Evals & benchmarks
944 rows, by stacks then stars
508 of these skill files have been read, by 499 distinct authors, and what they tell an agent counted. What Evals & benchmarks authors agree on, and what they forbid
loulanyue/awesome-claude-notes/skills/benchmark Skill
264★ repoCommunity-maintained distribution of reusable AI coding agents, commands, skills, hooks, and cross-harness workflows.
loulanyue/awesome-claude-notes/skills/eval-harness Skill
264★ repoCommunity-maintained distribution of reusable AI coding agents, commands, skills, hooks, and cross-harness workflows.
majiayu000/spellbook/skills/skill-creator Skill
260★ repoCross-runtime skills for Claude Code, Codex, and multi-agent workflows.
Aperivue/medsci-skills/skills/design-ai-benchmarking Skill
258★ repoAgent Skills for medical research — literature search, reporting-guideline & citation checks, statistics, publication figures, submission. Works with Claude Code, Codex, Cursor & GitHub Copilot. Built by a physician-researcher, tested on real publications. MIT.
Aperivue/medsci-skills/skills/mllm-eval Skill
258★ repoAgent Skills for medical research — literature search, reporting-guideline & citation checks, statistics, publication figures, submission. Works with Claude Code, Codex, Cursor & GitHub Copilot. Built by a physician-researcher, tested on real publications. MIT.
membranedev/application-skills/skills/benchmark-email Skill
no license254★ repomicrosoft/GitHub-Copilot-for-Azure/.github/skills/vally-eval Skill
no license242★ repoGitHub Copilot for Azure
lingxling/awesome-skills-cn/anthropics-skills/skills/skill-creator Skill
238★ repo热门Skills中文cn学习版+教程，提供7000+Skills，集成claude skills (11w+Star) | awesome-openclaw-skills (4w+Star) | ui-ux-pro-max-skill (4w+Star)等10余个热门Skill项目
lingxling/awesome-skills-cn/antigravity-awesome-skills/plugins/agentic-awesome-skills-claude/skills/hugging-face-community-evals Skill
238★ repo热门Skills中文cn学习版+教程，提供7000+Skills，集成claude skills (11w+Star) | awesome-openclaw-skills (4w+Star) | ui-ux-pro-max-skill (4w+Star)等10余个热门Skill项目
lingxling/awesome-skills-cn/antigravity-awesome-skills/plugins/agentic-awesome-skills/skills/hugging-face-community-evals Skill
238★ repo热门Skills中文cn学习版+教程，提供7000+Skills，集成claude skills (11w+Star) | awesome-openclaw-skills (4w+Star) | ui-ux-pro-max-skill (4w+Star)等10余个热门Skill项目
lingxling/awesome-skills-cn/antigravity-awesome-skills/plugins/antigravity-awesome-skills-claude/skills/hugging-face-community-evals Skill
238★ repo热门Skills中文cn学习版+教程，提供7000+Skills，集成claude skills (11w+Star) | awesome-openclaw-skills (4w+Star) | ui-ux-pro-max-skill (4w+Star)等10余个热门Skill项目
lingxling/awesome-skills-cn/antigravity-awesome-skills/plugins/antigravity-awesome-skills/skills/hugging-face-community-evals Skill
238★ repo热门Skills中文cn学习版+教程，提供7000+Skills，集成claude skills (11w+Star) | awesome-openclaw-skills (4w+Star) | ui-ux-pro-max-skill (4w+Star)等10余个热门Skill项目
lingxling/awesome-skills-cn/antigravity-awesome-skills/skills/hugging-face-community-evals Skill
238★ repo热门Skills中文cn学习版+教程，提供7000+Skills，集成claude skills (11w+Star) | awesome-openclaw-skills (4w+Star) | ui-ux-pro-max-skill (4w+Star)等10余个热门Skill项目
lingxling/awesome-skills-cn/claude-scientific-skills/skills/arbor Skill
238★ repo热门Skills中文cn学习版+教程，提供7000+Skills，集成claude skills (11w+Star) | awesome-openclaw-skills (4w+Star) | ui-ux-pro-max-skill (4w+Star)等10余个热门Skill项目
lingxling/awesome-skills-cn/composiohq-awesome-claude-skills/composio-skills/benchmark-email-automation Skill
238★ repo热门Skills中文cn学习版+教程，提供7000+Skills，集成claude skills (11w+Star) | awesome-openclaw-skills (4w+Star) | ui-ux-pro-max-skill (4w+Star)等10余个热门Skill项目
telagod/code-abyss/skills/_kernel/ml Skill
238★ repoGive your AI coding agent a personality. Composable persona + style + skills for Claude Code, Codex, Gemini CLI & OpenClaw. Ships Tech Persona Card v1.0 spec.
WithWoz/wozcode-plugin/skills/woz-benchmark Skill
no license201★ repoWOZCODE plugin for Claude Code
PramodDutta/qaskills/seed-skills/ai-agent-eval Skill
201★ repoQA Skills Directory QA Skills is a curated directory of testing-specific skills for AI coding agents (Claude Code, Cursor, Copilot, etc.).
