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v1.0.0 — Stigmergy Multi-Agent System

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@KeepALifeUS KeepALifeUS released this 13 Mar 20:57

Highlights

  • 4 autonomous agents coordinating via stigmergy (indirect communication through shared knowledge base)
  • 80% token reduction compared to traditional orchestrator patterns
  • Knowledge persistence — patterns, anti-patterns, lessons, and decisions stored as JSONL
  • Zero central orchestrator — agents self-organize through environment signals

Agents

Agent Role
Thinker Architecture & planning
Builder-UI Frontend implementation
Builder-DDD Backend/domain implementation
Guardian Quality assurance & review

How It Works

Agents read and write to a shared knowledge base instead of passing messages directly. This mimics how ant colonies coordinate through pheromone trails — simple rules, emergent intelligence.

Built with Claude API.