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DSH PluginsSkill
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.
- Stars
- 16.9k
- Forks
- 1.6k
- Issues
- 40
- Update
- 55 days
REVIEW SCORECARD
Review Scorecard
8.4/10Good
License compliance9.0
Engineering quality9.0
Content completeness8.0
Repository scale7.0
Maintenance activity8.0
✓ No risk detected · Automated scan results are for reference only, not an official endorsement
AI DEEP REVIEW
Worth AI Review
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.
Documentation8
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 — a decision aid, not an endorsement. Neutral scores are given when information is limited.
PROJECT READMEREADMEExpandCollapse
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Open repositoryINSTALL REFERENCE
Install reference
pip install skilloptThis command was extracted from an explicit README install reference and is display-only; the DSH host will not execute it automatically.
PROJECT TOPICS
Project topics
VALIDATION LADDER
Validation progress
01Store discoveryPassed
02ClassificationPassed
03Structure checkPending
04Sandbox validationPending
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
Classification evidence
Project typeSkill
Feature categoryDSH Plugins
Rule confidenceHigh
The system checks GitHub Topics against the site taxonomy and keyword rules. Current matches:agent-skills。
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