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`Cq`, a shared memory layer for coding agents
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CqTool — local-first shared memory layer for agents
Instead of stuffing AGENTS.md, it stores verified gotchas as reusable knowledge units any agent can query first. Local-first design plus optional team review makes it practical to test now, though public-network value is still unproven.
- Agents submit structured
knowledge unitsfrom real failures, then query them before starting similar work to avoid repeating the same mistakes. - Default setup is local-first with
FastMCP+SQLite; knowledge stays on-device unless you opt into team sync. - Team mode adds
FastAPIand a browser HITL review flow, so shared memory is curated before other agents can consume it. - One concrete win: outdated GitHub Action major versions were captured once, then reused across repos and models after proactive verification.
- The interesting bet is the interface: cross-agent memory as a separate layer, not more rules crammed into
CLAUDE.mdorAGENTS.md.
Source: blog.mozilla.ai/cq-stack-overflow-for-agents/Read original →