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
ComeOnOliver/skillshub/skills/aiskillstore/marketplace/flashinfer-ai/benchmark-kernel 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/alirezarezvani/claude-skills/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/anthropics/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/blackplume233/UnrealMCPHub/ue-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/comsky/remy-skill-recipes/competitive-feature-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/countbot-ai/CountBot/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/daymade/claude-code-skills/promptfoo-evaluation 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/daymade/claude-code-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/github/awesome-copilot/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/github/awesome-copilot/eval-driven-dev 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/guanyang/antigravity-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/jeremylongshore/claude-code-plugins-plus-skills/benchmark-suite-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/jeremylongshore/claude-code-plugins-plus-skills/security-benchmark-runner 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.
AlterLab-IEU/AlterLab-Academic-Skills/skills/writing-tools/alterlab-scholar-eval Skill
58★ repo239 evaluated academic Claude/agent skills across 17 research domains (bioinformatics, data science, clinical, social-science methods, Turkish academia & more). Executable eval per skill, deterministic citation verifier, research→write→review→publish pipeline, and a skill-finder front door. Claude Code, Cursor, Codex, Gemini CLI & Copilot.
liqiongyu/lenny_skills_plus/skills/building-with-llms Skill
51★ repo86 agent-executable skill packs converted from RefoundAI’s Lenny skills (unofficial). Works with Codex + Claude Code.
adriannoes/awesome-agentic-ai/cursor-claude-codex/skills/autoresearch Skill
48★ repo329 agent skills (Cursor, Claude Code & Codex), 5,380 OpenClaw skills, 201 ML notebooks, 7 textbooks, 52 research papers, 17 industry reports for PMs, Designers & Developers.
adriannoes/awesome-agentic-ai/cursor-claude-codex/skills/david-ondrej/agent-orchestration/run-deep-swe Skill
48★ repo329 agent skills (Cursor, Claude Code & Codex), 5,380 OpenClaw skills, 201 ML notebooks, 7 textbooks, 52 research papers, 17 industry reports for PMs, Designers & Developers.
adriannoes/awesome-agentic-ai/cursor-claude-codex/skills/igoruehara-spec-driven/skills/evals Skill
48★ repo329 agent skills (Cursor, Claude Code & Codex), 5,380 OpenClaw skills, 201 ML notebooks, 7 textbooks, 52 research papers, 17 industry reports for PMs, Designers & Developers.
Creator commercial value benchmark
allinherog-star/ai-skills/skills/creator-commercial-value-benchmark Skill
no license47★ repoAI Skills(ai-skills.ai)是一个面向各行各业的 AI 技能库。可直接用于openclaw,Hermes,qclaw,claude code,codex等智能体平台。为你的职业发展、行业竞争力,增加更多可能。
nota-america/forgecat-agent-profiles/profiles/anthropics/claude-plugins-official/anthropics_claude-plugins-official_skill-creator/for-claude/.claude/skills/skill-creator Skill
46★ repoProduction-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.
nota-america/forgecat-agent-profiles/profiles/anthropics/claude-plugins-official/anthropics_claude-plugins-official_skill-creator/for-codex/.agents/skills/skill-creator Skill
46★ repoProduction-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.
nota-america/forgecat-agent-profiles/profiles/anthropics/claude-plugins-official/anthropics_claude-plugins-official_skill-creator/for-cursor/.cursor/skills/skill-creator Skill
46★ repoProduction-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.
nota-america/forgecat-agent-profiles/profiles/anthropics/claude-plugins-official/anthropics_claude-plugins-official_skill-creator/for-forgecat/skills/skill-creator Skill
46★ repoProduction-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.
nota-america/forgecat-agent-profiles/profiles/anthropics/skills/anthropics_skills_skill-creator/for-claude/.claude/skills/skill-creator Skill
46★ repoProduction-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.
nota-america/forgecat-agent-profiles/profiles/anthropics/skills/anthropics_skills_skill-creator/for-codex/.agents/skills/skill-creator Skill
46★ repoProduction-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.
nota-america/forgecat-agent-profiles/profiles/anthropics/skills/anthropics_skills_skill-creator/for-cursor/.cursor/skills/skill-creator Skill
46★ repoProduction-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.
nota-america/forgecat-agent-profiles/profiles/anthropics/skills/anthropics_skills_skill-creator/for-forgecat/skills/skill-creator Skill
46★ repoProduction-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.
