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IgorGanapolsky/ThumbGate

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App README

ThumbGate — Infrastructure Firewall for AI Coding Agents

ThumbGate is the pre-action enforcement layer for AI coding agents (Claude Code, Cursor, Codex, OpenCode, and MCP runtimes).

It captures thumbs-up/down feedback → promotes lessons → generates prevention rules → blocks known-bad tool calls via PreToolUse hooks.

Why it exists

Agents burn tokens redoing the same mistakes. ThumbGate turns those mistakes into hard gates so they don't recur.

Quick start

bash
npx thumbgate init
npx thumbgate doctor
npx thumbgate dashboard --open

Product links (tracked)

ActionURL
Homehttps://thumbgate.ai/?utmsource=huggingface&utmmedium=space&utmcampaign=thumbgatespace
Pricing / Prohttps://thumbgate.ai/pricing?utmsource=huggingface&utmmedium=space&utmcampaign=thumbgatespace
Installhttps://thumbgate.ai/install?utmsource=huggingface&utmmedium=space&utmcampaign=thumbgatespace
npmhttps://www.npmjs.com/package/thumbgate
GitHubhttps://github.com/IgorGanapolsky/ThumbGate
Context engineering learnhttps://thumbgate.ai/learn/context-engineering-for-coding-agents?utmsource=huggingface&utmmedium=space&utmcampaign=thumbgatespace

Hugging Face Context Course

Maps the HF Context Course units (skills, MCP, plugins, sub-agents, hooks) onto ThumbGate gates and proof harnesses.

License

MIT (open source runtime). Hosted Pro is optional.

Built by Igor Ganapolsky · not affiliated with Hugging Face.

Research preprint

  • —Paper (PDF + LaTeX): https://huggingface.co/IgorGanapolsky/thumbgate-pre-action-gates-paper
  • —HTML white paper: https://thumbgate.ai/whitepaper