thumbgate

PackAI & models

Turns your agent's past mistakes into rules that block repeated errors before they happen.

Unavailable. Delivery for this kind is on the roadmap — not serving yet.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

About this app

Workflow hardening for Claude Code and Claude Desktop. ThumbGate captures feedback, promotes repeated failures into prevention rules, and blocks known-bad actions before tool use.

Signals

GitHub stars: 4k
Forks: 312
Last commit: Aug 2026

Advanced

Item type: plugin
Key: anthropics-claude-plugins-community-thumbgate
Source: github.com/anthropics/claude-plugins-community

github.com/anthropics/claude-plugins-community