PramodDutta/qaskills/seed-skills/deepeval-llm-evaluation Skill
201★ repoQA Skills Directory QA Skills is a curated directory of testing-specific skills for AI coding agents (Claude Code, Cursor, Copilot, etc.).
PramodDutta/qaskills/seed-skills/openai-evals-trace-grading Skill
201★ repoQA Skills Directory QA Skills is a curated directory of testing-specific skills for AI coding agents (Claude Code, Cursor, Copilot, etc.).
BioTender-max/awesome-bio-agent-skills/skills/claude-science/skill-creator Skill
no license140★ repoA curated collection of AI agent skills for biomedical research, covering genomics, proteomics, single-cell analysis, clinical AI, and protein design.
simbajigege/book2skills/skills/skill-creator Skill
138★ repoCreate best skills based on best books
wanshuiyin/Anti-Autoresearch/skills/eval-design-forensics Skill
123★ repoDon't trust an autoresearch paper at face value. Reviewer-side integrity forensics (self-consistency + fabrication), deterministic verdict. 61 signals: 46 integrity hack-patterns (families A–H, verdict-bearing) + 13 zero-weight AI writing-style impressions (AIS) + 2 advisory. Not an opaque AI-text classifier. The dual of ARIS.
Tencent/SkillHone/skills/skillhone-prd Skill
no license119★ repoContinual agent skill evolution through persistent decision history. Whole-skill optimisation (SKILL.md + scripts + references) with every decision landing as a local Git issue / PR / wiki. Runs on any agentskills.io runtime — Claude Code, Codex, OpenClaw, Hermes.
Tencent/SkillHone/skills/skillhone-synthesis Skill
no license119★ repoContinual agent skill evolution through persistent decision history. Whole-skill optimisation (SKILL.md + scripts + references) with every decision landing as a local Git issue / PR / wiki. Runs on any agentskills.io runtime — Claude Code, Codex, OpenClaw, Hermes.
breath57/dingtalk-skills/.agents/skills/skill-creator Skill
no license99★ repo【Openclaw & Hermes & 企业机器人🤖】钉钉Skill库，含：钉钉文档、知识库、AI(多维)表格、群(单)聊、会议室、日程、待办、通讯录、AI搜索等，自动管理配置，轻量级—仅依赖curl， skill经过严格测试。Lightweight DingTalk Skill Library (curl only). Includes AI search, docs, sheets, chat, meetings, calendar, todos & contacts. Auto-configured & rigorously tested.
deepklarity/harness-kit/.claude/skills/hk-skill-creator Skill
89★ repoA kit for building with AI agents and also the engineering patterns around it.
mturac/everything-openai-codex/skills/eval-harness Skill
88★ repoEOC: open-source operating system for OpenAI Codex workflows with agents, skills, hooks, rules, memory, safety gates, and cross-harness adapters.
mturac/everything-openai-codex/docs/ja-JP/skills/agent-eval Skill
88★ repoEOC: open-source operating system for OpenAI Codex workflows with agents, skills, hooks, rules, memory, safety gates, and cross-harness adapters.
mturac/everything-openai-codex/docs/ja-JP/skills/benchmark Skill
88★ repoEOC: open-source operating system for OpenAI Codex workflows with agents, skills, hooks, rules, memory, safety gates, and cross-harness adapters.
mturac/everything-openai-codex/docs/ja-JP/skills/eval-harness Skill
88★ repoEOC: open-source operating system for OpenAI Codex workflows with agents, skills, hooks, rules, memory, safety gates, and cross-harness adapters.
mturac/everything-openai-codex/docs/ja-JP/skills/healthcare-eval-harness Skill
88★ repoEOC: open-source operating system for OpenAI Codex workflows with agents, skills, hooks, rules, memory, safety gates, and cross-harness adapters.
mturac/everything-openai-codex/docs/ko-KR/skills/eval-harness Skill
88★ repoEOC: open-source operating system for OpenAI Codex workflows with agents, skills, hooks, rules, memory, safety gates, and cross-harness adapters.
mturac/everything-openai-codex/docs/tr/skills/eval-harness Skill
88★ repoEOC: open-source operating system for OpenAI Codex workflows with agents, skills, hooks, rules, memory, safety gates, and cross-harness adapters.
mturac/everything-openai-codex/docs/zh-CN/skills/agent-eval Skill
88★ repoEOC: open-source operating system for OpenAI Codex workflows with agents, skills, hooks, rules, memory, safety gates, and cross-harness adapters.
mturac/everything-openai-codex/docs/zh-CN/skills/benchmark Skill
88★ repoEOC: open-source operating system for OpenAI Codex workflows with agents, skills, hooks, rules, memory, safety gates, and cross-harness adapters.
mturac/everything-openai-codex/docs/zh-CN/skills/eval-harness Skill
88★ repoEOC: open-source operating system for OpenAI Codex workflows with agents, skills, hooks, rules, memory, safety gates, and cross-harness adapters.
mturac/everything-openai-codex/docs/zh-CN/skills/healthcare-eval-harness Skill
88★ repoEOC: open-source operating system for OpenAI Codex workflows with agents, skills, hooks, rules, memory, safety gates, and cross-harness adapters.
