# microsoft/SkillOpt repository brief

> This is an EasyGlobe-authored bilingual repository brief, not a redistributed third-party Skill and not an installable copy of the repository. Review the upstream repository before use.

## English

SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts

EasyGlobe verified this public, non-fork, non-archived repository at commit `3c8873f016397817dcd40c3e5436d92fe19372b8`. The sampled tree contains 4 `SKILL.md` files and at least one sampled file has valid `name` and `description` frontmatter. Its primary directory category is AI & Machine Learning. Static sampling did not find the high-risk credential-exfiltration or destructive-root-delete patterns checked by the research pipeline; this is not a full security audit.

## 中文

microsoft/SkillOpt 是一个面向AI 与机器学习工作流的 GitHub Skill 仓库。EasyGlobe 在提交 `3c8873f016397817dcd40c3e5436d92fe19372b8` 对公开、非 fork、未归档的默认分支进行了抽样核验：仓库树包含 4 个 `SKILL.md` 文件，且至少一个抽样文件具有有效的 `name` 与 `description` frontmatter。静态抽样未命中本流水线检查的凭据外传或根目录破坏性命令模式；这不等同于完整安全审计，使用前仍应检查上游仓库。

## Repository metadata

| Field | Value |
| --- | --- |
| Repository | [microsoft/SkillOpt](https://github.com/microsoft/SkillOpt) |
| Hot rank / score | 10 / 55.84 |
| Stars at verification | 16207 |
| Default branch | `main` |
| Sampled commit | `3c8873f016397817dcd40c3e5436d92fe19372b8` |
| Last push | 2026-08-20T20:40:50Z |
| Verified | 2026-08-21T03:25:24.715Z |
| License | MIT |
| SKILL.md paths in sampled tree | 4 |

## Representative valid Skill evidence

| Path | Frontmatter name | Frontmatter description | SHA-256 |
| --- | --- | --- | --- |
| `plugins/claude-code/skills/skillopt-sleep/SKILL.md` | skillopt-sleep | Use when the user wants their Claude agent to self-improve from past usage, asks about a nightly/offline 'sleep' or 'dream' cycle, memory/skill consolidation, or says things like 'make my agent better the more I use it', 'review my past sessions', 'learn my preferences', 'consolidate what you learned', 'run the sleep cycle', or wants to schedule background self-optimization. Drives the skillopt_sleep engine: harvest past sessions -> mine recurring tasks -> replay through a selected backend -> consolidate validated CLAUDE.md/SKILL.md behind a held-out gate. | `f8e6e40eb1ee9afaa8b150be564ce58105bec8494af980ca3bd5199b85a20089` |
| `plugins/codex/skills/skillopt-sleep/SKILL.md` | skillopt-sleep | Use when the user wants Codex to self-improve from past usage, asks about a nightly/offline 'sleep' or 'dream' cycle, wants Codex to review past sessions, learn preferences, consolidate memory/skills, run dry-run/run/adopt/status for SkillOpt-Sleep, or schedule background self-optimization. Drives the skillopt_sleep engine: harvest past sessions -> mine recurring tasks -> replay through a selected backend -> consolidate validated memory + skills behind a held-out gate. | `6883f48ef6dc4bc4677e1a1bd515bd0fb1355481604adfe88f011e8049926b44` |
| `plugins/cursor/skills/skillopt-sleep/SKILL.md` | 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. | `c9836ffeb3735732807a9538548050a8bcde92c0548d0bd035e3ff45c7623d28` |
| `plugins/openclaw/SKILL.md` | skillopt-sleep | Reference-only OpenClaw adaptation of SkillOpt-Sleep. Use it to study or port the contributed DeepSeek wrapper, not as a ready-to-run installation. | `d1d9dcd8121433bf2349e05d0a304f8ecc715fdbcedb05d4bf48ace556752a6c` |

Source: https://github.com/microsoft/SkillOpt