DSH Plugins技能

SkillOpt

microsoft/SkillOpt

SkillOpt is a tool for DeepSeek Harness. 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.

查看仓库项目主页

Stars: 16.9k
Forks: 1.6k
Issues: 40
Update: 10 days

REVIEW SCORECARD

评测成绩单

8.7/10Excellent

detail.dimSecurity9.0

detail.dimQuality9.0

detail.dimContent8.0

detail.dimDeps7.0

detail.dimMaintenance9.0

✓ 无Risky检出 · 自动化扫描结果仅供参考，非官方背书

AI DEEP REVIEW

AI 深度评测

8.2/10Recommended

A well-documented, actively maintained Microsoft optimizer that trains reusable agent skills without touching model weig

Code quality8

README references versioned docs, a changelog, PyPI releases, and a structured training loop (rollout→reflect→aggregate→select→update→evaluate), but no CI or test details are visible in the excerpt.

Security7

No plaintext secrets, download-and-execute instructions, or excessive permissions appear; install is a standard pip package, though the optimizer calls external LLM backends and the excerpt gives no deeper security detail.

Utility9

It addresses a real pain point by turning hand-crafted or one-shot agent skills into validation-gated, reusable best_skill.md artifacts with zero inference-time model calls at deployment.

Maintenance9

Last updated 2026-09-05 with v0.2.0 released 2026-07-02, an active changelog, news entries, and third-party integrations, indicating ongoing development.

Docs8

The README links to versioned docs, a rendered guideline, a technical blog, a changelog, and release notes, though the excerpt itself only summarizes rather than showing full install/usage steps.

Generated by AI after reading the project README, as a decision aid; neutral scores are given when information is thin. Not an official endorsement.

PROJECT README项目说明展开Collapse

正在读取 GitHub README...

INSTALL REFERENCE

安装参考

待结构检查

pip install skillopt

This command comes from an explicit install reference in the README and is provided for reference only — it is never auto-executed by a DSH host.

PROJECT TOPICS

项目标签

agent-skills self-evolving-agents

VALIDATION LADDER

验证进度

待结构检查

01市场发现Passed

02归类识别Passed

03结构检查Pending

04实机验证Pending

FAQ

Frequently Asked Questions

What is SkillOpt used for?

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.

How popular is SkillOpt?

SkillOpt has 16,916 stars and 1,588 forks on GitHub, last updated 2026-09-05.

What license does SkillOpt use?

SkillOpt is distributed under the MIT license.

Is SkillOpt compatible with DeepSeek Harness?

SkillOpt is listed in the DSH Universe directory as a tool for DeepSeek Harness. This plugin is listed in the DSH Universe directory and covered by its validation pipeline.

CLASSIFICATION EVIDENCE