Pre-action gates that block AI agents from repeating known mistakes.
npm package: — install with []( — Free stays local-first with 5 daily feedback captures, 10 daily lesson searches, unlimited recall, and gating. Vague thumbs feedback can be distilled from the last ~10 messages and failed tool call. Pro adds a personal local dashboard, Model Hardening Advisor, and LoRA/PEFT export. Team rollout starts at the shared hosted lesson DB, org dashboard, and generated…
Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts — it cannot prove the absence of malicious code.
npm package: — install with []( — Free stays local-first with 5 daily feedback captures, 10 daily lesson searches, unlimited recall, and gating. Vague thumbs feedback can be distilled from the last ~10 messages and failed tool call. Pro adds a personal local dashboard, Model Hardening Advisor, and LoRA/PEFT export. Team rollout starts at the shared hosted lesson DB, org dashboard, and generated hosted review views. Repo boundary: this repository is the public base runtime (). The paid overlay…