DashClaw

il decision or timeout. - CLI approval channel. `dashclaw approve <id>` from a second terminal. No browser needed. - Node and Python SDKs. Wraps existing calls. No framework lock-in. How the guard check works in practice: const decision = await claw.guard({ action_type: 'deploy', risk_score: 90 }); if (decision.decision === 'block') return; Claude Code integration via hooks. DashClaw intercepts tool calls via PreToolUse hooks before Claude Code executes them. High-risk tools get routed for terminal approval automatically. Works with LangChain, CrewAI, OpenAI tools, Anthropic tools, Autogen, or custom agents. - Quick Demo w/Docker: npx dashclaw-demo - End to End Demo: cd examples/openai-governed-agent && npm install && node index.js That runs a real agent, attempts a high-risk action, DashClaw intercepts it, and waits for your approval in the browser. Or you can run npm install -g @dashclaw/cli and approve it in the terminal via dashclaw approve <actionId> Stack: Next.js 15 (JS, no TS), Neon Postgres, Redis, NextAuth, Vercel. MIT licensed. Honest limitations: guard policies handle threshold and allowlist rules well. Contextual policies that reason over full conversation history are not there yet. Thinking about that as a separate eval layer rather than baking it into the guard runtime. Features in the Labs category are still in development, currently building out integrations and starting with Discord/Slack. GitHub: https://github.com/ucsandman/DashClaw Demo (fixture data, no login): https://dashclaw.io Happy to go deep on any part of the architecture.

e and Python SDKs • a decision ledger for agent actions • policy guardrails before execution • a mission control dashboard for fleet activity • a self-hosted architecture It’s completely open source and designed to be lightweight enough to run locally with agent frameworks. I'm still figuring out what the right abstraction layer is for this kind of infrastructure, so I’d love feedback from people building agents. Repo: https://github.com/ucsandman/DashClaw