A self-learning MCP server for Claude Code that captures user corrections and tool failures, distills them into skill drafts, and activates them only after human approval.
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process.env. You'll be asked to provide them before it can run.SN_NUDGE_MIN_CALLS— 25 accumulated work before a nudgeSN_NUDGE_COOLDOWN_MIN— / SN_CORR_COOLDOWN_MIN 10 / 3 nudge cooldownsSN_CORR_COOLDOWN_MIN— SN_NUDGE_COOLDOWN_MIN / 10 / 3 nudge cooldownsSN_STOP_NUDGE— 1 Stop-hook nudge (0 = off)SATORI_AUTO_APPROVE— Fully automatic — a validated draft activates immediately (backup of anything it overwrites, retire_skill = one-call undo); =0 switches to a manual staging gateSN_SEGMENT_TOOL_CALLS— / SN_SEGMENT_FILE_EDITS 12 / 2 "complex segment" thresholdSN_SEGMENT_FILE_EDITS— SN_SEGMENT_TOOL_CALLS / 12 / 2 "complex segment" thresholdSN_PROMOTE_AT— 2 recurrences before a candidate (except corrections)SN_CORRECTION_PROMOTE_AT— 1 user corrections surface immediatelySN_STALE_DAYS— / SN_ARCHIVE_DAYS 30 / 90 draft agingSN_ARCHIVE_DAYS— SN_STALE_DAYS / 30 / 90 draft aging[](https://m8ven.ai/mcp/timoncool-satori-u11tru)