{"slug":"llm-as-a-verifier","name":"LLM-as-a-Verifier","kind":"tool","deliveryMethods":["tool"],"kindLabel":"Tool","grade":"C","score":61,"tagline":"LLM-as-a-Verifier is a general-purpose framework that provides fine-grained feedback for any agent without requiring additional training.","description":"LLM-as-a-Verifier is a general-purpose framework that provides fine-grained feedback for any agent without requiring additional training. It achieves SOTA performance across coding, robotics, and medical agentic benchmarks.","tags":["evaluation","verification","best-of-n"],"url":"https://way.space/tool/llm-as-a-verifier","stars":"—","category":"qa","categories":["qa"],"repo":"https://github.com/llm-as-a-verifier/llm-as-a-verifier","website":"https://llm-as-a-verifier.com/docs/","license":"MIT","maintainers":[{"login":"llm-as-a-verifier","url":"https://github.com/llm-as-a-verifier","isMember":false,"verified":false},{"login":"jackyk02","url":"https://github.com/jackyk02","isMember":false,"verified":false},{"login":"joesinvestments","url":"https://github.com/joesinvestments","isMember":false,"verified":false},{"login":"w-zz-w-zz-w","url":"https://github.com/w-zz-w-zz-w","isMember":false,"verified":false}],"scoreWhy":[{"label":"Contributors & bus-factor","detail":"3 recent contributors — concentrated","direction":"positive"},{"label":"Commit recency","detail":"last commit 13d ago","direction":"positive"},{"label":"Commit cadence","detail":"14 commits in 90 days","direction":"positive"},{"label":"Issue close ratio","detail":"23% of issues closed","direction":"positive"},{"label":"Release cadence","detail":"0 releases in 12 months","direction":"negative"},{"label":"Stars (log-damped)","detail":"3,327 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 (0.10 per star) — possible inflated stars","direction":"negative"}]}