mturac/everything-openai-codex/docs/zh-TW/skills/eval-harness Skill
88★ repoEOC: open-source operating system for OpenAI Codex workflows with agents, skills, hooks, rules, memory, safety gates, and cross-harness adapters.
mturac/everything-openai-codex/skills/agent-eval Skill
88★ repoEOC: open-source operating system for OpenAI Codex workflows with agents, skills, hooks, rules, memory, safety gates, and cross-harness adapters.
mturac/everything-openai-codex/skills/benchmark Skill
88★ repoEOC: open-source operating system for OpenAI Codex workflows with agents, skills, hooks, rules, memory, safety gates, and cross-harness adapters.
mturac/everything-openai-codex/skills/healthcare-eval-harness Skill
88★ repoEOC: open-source operating system for OpenAI Codex workflows with agents, skills, hooks, rules, memory, safety gates, and cross-harness adapters.
aAAaqwq/AGI-Super-Team/skills/eval-harness Skill
83★ repo14 AI executives powered by legendary minds (Musk/Buffett/Simons/Feynman) — deploy your virtual C-Suite in one git clone.
zby/commonplace/kb/work/skill-creator-distillation/sources/claude-code-skill-creator Skill
82★ repoThe theory of LLM wikis, running as one. A framework for agent-operated knowledge: typed, linked, review-gated markdown your agents execute.
KerberosClaw/kc_ai_skills/llm-benchmark Skill
77★ repoAI Skills That Actually Do Things — 中文優先的 Claude Code / Codex agent skills 合集 · Reusable bilingual skills for any LLM workflow
avelikiy/great_cto/skills/decision-eval Skill
75★ repoDon't buy software. Get the work done. GreatCTO ships AI autopilots that run a whole business function — medical coding, legal docs, procurement, accounting, IT, tax — from intake to outcome. A qualified human signs only the judgment calls. Live connectors, built-in compliance.
petrkindlmann/qa-skills/skills/ai-system-testing Skill
70★ repo50 QA and test-automation skills for Claude Code, Codex, Cursor, and any Agent Skills Standard runtime.
DevelopersGlobal/ai-agent-skills/skills/hallucination-prevention Skill
65★ repoAI agent skills for production grade applications
HeshamFS/materials-simulation-skills/skills/meta/skill-evaluator Skill
61★ repoAgent Skills for computational materials science -- numerical stability, solvers, meshing, convergence, and simulation workflows.
HeshamFS/materials-simulation-skills/skills/verification-validation/benchmark-and-mms-planner Skill
61★ repoAgent Skills for computational materials science -- numerical stability, solvers, meshing, convergence, and simulation workflows.
ComeOnOliver/skillshub/skills/ComposioHQ/awesome-claude-skills/benchmark-email-automation Skill
59★ repo🧠 The right skill, one API call. AI agent skills registry with token-efficient skill resolution. 5,000+ skills from 500+ top repos.
ComeOnOliver/skillshub/skills/Harmeet10000/skills/golang-benchmark Skill
59★ repo🧠 The right skill, one API call. AI agent skills registry with token-efficient skill resolution. 5,000+ skills from 500+ top repos.
ComeOnOliver/skillshub/skills/Harmeet10000/skills/skill-creator Skill
59★ repo🧠 The right skill, one API call. AI agent skills registry with token-efficient skill resolution. 5,000+ skills from 500+ top repos.
ComeOnOliver/skillshub/skills/LeoYeAI/openclaw-master-skills/agentic-eval Skill
59★ repo🧠 The right skill, one API call. AI agent skills registry with token-efficient skill resolution. 5,000+ skills from 500+ top repos.
ComeOnOliver/skillshub/skills/Orchestra-Research/AI-Research-SKILLs/bigcode-evaluation-harness Skill
59★ repo🧠 The right skill, one API call. AI agent skills registry with token-efficient skill resolution. 5,000+ skills from 500+ top repos.
ComeOnOliver/skillshub/skills/Orchestra-Research/AI-Research-SKILLs/lm-evaluation-harness Skill
59★ repo🧠 The right skill, one API call. AI agent skills registry with token-efficient skill resolution. 5,000+ skills from 500+ top repos.
ComeOnOliver/skillshub/skills/TerminalSkills/skills/ai-eval-ci Skill
59★ repo🧠 The right skill, one API call. AI agent skills registry with token-efficient skill resolution. 5,000+ skills from 500+ top repos.
ComeOnOliver/skillshub/skills/affaan-m/everything-claude-code/agent-eval Skill
59★ repo🧠 The right skill, one API call. AI agent skills registry with token-efficient skill resolution. 5,000+ skills from 500+ top repos.
ComeOnOliver/skillshub/skills/affaan-m/everything-claude-code/benchmark Skill
59★ repo🧠 The right skill, one API call. AI agent skills registry with token-efficient skill resolution. 5,000+ skills from 500+ top repos.
ComeOnOliver/skillshub/skills/affaan-m/everything-claude-code/eval-harness Skill
59★ repo🧠 The right skill, one API call. AI agent skills registry with token-efficient skill resolution. 5,000+ skills from 500+ top repos.