Ai hallucination fact check protocol
nota-america/forgecat-agent-profiles/profiles/garethmanning/education-agent-skills/for-claude/.claude/skills/ai-hallucination-fact-check-protocol Skill
46★ repoProduction-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.
Ai hallucination fact check protocol
nota-america/forgecat-agent-profiles/profiles/garethmanning/education-agent-skills/for-codex/.agents/skills/ai-hallucination-fact-check-protocol Skill
46★ repoProduction-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.
Ai hallucination fact check protocol
nota-america/forgecat-agent-profiles/profiles/garethmanning/education-agent-skills/for-cursor/.cursor/skills/ai-hallucination-fact-check-protocol Skill
46★ repoProduction-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.
Ai hallucination fact check protocol
nota-america/forgecat-agent-profiles/profiles/garethmanning/education-agent-skills/for-forgecat/skills/ai-hallucination-fact-check-protocol Skill
46★ repoProduction-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.
nota-america/forgecat-agent-profiles/profiles/garrytan/gstack/for-claude/.claude/skills/garrytan_gstack/benchmark-models Skill
46★ repoProduction-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.
nota-america/forgecat-agent-profiles/profiles/garrytan/gstack/for-claude/.claude/skills/garrytan_gstack/benchmark Skill
46★ repoProduction-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.
nota-america/forgecat-agent-profiles/profiles/garrytan/gstack/for-codex/.agents/skills/garrytan_gstack/benchmark-models Skill
46★ repoProduction-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.
nota-america/forgecat-agent-profiles/profiles/garrytan/gstack/for-codex/.agents/skills/garrytan_gstack/benchmark Skill
46★ repoProduction-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.
nota-america/forgecat-agent-profiles/profiles/garrytan/gstack/for-cursor/.cursor/skills/garrytan_gstack/benchmark-models Skill
46★ repoProduction-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.
nota-america/forgecat-agent-profiles/profiles/garrytan/gstack/for-cursor/.cursor/skills/garrytan_gstack/benchmark Skill
46★ repoProduction-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.
nota-america/forgecat-agent-profiles/profiles/garrytan/gstack/for-forgecat/skills/garrytan_gstack/benchmark-models Skill
46★ repoProduction-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.
nota-america/forgecat-agent-profiles/profiles/garrytan/gstack/for-forgecat/skills/garrytan_gstack/benchmark Skill
46★ repoProduction-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.
BagelHole/DevOps-Security-Agent-Skills/devops/ai/agent-evals Skill
46★ repoAgent-ready DevOps, security, infrastructure, and compliance knowledge base with 80+ skills across Kubernetes, Terraform, AWS/Azure/GCP, AI platform operations, container hardening, SOC2/ISO27001, and incident response—plus ready-to-run scripts, templates, and playbooks for SRE, platform, and security teams.
BagelHole/DevOps-Security-Agent-Skills/devops/ai/rag-observability-evals Skill
46★ repoAgent-ready DevOps, security, infrastructure, and compliance knowledge base with 80+ skills across Kubernetes, Terraform, AWS/Azure/GCP, AI platform operations, container hardening, SOC2/ISO27001, and incident response—plus ready-to-run scripts, templates, and playbooks for SRE, platform, and security teams.
Kanevry/session-orchestrator/skills/eval Skill
45★ repoLoop engineering for AI coding agents — turn ad-hoc sessions into a repeatable research → plan → wave-execute → close loop with verification gates. Runs on Claude Code, Codex CLI, Cursor, and Pi. MIT community plugin.
