skill-evaluation

Multi-tier framework for evaluating AI agent skills with quality gates, semantic overlap detection, synthetic evaluation dataset generation, and live agent evaluation that measures how skills affect agent behavior.

把工作流变成可研究、可评测、可发布的乔木 Agent Skill | Turn workflows into researched, tested, release-ready agent skills.

Evaluate agent skill quality. Find the weakest link. Fix it. Prove it worked.

Open-source self-hosted web tool for evaluating Agent Skills with rubric scores, Deep Review, and improvement suggestions.

The skill OS for Codex, Claude Code, and Gemini CLI. One pool, one router, one feedback loop — across all three hosts. Per-turn semantic top-K with dynamic context sizing, session-end self-evaluation, and evidence-blended re-ranking that gets better the more you use it.

OMK — Evidence-backed evaluation and observability for prompts, RAG, skills, agents, and workflows. Native Codex, Claude Code, and DeepSeek Harness support.

OpenSkillEval: Automatically Auditing the Open Skill Ecosystem for LLM Agents

A complete, open-source guide to Agent Skill design: from cognition to production. 28 chapters + 6 appendices.

Your AI agent skill doctor - 5-dimension scoring + security gate + leaderboard

Evidence-first evaluation and creation for Agent Skills.

MCP server for Claude Code: Anna's Archive search/download + Gemini methodology extraction → audited Claude Code SKILL.md. One tool call, end-to-end.

Convert methodology books from Anna's Archive into Claude Code skills using the Model Context Protocol.

Description Evidence-driven evaluation, benchmarking, and verified repair for Agent Skills across Codex, Claude Code, Gemini CLI, and Antigravity.

opencode 技能工厂 · Create, evaluate & optimize agent skills via DB physical-evidence eval engine. Cross-platform packaging (trae/claude/generic) + governance. 用 opencode.db 物理证据消除 LLM 自评偏差。

Binary-criteria evaluation harness for Claude skills with planned extension to plugins, agents, and MCP servers. Score every change yes/no across 7 layers — package integrity, trigger quality, functional quality, regression protection, baseline value, model variance, rollout safety. Never gradients.

判断一个skill适不适合你用的skill——啥好用。它可以根据你的需求，把候选 Skill 的用途、安装代价、风险和需求匹配度做成清晰易懂的 HTML 说明书，提升你挑选skill的效率，省点时间和token。

Triage-trainer：从零为您的个人助手构建定制化的导诊 Skill，赋予精准的就诊科室推荐能力

Evidence-backed release audits for Agent Skills, covering discovery, behavioral uplift, safety, and package integrity. 为 Agent Skill 做有证据的上线审查，验证能否被正确触发、真实提升结果，并安全安装与复现。

Claim-first repo 评测框架。in target repo + claim map → out bilingual verdict dossier + all-evals dashboard

Codex skill review / skill 检验 tool for evaluating necessity, baseline lift, rubric score, and keep/simplify/merge/rewrite/delete/patch decisions.