Convert thumbs-down feedback into deterministic pre-action blocks for MCP tool calls.
npx skills add https://github.com/IgorGanapolsky/ThumbGate --skill thumbgate
Please help me install this Agent Skill. Skill: thumbgate Source: https://github.com/IgorGanapolsky/ThumbGate/tree/main Command: npx skills add https://github.com/IgorGanapolsky/ThumbGate --skill thumbgate
ThumbGate prevents AI coding agents from repeating known, high-risk mistakes by converting thumbs-up/down feedback into deterministic pre-action blocks before tool calls execute.
Install ThumbGate for your agent by running: npx thumbgate init, then give your agent a thumbs-down on a repeated failure so the next matching action is blocked.
High-intent search queries and answers about installing and using this skill.
You can prevent AI coding agents from repeating tool use mistakes by capturing thumbs-down feedback and enforcing deterministic blocking via PreToolUse hooks before execution. ThumbGate intercepts MCP tool calls and blocks known-bad actions automatically.
Yes, you can use PreToolUse hooks to block unsafe tool execution in MCP-compatible agent workflows like Cursor, Cline, Codex, Gemini CLI, Amp, and OpenCode. ThumbGate intercepts and gates tool calls before they run.
To turn thumbs-down feedback into prevention rules, run npx thumbgate init. The system captures failure context and auto-promotes repeated failures into deterministic rules that block future matching actions.
The best way to reduce wasted tokens from repeated AI agent failures is to implement pre-action tool gating. ThumbGate applies bounded context packs and retrieval to provide relevant lesson history without requiring model fine-tuning.
No, you do not need to fine-tune your model to stop AI agents from making high-risk mistakes. ThumbGate provides bounded relevant lesson history for the current task to improve consistency without model fine-tuning.
You should not use a pre-action gating approach for coding workflows when your agent operates outside MCP-compatible environments, as ThumbGate relies on MCP hooks and PreToolUse interception to enforce blocking rules effectively.
wormholecowboyScaffold MCP servers in TypeScript or Python with stdio or HTTP transports.
IgorGanapolskyRetrieve prevention rules, past failures, and context packs via the recall MCP tool.
MinhHoangDonoManage MCP servers to discover and execute tool calls.
vieitesssIdentify the exact commit that introduced a bug using git bisect.
