ThumbGate
AI agents repeat the same mistakes across sessions because they lack feedback loops.
Stop your AI agent from repeating mistakes. 👍/👎 → searchable lessons → enforced gates. Works with Claude, Cursor, Codex, Gemini, Amp.
- Record agent mistakes as searchable lessons with one click
- Block known-bad patterns from recurring in future sessions
- Share learned guardrails across multiple AI coding tools
AI agents repeat the same mistakes across sessions because they lack feedback loops. ThumbGate captures thumbs-up/down signals and turns them into searchable lessons with enforced gates — a lightweight quality ratchet for any agent.
Teams running multiple AI coding agents (Claude, Cursor, Codex, Gemini) who need a shared mistake-prevention layer across tools.
https://github.com/IgorGanapolsky/ThumbGate
By IgorGanapolsky
How to Get It
claude plugins install IgorGanapolsky/ThumbGate
Tip: Paste this into a Claude Code conversation. Verify command matches your Claude Code version.
Trust Signals Auto-scanned
Community Pulse Active
Discussed on Hacker News, Reddit
- One thumbs-down stopped my agent from repeating the production DB wipe pattern ( — Reddit · 1 pts
- [Workflow] Prevent AI Agents from Repeating Destructive Commands with ThumbGate — Reddit · 1 pts
- One thumbs-down stopped my Claude Code agent from dropping a prod table again (T — Reddit
3 mentions across 1 sources
Reviewer notes
Auto-scanned review. These are observations, not a security certification.
Scored from trust signals (evidence-eval-v1): 13 GitHub stars; 5 contributors; last commit 37d ago; license MIT.
How to evaluate tools before deploying →
Data shown here comes from public APIs and automated scanning. Reviewer notes reflect one person's experience. This is not a security certification or legal recommendation. Always evaluate tools according to your own organization's policies.
Evaluation
Scored from trust signals (evidence-eval-v1): 13 GitHub stars; 5 contributors; last commit 37d ago; license MIT.