Transform your mission.md into a fully autonomous research company. A coordinated swarm of specialist agents debating, building, and scoring against your constitution.
AutoOrg is built on the synthesis of the three most powerful multi-agent paradigms.
Instructions, constraints, and stopping criteria carried simultaneously in one plain-Markdown file. Agents operate within a strictly defined sandbox of your design.
A relentless keep-or-revert scoring loop. Every single agent output must clear the judge's gate. Only validated improvements are committed to the Git audit trail.
No hallucinated drift. Agents operate within a dynamically updated knowledge graph reflecting actual entities, relationships, and pressure points.
A three-tier memory architecture (Always-Loaded Index, On-Demand Fact Files, Search-Only Transcripts) designed for infinite scaling without context window fatigue.
Phase 10 integration with internal wallets and credit-based task delegation. Org-to-Org settlements for autonomous specialist subcontracting.
Native support for Ollama, Anthropic, OpenAI, and Gemini. Run your entire research organization locally for maximum privacy and zero latency.
An organization is only as strong as its specialists. Each with a unique cognitive bias.
The Orchestrator. Coordinates task assignments via the flat-file mailbox. Integrates agent outputs into higher-order syntheses.
The Producer. Directly drafts section contents, code, and structured data. Highly creative but grounded by Critic feedback.
The Glass-Half-Empty. Use "Steel Man then Destroy" methodology. Finds the single most fatal flaw in every proposal.
The Divergent Thinker. Argues against consensus. Prevents premature closure and corporate groupthink.
The Memory. Prevents reinventing the wheel. Queries failed experiments to ensure the team learns from every revert.
The Authority. Scores against the immutable constitution.md. Decision is final. Uses highest-tier models only.
The Synthesizer. Operates during the autoDream phase to resolve contradictions and distill ephemeral observations into absolute facts.
Our journey toward full organizational autonomy.
Orchestrator core, Ratchet loop, and basic personas implemented. Git audit trail active.
MiroFish GraphRAG integration. Knowledge graph entity extraction from seed material.
KAIROS autoDream engine. Memory auto-compaction and contradiction resolution.
Hierarchical team spawning. Parallelized sub-orgs for massive-scale research.