{"slug":"skillopt","name":"SkillOpt","kind":"tool","deliveryMethods":["tool"],"kindLabel":"Tool","grade":"B","score":78,"tagline":"SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, valid","description":"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.","tags":["prompt","skill","self-improvement","reflection","evaluation"],"url":"https://way.space/tool/skillopt","stars":"—","category":"coding","categories":["coding"],"repo":"https://github.com/microsoft/SkillOpt","website":"https://aka.ms/skillopt","license":"MIT","maintainers":[{"login":"microsoft","url":"https://github.com/microsoft","isMember":false,"verified":false},{"login":"Yif-Yang","url":"https://github.com/Yif-Yang","isMember":false,"verified":false},{"login":"lufen","url":"https://github.com/lufen","isMember":false,"verified":false},{"login":"Lliar-liar","url":"https://github.com/Lliar-liar","isMember":false,"verified":false}],"scoreWhy":[{"label":"Contributors & bus-factor","detail":"25 recent contributors","direction":"positive"},{"label":"Commit recency","detail":"last commit 2d ago","direction":"positive"},{"label":"Commit cadence","detail":"236 commits in 90 days","direction":"positive"},{"label":"Issue close ratio","detail":"67% of issues closed","direction":"positive"},{"label":"Release cadence","detail":"2 releases in 12 months","direction":"positive"},{"label":"Stars (log-damped)","detail":"18,667 stars (log-damped)","direction":"positive"},{"label":"Star authenticity","detail":"star-velocity check unavailable — GitHub no longer publishes stargazer timestamps for this repo","direction":"neutral"},{"label":"Engagement-to-star ratio","detail":"low engagement (0.12 per star) — possible inflated stars","direction":"negative"}]}