The Collaborative Memory Platform for Agent Coding
Give your agents a memory that belongs to the team.
Clumsies keeps the architectural rules, constraints, and project context that shape how agents write code outside any single agent runtime — reviewed, versioned, and shared across your engineering team.
Memory as a Team Asset
Rules, workflows, and project context are unified into Markdown-backed Memory objects with semantic descriptions and Org/Project scopes — not fragmented prompt files.
Peer-Reviewed Authority
Drafts become authoritative truth only through team review and a Git-semantic Commit that advances the organization or project Ref.
Precision Activation
Hybrid BM25, vector search, RRF fusion, and cross-encoder reranking activate task-relevant fragments on demand without flooding context budgets.
Human-Reviewed Memory
Agents propose Memory changes as Drafts; human review controls what becomes shared organizational knowledge.
Multi-Host Adapters
Google Antigravity, Claude Code, OpenAI Codex, opencode, and DeepSeek Harness share one App-bundled Rust daemon with zero thin-skill pollution.
Self-Hosted Authority
Run the Rust authority service and PostgreSQL in your own infrastructure with organization OIDC and local-first XPC speed.