geepers-agents 3.0.0

Multi-agent orchestration platform: 72 agents, 53 skills, 6 MCP servers, LLM provider abstraction, and 30+ data-fetching tools

Geepers

Multi-agent orchestration for LLM workflows. Ships as a Python package for building orchestrated pipelines and as a Claude Code plugin with 72 specialized agents across 15 domains.

Features

• Run hierarchical research workflows with Dream Cascade: tasks decompose into subtasks, flow through a mid-level coordinator, and arrive at an executive summary
• Dispatch parallel agents across domains with Dream Swarm: web, academic, and data searches run simultaneously and merge into a unified result
• Load config from any combination of defaults, .env, env vars, and CLI args; later sources always win
• Auto-discover API keys for 16 LLM providers from the environment with no extra setup
• Stream real-time progress via callbacks: terminal progress bars, WebSocket, or SSE
• Install as a Claude Code plugin and invoke 72 specialized agents across 15 domains from any session

Ecosystem

PyPI	geepers-llm · geepers-kernel
Claude Code	/plugin add lukeslp/geepers
Manus	manus-skills.json in this repo
Codex	codex-package.json in this repo
Clawhub	clawhub-package.json in this repo
MCP servers	geepers-mcp · pip install geepers-mcp[all]
Orchestration	beltalowda · multi-agent-orchestration
Data clients	Bundled in geepers-kernel · 17+ structured APIs

Install

As Claude Code Plugin (recommended)

In Claude Code CLI:

/plugin add lukeslp/geepers

Manual Installation (skills only)

git clone https://github.com/lukeslp/geepers.git ~/geepers
mkdir -p ~/.claude/skills
for zip in ~/geepers/skills/zips/*.zip; do
  name=$(basename "$zip" .zip)
  mkdir -p ~/.claude/skills/$name
  unzip -o "$zip" -d ~/.claude/skills/$name
done

Quick Start

72 Specialized Agents

config = ConfigManager(app_name="myapp")

Category	Agents	Purpose
Master	geepers_conductor	Routes tasks to domain specialists
Checkpoint	scout, repo, status, snippets, orchestrator	Session maintenance
Deploy	caddy, services, validator, orchestrator	Infrastructure
Quality	a11y, perf, api, deps, critic, security, testing, orchestrator	Code audits
Frontend	css, design, motion, typescript, uxpert, webperf, orchestrator	UI/UX development
Fullstack	db, react, orchestrator	End-to-end features
Hive	builder, planner, integrator, quickwin, refactor, orchestrator	Task execution
Research	data, links, diag, citations, fetcher, searcher, orchestrator	Data gathering
Datavis	color, data, math, story, viz, orchestrator	Data visualization
Games	game, gamedev, godot, orchestrator	Game development
Corpus	corpus, corpus_ux, orchestrator	Linguistics/NLP
Web	flask, express, orchestrator	Web applications
Python	pycli, orchestrator	Python projects
Standalone	api, scalpel, dashboard, canary, janitor, docs, git, todoist	Specialized tasks
System	help, onboard, diag	System utilities

Packaged Skills

All agents are packaged as Claude Code skills in skills/zips/:

Skill	Type	Description
conductor	Master	Top-level orchestrator routing to all agents
checkpoint	Orchestrator	Session boundaries, routine maintenance
deploy	Orchestrator	Deployment, infrastructure, Caddy
quality	Orchestrator	Code audits, a11y, perf, security, testing
frontend	Orchestrator	CSS, TypeScript, motion, design, UX
fullstack	Orchestrator	Backend + frontend end-to-end
hive	Orchestrator	Build from plans, execute backlogs
research	Orchestrator	Information gathering, API data
datavis	Orchestrator	D3.js, Chart.js, data visualization
datavis-agents	Orchestrator	Individual datavis specialist agents
games	Orchestrator	Game dev, Godot, gamification
corpus	Orchestrator	Linguistics, NLP, corpus work
web-dev	Orchestrator	Flask + Express web applications
python-dev	Orchestrator	Python projects, CLI tools
server-deploy	Standalone	dr.eamer.dev service management
engineering	Standalone	System architecture, full-stack code
executive	Standalone	Strategic planning, cross-team coordination
finance	Standalone	Monetization, financial modeling
product	Standalone	Product strategy, PRDs
api-design	Standalone	REST API design review
canary	Standalone	Quick health checks
dashboard	Standalone	System monitoring dashboard
docs	Standalone	Documentation generation
git-ops	Standalone	Git operations, conflict resolution
git-hygiene-guardian	Standalone	Git hygiene enforcement
janitor	Standalone	Project cleanup
scalpel	Standalone	Surgical code edits
todoist	Standalone	Todoist task management
system-diag	Standalone	Full system diagnostics
system-help	Standalone	Agent discovery and help
system-onboard	Standalone	Project onboarding
swarm	Research	Parallel multi-domain search
geepers-cascade	Research	Hierarchical deep research
geepers-publish	Workflow	Publishing and release workflow
geepers-team	Workflow	Team coordination workflow
data-fetch	MCP	Universal data fetching server
mcp-orchestration	MCP	Multi-agent orchestration server
vision	MCP	Alt text and image analysis