Arize-ai/arize-skills/skills/arize-evaluator Skill
43★ repoAgent skills for Arize — datasets, experiments, and traces via the ax CLI
haabe/mycelium/plugins/mycelium/skills/eval-runner Skill
42★ repoAI made building cheap. It didn't make deciding cheap. Mycelium is a Claude Code harness that makes your agent run discovery and weigh evidence before it writes code. It earns the right to start. Built for software, courses, AI tools, and services.
magnus919/agent-skills/agent-evals-and-observability Skill
41★ repoCurated collection of AI agent skills for Hermes and other agent frameworks
skillberry-ai/cap-evolve/skills/orchestrate/using-cap-evolve Skill
37★ repoOptimize any AI agent’s skills, tools/MCP, and prompts against your own evals.
manusco/resonance/.agents/skills/engineering/ai-engineering Skill
36★ repoThe Vibe Coding Operating System.
Materials benchmark datasets starter
ma-compbio-lab/SkillFoundry/skills/materials-science-and-engineering/materials-benchmark-datasets-starter Skill
36★ repoA framework for discovering, compiling, and validating reusable skills for scientific agents.
Inspect evaluation harness starter
ma-compbio-lab/SkillFoundry/skills/scientific-agents-and-automation/inspect-evaluation-harness-starter Skill
36★ repoA framework for discovering, compiling, and validating reusable skills for scientific agents.
Benchmark table mining starter
ma-compbio-lab/SkillFoundry/skills/scientific-knowledge/benchmark-table-mining-starter Skill
36★ repoA framework for discovering, compiling, and validating reusable skills for scientific agents.
theogbrand/yoink/.agents/skills/skill-creator Skill
35★ repoyoink is an AI agent that removes complex dependencies by reimplementing only what you need.
NickCrew/Claude-Cortex/skills/eval-designer Skill
30★ repoClaude Cortex
ContextJet-ai/awesome-llm-observability/skills/build-eval-dataset Skill
no license29★ repo50+ curated LLM observability tools PLUS 26 Agent Skills (several with runnable, unit-tested scripts) to build, evaluate, debug, secure & monitor reliable LLM apps. Tracing, evals, guardrails, LLMOps.
ContextJet-ai/awesome-llm-observability/skills/collect-user-feedback Skill
no license29★ repo50+ curated LLM observability tools PLUS 26 Agent Skills (several with runnable, unit-tested scripts) to build, evaluate, debug, secure & monitor reliable LLM apps. Tracing, evals, guardrails, LLMOps.
ContextJet-ai/awesome-llm-observability/skills/eval-driven-development Skill
no license29★ repo50+ curated LLM observability tools PLUS 26 Agent Skills (several with runnable, unit-tested scripts) to build, evaluate, debug, secure & monitor reliable LLM apps. Tracing, evals, guardrails, LLMOps.
inngest/inngest-skills/skills/inngest-brownfield-audit Skill
no license28★ repoAgent Skills for building with Inngest
kevintsengtw/dotnet-testing-agent-skills/skills/skill-creator-advanced Skill
28★ repoAI Agent Skills for .NET Testing - Based on 30-Day Testing Challenge (iThome Ironman 2025 Winner)
yha9806/academic-writing-toolkit/.claude/skills/human-eval-handoff-repair Skill
27★ repoLocal-first, evidence-controlled academic writing workflows for AI agents, with bounded revision, clean-room review, and release governance.
yha9806/academic-writing-toolkit/plugins/academic-writing-toolkit/skills/human-eval-handoff-repair Skill
27★ repoLocal-first, evidence-controlled academic writing workflows for AI agents, with bounded revision, clean-room review, and release governance.
waterfeet/DoroPet_V3/opendoro/src/skills/skill-creator Skill
25★ repoYour own AI assistant for Windows, Make Doro Great Again!