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After any mistake or unexpected behavior, prompt to capture structured feedback with context, history-aware lesson distillation, and tags.
ThumbGate Pre-Action Checks self-improve from ranked lessons and repeated failures, hard-block detected secret leaks, and block matches in strict mode.
This repository also configures its own agents. See what ThumbGate tells them →
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After any mistake or unexpected behavior, prompt to capture structured feedback with context, history-aware lesson distillation, and tags.
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Before risky tool calls (git push, rm -rf, npm publish, deploy), check prevention rules via the thumbgate MCP server. If a rule matches, STOP and explain why.
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At session start, recall past context. At session end, hand off state for next session.
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Deny a shell or network command that would print a secret or repeat a recorded lesson failure. Use before Bash, terminal, or HTTP tool calls.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: