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CKS ecosystem
CKS: verifiable, self-maintaining knowledge for LLMs.
7 followers
CKS: verifiable, self-maintaining knowledge for LLMs.
7 followers
63 MCP tools, 4 agents, 7 sweepers. CKS gives LLMs a verifiable, self-maintaining knowledge backbone: validate, evolve, branch, merge, self-heal graphs. Detects contradictions, stale facts, outdated graphs. Agents resolve them autonomously. Offline search, plugins, SQLite/Postgres, backup, HTTP transport. 2 000+ tests. Zero API keys. Install: pip install cks-mcp
Hey Product Hunt.
Two weeks ago, CKS was a 24-tool anti-hallucination validator. Today it's a
63-tool, multi-agent knowledge ecosystem with 2 000+ tests across five
repositories (cks-core, cks-runtime, cks-mcp, cks-studio, cks-website).
The biggest shift: CKS is no longer something you call ā it's something that
runs on its own.
Seven background sweepers patrol your graphs. They find stale inference chains,
expired provenance records, facts whose valid_until has passed, outdated
registered graphs, unhealthy graphs, and logical contradictions. Every finding
goes into a shared outbox queue.
Four autonomous agents consume those tasks and resolve them. The Critic Agent
handles all conflict types ā LLM arbitration for inference conflicts,
re-verification for provenance, mechanical contradiction resolution. The
Enrichment Agent searches Wikipedia and arXiv for external context and links it
back with provenance. The Fork Resolution Agent resolves CRDT forks using
causality tracking. The Pipeline Agent orchestrates Researcher ā Synthesizer ā
Reviewer ā Arbiter steps.
We tested this on ourselves. We built a knowledge graph of the entire CKS
ecosystem from its five GitHub repos ā 277 objects, 158 relations. Saved it.
Loaded it in a new conversation. Asked Claude to analyze it. It found real
bugs ā self-loop dependencies, missing objects, asymmetric relations. We fixed
them through evolve_knowledge without rebuilding. The system was debugging
itself.
Also new:
ā¢ cks-studio ā a React visual workspace with 2D/3D graph views, AI Chat,
agent control panels, version diff, gallery, and PWA support.
ā¢ cks-website ā full docs and interactive in-browser demo, no server needed.
ā¢ Backup/restore/migrate tools: export your entire knowledge base, import
into Postgres, migrate between backends.
ā¢ Plugin framework ā FastEmbedPlugin, GossipPlugin, and your own.
ā¢ HTTP transport for web frontends, plus stdio for Claude Desktop.
ā¢ CRDT replication with fork detection and quarantine validation.
ā¢ Offline semantic search via fastembed ā no API keys, no network.
Install, connect to Claude Desktop (or run cks-studio), and start building
knowledge that verifies and maintains itself.
Ask me about autonomous agents, self-healing knowledge graphs, or why
"Earth orbits Pasta" is still the best bug report I've ever received.