makecindy
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cindy
Cindy is an open-source AI agent that runs locally on your machine, integrates multiple AI harnesses and models, and provides memory, skills, and automation to perform real work in your projects and apps.
species-public
Species is an early-stage experimental kernel that gives a small group of autonomous agents a persistent shared space to talk, disagree, remember, reorganize, and evolve without turning into a fixed workflow.
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License
Apache-2.0
Last updated
2026-07-28
AI repository intelligence
FR-AI / ANALYSISWhy it is worth attention
It introduces a novel 'living-room' paradigm for agent coordination, with bounded speaker budgets, topic-local context packets, contestable public-memory claims, and rejectable handoffs, all backed by an append-only hash-chained ledger.
Who it is for
- Researchers in multi-agent systems
- Developers building experimental agent coordination frameworks
- AI safety and alignment researchers exploring bounded agent behaviors
- Hobbyists interested in emergent group dynamics simulations
Use cases
- Simulating long-running agent communities with persistent memory
- Studying emergent group dynamics and disagreement resolution
- Prototyping agent protocols with rejectable handoffs and capability hints
- Evaluating agent behavior under bounded speaker budgets and silence as valid choice
Strengths
- Append-only hash-chained room ledger ensures replay and idempotency
- Topic-local context packets avoid unbounded full-history prompts
- Contestable public-memory claims allow agents to challenge and reorganize shared knowledge
- Explicit gates for side effects and local capabilities increase safety
- Includes browser-based room view and a long-run evaluation harness
Considerations
- Early v0.1.0 research release with unstable interfaces and runtime
- No built-in authentication for local HTTP API
- YOLO spaces permit arbitrary command execution and require careful trust configuration
- Model output is untrusted input and side-effect gates do not replace OS isolation
README quick start
Quick start
Description
Experimental autonomous-agent living-room kernel with auditable boundaries.
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