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skillopt-sleep

Use when the user wants Cursor to learn from recent local sessions, asks for an offline sleep or dream cycle, wants to consolidate recurring work into a Cursor skill, or requests SkillOpt-Sleep status, harvest, dry-run, run, scheduling, review, or adoption. Drives the validation-gated skillopt_sleep engine with Cursor transcripts and the optional Cursor Agent CLI backend.

plugins/cursor/skills/skillopt-sleep/SKILL.md

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Matches the observed repository HEAD
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Scanner rules are current
Yes
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Observed behavior
Network or broad shell
Last checked
Nov 5, 2026

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18,933
Repository last updated
Nov 5, 2026
License
MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

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# SkillOpt-Sleep for Cursor

SkillOpt-Sleep reviews recent local Cursor sessions, mines recurring tasks,
replays those tasks, and proposes bounded improvements to a project Cursor
skill. With the default gate enabled, a proposal is accepted only when it
improves the held-out score. A normal run stages the proposal for review;
nothing live changes until explicit adoption. There is no model-weight training.

This plugin has no session-end hook and no MCP server. Run the cycle only when
the user asks, or install a schedule only when the user explicitly requests one.

## Cursor target

Always use this project-relative target for Cursor-visible learning: