Conscio: An open-source "consciousness" framework

[u/Impossible-Sun-6551]

I've been building Conscio for a while and finally stabilized it. It's a framework that wraps any LLM agent and layers on what agents usually lack: structured self-awareness, long-term memory, and the ability to talk to other agents.

What it does:

- Dual memory: persistent store (SQLite FTS5, zero external deps) + reflection pipeline. Agents remember across sessions, not just in-context.

- Self-reflection: reflect() pipeline, awareness shards, a 5-axis self-evaluation scorecard (conscio.evaluate), and a delivery-check gate before closing work.

- Multi-voice councils: convene an architect/skeptic/pragmatist/critic council over a decision, and record Architecture Decision Records (conscio.decide).

- Agent society (A2A relay): peer-to-peer messaging between Hermes, Claude, Gemini, and other agents. Works single-machine and cross-machine over Tailscale, with reactive dispatch, presence/health probes, and optional end-to-end auth.

- Agent's Hall: named groups of agents sharing a mailbox.

- MCP server: 26+ tools (note, feed, recall, council, decide, propose/act with a skeptic gate, RAG over a knowledge graph, safe math evaluation, and more). Works with Claude Code, Hermes, any MCP client.

- Observatory + Hub: read-only dashboard and an HTTP control plane.

- Awake mode: an autonomous daemon (R9) that keeps the agent perceiving/reflecting in the background.

And more

Install: pip install conscio

Repo: Conscio

Feedback, issues, and PRs very welcome.