thumbgate
CommunityBlock repeat mistakes in AI agent tool use.
Software Engineering#ai agents#mcp#feedback loop#pretooluse#coding workflows#tool governance#prevention rules
AuthorIgorGanapolsky
Version1.0.0
Installs0
System Documentation
What problem does it solve?
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.
Core Features & Use Cases
- Thumbs-down to Prevention Rules: Captures failure context and auto-promotes repeated failures into prevention rules.
- Pre-Action Tool Gating (PreToolUse): Intercepts tool calls via MCP hooks and blocks known-bad actions before they run.
- Context Packs & Retrieval: Provides bounded relevant lesson history for the current task to improve consistency without requiring model fine-tuning.
Quick Start
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.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: thumbgate Download link: https://github.com/IgorGanapolsky/ThumbGate/archive/main.zip#thumbgate Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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