agents

Agent Documentation

Version: v1.2.7 | Status: Active | Last Updated: March 2026

Overview

Documentation for all AI agent integrations in the Codomyrmex ecosystem. This directory mirrors src/codomyrmex/agents/ with a documentation subfolder for each agent framework.

Agent Index

CLI-based Agents (12)

Agent	Documentation	Description
Jules	jules/	Google Jules CLI, swarm orchestration
Gemini	gemini/	Google Gemini CLI, OAuth/API key, @ file ops
Hermes	hermes/	Nous Research, gateway, Telegram/WhatsApp; index hermes/AGENTS.md, skills.md (Codomyrmex skill registry / MCP preload)
OpenCode	opencode/	Open-source coding agent
Mistral Vibe	mistral_vibe/	Mistral AI vibe CLI
Every Code	every_code/	Multi-agent orchestration, /plan /solve /code
OpenClaw	openclaw/	Open-source agentic CLI
agenticSeek	agentic_seek/	Autonomous browser-capable agent
OpenFang	openfang/	Security-conscious agent framework
Open Gauss	open_gauss/	Gauss CLI, gateway, skills, formal-math / agent workflows (upstream OpenGauss fork)
Paperclip	paperclip/	Paperclip orchestration CLI and API clients
Pi	pi/	Pi coding agent via RPC

API-based Agents

Agent	Documentation	Description
Claude	claude/	Anthropic Claude 3, advanced reasoning
Codex	codex/	OpenAI Codex, code-focused models
O1/O3	o1/	OpenAI reasoning models, chain-of-thought
DeepSeek	deepseek/	Cost-effective code generation
Qwen	qwen/	Alibaba DashScope, multilingual
Perplexity	perplexity/	Research-augmented generation

Core Infrastructure

Module	Documentation	Description
Core	core/	Base classes, interfaces, LLM client factory
AI Code Editing	ai_code_editing/	Diff-based editing, code transforms
Droid	droid/	Task management, priority queues
Learning	learning/	Self-improvement, feedback loops
Memory	memory/	Short/long-term memory, vector recall
Meta	meta/	Self-reflection, strategy selection
Planner	planner/	Goal decomposition, convergent planning
PAI	pai/	Personal AI Infrastructure bridge

Infrastructure

Module	Documentation	Description
Agent Setup	agent_setup/	Environment validation, agent discovery
CLI	cli/	Common CLI handler framework
Context	context/	Repository indexing, project scanning
Evaluation	evaluation/	Quality evaluation, benchmarks
Generic	generic/	Template for new agent integrations
History	history/	Interaction history, audit logging
Infrastructure	infrastructure/	Health checks, resource management
Pooling	pooling/	Load balancing, circuit breakers
Transport	transport/	State serialization, checkpoints

Specialized

Module	Documentation	Description
Ghost Architecture	ghost_architecture/	Continual-learning modular transformer; crystallized ghost modules (git submodule)
Git Agent	git_agent/	Git-aware operations, conflict resolution
Google Workspace	google_workspace/	Docs, Sheets, Drive, Calendar
Mission Control	mission_control/	Multi-agent mission orchestration
Specialized	specialized/	Autonomous code improvement pipeline
Theory	theory/	Agent architecture & reasoning theory

Other Files

• AGENTS.md — Agent coordination
• PAI.md — PAI bridge documentation
• SPEC.md — Functional specification
• rules/ — Agent rules and guidelines
• hermes/AGENTS.md — Hermes doc index + Mermaid diagram conventions for this folder’s inline diagrams

Navigation

• Parent Directory: docs/
• Source: src/codomyrmex/agents/
• Agent Comparison: AGENT_COMPARISON.md
• Project Root: README.md