Skill Structure

skills/
├── source/           # Skill source directories
│   ├── conductor/
│   │   └── SKILL.md
│   ├── quality/
│   │   ├── SKILL.md
│   │   └── agents/   # Sub-agent definitions
│   │       ├── geepers_a11y.md
│   │       ├── geepers_critic.md
│   │       └── ...
│   └── ...
├── zips/             # Packaged skill zips
├── ...               # Individual skill directories
scripts/
├── rebuild-zips.sh        # Rebuild all zips from source
└── package_all_skills.py  # Generate skills from agents

Orchestrators

Agents are available via Claude Code's Task tool with subagent_type:

# Quick reconnaissance
Task with subagent_type="geepers_scout"

# Infrastructure changes
Task with subagent_type="geepers_caddy"

# End-of-session cleanup
Task with subagent_type="geepers_orchestrator_checkpoint"

# Full-stack development
Task with subagent_type="geepers_orchestrator_fullstack"

# Frontend work
Task with subagent_type="geepers_orchestrator_frontend"

Agent Categories

The bundled plugin installs a routing guide at agents/shared/AGENT_DOMAINS.md alongside the agent definitions.

Orchestrators coordinate multiple specialists:

• geepers_conductor - Master router
• geepers_orchestrator_frontend - CSS, React, design, motion
• geepers_orchestrator_fullstack - Backend + frontend
• geepers_orchestrator_hive - Build from plans and TODOs
• geepers_orchestrator_quality - Audits and reviews
• geepers_orchestrator_deploy - Infrastructure changes
• geepers_orchestrator_checkpoint - Session maintenance
• geepers_orchestrator_research - Data gathering
• geepers_orchestrator_datavis - Visualization
• geepers_orchestrator_games - Game development
• geepers_orchestrator_corpus - Linguistics/NLP
• geepers_orchestrator_web - Web applications
• geepers_orchestrator_python - Python projects

Related: geepers-mcp

For programmatic orchestration with LLM providers and data clients, see geepers-mcp:

• Dream Cascade - Hierarchical 3-tier research orchestration
• Dream Swarm - Multi-domain parallel search
• 12 LLM Providers - Anthropic, OpenAI, xAI, Gemini, Mistral, Cohere, etc.
• 17 Data Clients - Census, arXiv, GitHub, NASA, Wikipedia, etc.

Building Skills

# Regenerate all SKILL.md files from agent definitions
python3 scripts/package_all_skills.py

# Rebuild all zip files
bash scripts/rebuild-zips.sh

# Install to Claude Code
for zip in skills/zips/*.zip; do
  name=$(basename "$zip" .zip)
  mkdir -p ~/.claude/skills/$name
  unzip -o "$zip" -d ~/.claude/skills/$name
done

Auto-discovers keys for 16 LLM providers from environment variables.

MCP Server Bridges

Six STDIO-based MCP servers ship with the package, covering the most common tool categories:

• geepers-unified: all tools in one server
• geepers-providers: LLM provider access
• geepers-data: data source clients
• geepers-cache: caching layer
• geepers-utility: file and text utilities
• geepers-websearch: web search tools

Naming Registry

Maps roles to consistent identifiers across four scopes (internal, package, CLI, MCP) and resolves legacy class names to their canonical equivalents:

from geepers.naming import get_identifier, resolve_legacy

get_identifier("orchestrator", "cascade")  # Returns scoped identifier
resolve_legacy("BeltalowdaOrchestrator")   # Maps to canonical name

Claude Code Agents

Markdown-defined agents organized into 15 domains. Each domain has an orchestrator that coordinates its specialists; the top-level conductor routes across all domains.

Domain	Orchestrator	Specialists
Master	geepers_conductor	Routes to all domains
Checkpoint	orchestrator_checkpoint	scout, repo, status, snippets
Deploy	orchestrator_deploy	caddy, services, validator
Quality	orchestrator_quality	a11y, perf, deps, critic, security, testing
Frontend	orchestrator_frontend	css, design, motion, typescript, uxpert, webperf
Fullstack	orchestrator_fullstack	db, react
Hive	orchestrator_hive	builder, planner, integrator, quickwin, refactor
Research	orchestrator_research	data, links, diag, citations, fetcher, searcher, doublecheck
Web	orchestrator_web	flask, express
Python	orchestrator_python	pycli
Games	orchestrator_games	game, gamedev, godot
Corpus	orchestrator_corpus	corpus, corpus_ux
Datavis	orchestrator_datavis	viz, color, story, math, data
System	(standalone)	help, onboard, diag
Standalone	(standalone)	api, scalpel, janitor, canary, dashboard, git, docs, todoist

Routing: Conductor → Orchestrators → Specialists.

To invoke an agent in Claude Code, use the Task tool with the agent's subagent_type:

geepers_conductor               # top-level router - when in doubt, start here
geepers_orchestrator_frontend   # coordinates all frontend specialists
geepers_scout                   # fast project reconnaissance
geepers_orchestrator_research   # coordinates research and data agents

Cross-Platform Skills

53 skills in skills/ shared across all platforms. One repo, multiple manifests. Each platform gets its own manifest file generated from the same skill directories:

Platform	Manifest	Install
Claude Code	.claude-plugin/plugin.json	/plugin add lukeslp/geepers
Manus	manus-skills.json	Copy skills/ and manus-skills.json
Codex	codex-package.json	Copy skills/ and codex-package.json
Clawhub	clawhub-package.json	bash scripts/publish-clawhub.sh

Regenerate all manifests after adding/removing skills:

python3 scripts/build-manifests.py

Author

Luke Steuber · lukesteuber.com · @lukesteuber.com

License

MIT - see LICENSE