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bumblebeeswarm

v2026.5.10

Published

10 days ago

Self evolving agents with automated skill creation. Agents that get smarter over time and actually remembers things. Say goodbye to babysitting your dumb agent with amnesia that forgets what it was doing part way through a task and you come back to findin

Downloads

519

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🐝 BumbleBeeSwarm

BumbleBeeSwarm is a fork of OpenClaw with custom hooks for self-evolving agents and automated skill creation.

The core idea: agents that build their own skills, remember everything, and get smarter over time — no manual skill management required.

Features

Auto-skill generation — skills spawn on demand when the agent needs them
Prompt interception hooks — intercept and route prompts before they reach the model
Persistent memory — agents that remember, not agents that forget
Self-evolving — the more you use it, the smarter it gets

Installation

npm install -g bumblebeeswarm

Or via pnpm:

pnpm add -g bumblebeeswarm

After install, run the onboard process:

bumblebeeswarm onboard

What's Different from OpenClaw

BumbleBeeSwarm adds the before_skill_match hook — a plugin hook that fires every turn before skill matching happens. This enables:

Dynamic skill creation based on context
Prompt interception and routing
Auto-discovery of missing skills
Skills that evolve based on usage patterns

Documentation

OpenClaw Docs — general gateway and plugin documentation
Hook System — see source for hook implementation details

License

MIT — same as OpenClaw