama, and more
  • Self-improvement — Analyze codebase, generate improvements, test in sandbox, create PRs
  • Budget management — Persistent token/cost tracking per workflow
  • Eval framework — Benchmark and score agent outputs
  • MCP tool execution — Bridge to Model Context Protocol servers
  • CLI + API + TUI — Multiple interfaces for workflow management

Install

pip install animus-forge

Quick Start

# Run a workflow
gorgon run workflows/examples/build_task.yaml

# Self-improve a codebase
gorgon self-improve run --provider ollama --path /my/project

# Analyze without making changes
gorgon self-improve analyze --focus security

Self-Improvement Pipeline

The self-improve orchestrator runs a 10-stage workflow:

  1. Analyze — Static analysis identifies improvement opportunities
  2. Plan — AI generates an improvement plan from suggestions
  3. Safety check — Validates against protected files and change limits
  4. Snapshot — Creates rollback point before any changes
  5. Implement — AI generates code changes
  6. Sandbox test — Applies changes to temp copy, runs tests and lint
  7. Apply — Writes changes to the actual codebase
  8. Create PR — Creates a branch and pull request
  9. Human approval — Waits for merge approval (skippable with --auto-approve)
  10. Rollback — Automatic rollback if tests fail at any stage

Part of the Animus Monorepo

License

MIT

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

animus_forge-1.8.0.tar.gz (1.4 MB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

animus_forge-1.8.0-py3-none-any.whl (795.4 kB view details)

Uploaded Python 3

File details

Details for the file animus_forge-1.8.0.tar.gz.

File metadata

  • Download URL: animus_forge-1.8.0.tar.gz
  • Upload date:
  • Size: 1.4 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for animus_forge-1.8.0.tar.gz
Algorithm Hash digest
SHA256 5de1b262f2ae4906448528f3150e25055aa4e1b5afea69d17da67bb8f5d97f45
MD5 a6da14e9bd4e718055f16cf6963127b5
BLAKE2b-256 79e21d4e79fc00ab9ba2a7c0f3ba759541d42680caf7c4f01f2696aa334ad88e

See more details on using hashes here.

Provenance

The following attestation bundles were made for animus_forge-1.8.0.tar.gz:

Publisher: publish-forge.yml on AreteDriver/animus

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file animus_forge-1.8.0-py3-none-any.whl.

File metadata

  • Download URL: animus_forge-1.8.0-py3-none-any.whl
  • Upload date:
  • Size: 795.4 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for animus_forge-1.8.0-py3-none-any.whl
Algorithm Hash digest
SHA256 9146d5b7ce3c41c06e088299e0078093bfbb9a26d0a92ef6c322e6fbe2c34281
MD5 2de991748b2fa9747b44dfd254b977c8
BLAKE2b-256 a5f17b401a12e58b177a6ce5bf2c5c53a7a2bfe54c2aed3fe9f9c4677d315a22

See more details on using hashes here.

Provenance

The following attestation bundles were made for animus_forge-1.8.0-py3-none-any.whl:

Publisher: publish-forge.yml on AreteDriver/animus

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page