skillopt-sleep

仓库创建 2026年5月8日最近提交 19 小时前SkillHot 收录 5 小时前

▸ 精选理由

适合希望把重复工作自动提炼为技能的 Cursor 用户或开发者。

▸ 风险提示

会读取本地会话数据，可能涉及敏感或私有信息处理。

这个 Skill 做什么

让 Cursor 从本地会话中挖掘、回放并生成候选技能改进。

让 Cursor 从本地会话里“睡一觉”，挖掘重复任务并回放，自动生成把常见工作收敛成 Cursor skill 的改进建议。当你想把零散操作变成可复用技能、做离线收割或排程采集时会用到。特点是带验证门控：只有提升 held-out 分数的提案才会被采纳，默认不会直接改动线上内容。

▸ 展开 SKILL.md 英文原文

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.

Skill 开发管理Cursor技能挖掘离线学习Cursor

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安装 / 使用

给你的 Agent 一句话（通用）

帮我安装这个 skill：https://raw.githubusercontent.com/microsoft/SkillOpt/main/plugins/cursor/skills/skillopt-sleep/SKILL.md

或 curl 直取 SKILL.md

curl -fsSL "https://raw.githubusercontent.com/microsoft/SkillOpt/main/plugins/cursor/skills/skillopt-sleep/SKILL.md"

SKILL.MD 节选查看完整文件 ↗

# 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:

```text
.cursor/skills/skillopt-sleep-lea

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