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
Picked by somebody 1
anthropics/skills/skills/skill-creator Skill
in 1 stackno license168,934★ repoPublic repository for Agent Skills
Nobody has picked these yet, so they are in star order 943
samber/cc-skills-golang/skills/golang-benchmark Skill
2,949★ repo🧑🎨 A collection of Golang agentic skills that works
WithWoz/wozcode-plugin/codex/wozcode/skills/woz-benchmark Skill
no license201★ repoWOZCODE plugin for Claude Code
danielmeppiel/genesis/dev/skills/genesis-evals Skill
61★ repoMarkdown that steers an LLM is code. Genesis is the architectural layer for designing multi-agent, multi-skill systems -- with named patterns, contracts, and substrate portability, before you write them.
liqiongyu/lenny_skills_plus/samples/writing-prds-executable Skill
51★ repo86 agent-executable skill packs converted from RefoundAI’s Lenny skills (unofficial). Works with Codex + Claude Code.
tonyblu331/research-proof/plugins/research-proof-plugin/skills/research-proof Skill
45★ repoPressure-test research claims with falsifiable evidence plans, adversarial checks, frozen verifiers, and proof ledgers.
ContextJet-ai/awesome-llm-observability/skills/add-llm-evals 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-agent-evals Skill
no license28★ repoAgent Skills for building with Inngest
panaversity/agentfactory-business-plugins/.claude/skills/skill-creator Skill
28★ repoMarketplace of domain-specific plugins for AI agents (Cowork, Claude Code, OpenClaw). Build autonomous business workflows for finance, banking, legal operations, and sales using modular agent skills and commands.
a-tokyo/agent-skills/.agents/skills/skill-creator Skill
15★ repo🧠 AI Agent skills for LLMs and AI Agents - Claude, Codex, Cursor etc.
a-ariff/ariff-claude-plugins/plugins/anti-hallucination/skills/anti-hallucination Skill
14★ repo65 plugins that turn Claude Code into an autonomous development team. 24 agents, 34 skills, 5 hooks. Includes 12-plugin anti-hallucination suite. One-line install.
nagstler/rails-llm-integration Skill
13★🔥🔥 A Claude Skill that teaches Claude Code how to write LLM features
NoesisVision/nasde-toolkit/.claude/skills/nasde-benchmark-calibration Skill
11★ repoCLI for benchmarks & evals of AI coding agents — on tasks you already understand, using your Claude / Codex / Gemini individual subscriptions or API keys.
Tencent-RTC/agent-skills/.claude/skills/trtc-eval Skill
11★ repoTRTC AI Integration Assistant - helps developers integrate Tencent Real-Time Communication SDKs (Chat, Call, RTC Engine, Live, Conference) across Web, Android, iOS, Flutter, and Electron.
di37/EvalSurfer/skills/eval-surfer Skill
11★ repoSkill-first, agent-native evaluation protocol for AI apps
isomoes/skills/.agents/skills/skill-creator Skill
10★ repoCustom skills for agents to support academic paper writing and thesis management
rohit-yadav34/second-mind/.agents/skills/skill-creator Skill
no license8★ repoSecond Mind is a skill that scans your repository and conversation history to capture design decisions, open questions, and session context, storing everything as plain Markdown so project knowledge is portable, human-readable, and easy to resume.
Momo2323-ui/claude-orchestra/skills/hallucination-guard Skill
8★ repoAn operating system for your Claude Code skills, agents & MCPs — organize everything into auto-routing orchestras.
Victory-7291/project-scaffold-setup-skills/.agents/skills/skill-creator Skill
7★ repoReusable agent skills for scaffolding C++ and embedded projects
rusel95/ios-agent-skills/scripts/benchmarking Skill
7★ repoProduction-tested iOS Agent Skills for Claude Code, Codex, and 40+ AI coding tools. 8 enterprise-grade skills covering SwiftUI MVVM, UIKit MVVM, VIPER, TCA, Swift Concurrency, GCD, Testing, and Security Audit.
yiouli/pixie-qa/skills/eval-driven-dev Skill
7★ repoAgent skill for AI agent development
Poorgramer-Zack/dart-expert-skills/.agents/skills/skill-creator Skill
no license7★ repoA comprehensive library of modular Agent Skills for Flutter & Dart development
pitlane-ai/pitlane/skills/testing-with-pitlane Skill
no license6★ repoRace a baseline vs a skill or MCP on real tasks. Hard checks show if it got better, faster, or cheaper. Numbers, not vibes.
crowdin/skills/.agents/skills/skill-creator Skill
5★ repoAgent Skills to help developers using AI agents with Crowdin
yaniv-golan/skill-creator-plus/skill-creator-plus/skills/skill-creator-plus Skill
4★ repoBased on Anthropic's skill-creator — with bug fixes, working Cowork support, and official best practices baked in. Claude skill for creating, testing, and improving other Claude skills.
BayramAnnakov/eval-coach Skill
4★Agent Skill for Evaluation-Driven Development (EDD) - guide AI evaluation strategies with the 50-40-10 rule
build-with-dhiraj/ai-workflow-framework-portability-kit/Plugins/vercel-marketplace-source/.claude/skills/benchmark-agents Skill
4★ repoPortable, self-contained snapshot of a complete Claude Code setup — 36 specialist agents, 134 skills, plugins, MCP servers & host tooling. Clone, claude login, run one script, restore the whole orchestration stack in ~20 min.
stempeck/agentfactory/.claude/skills/agentic-skill-eval Skill
3★ repoMulti-agent orchestration CLI for Claude Code — declarative TOML workflows, autonomous agents, context-compression recovery, inter-agent mail.
tmuskal/arc-agi-benchmarker/.claude/skills/benchmark-adder Skill
no license3★ repoProve you achieved AGI at home by testing your claude-code setup against arc-agi-3 benchmarks
urmzd/dotfiles/dot_agents/skills/agent-design-doctrine Skill
3★ repoCross-platform dotfiles managed by Chezmoi with Homebrew/apt and per-language version managers. One-command bootstrap for macOS and Linux with Neovim, Tmux, Zsh, and AI agent skills.
drsh4dow/grug-brain-skill/.agents/skills/skill-creator Skill
3★ repoA simplicity-first skill for reviewing architecture, refactors, APIs, and testing strategy without adding unnecessary complexity.
jmcentire/signet-eval/io.github.jmcentire/signet-eval MCP server
3★ repoDeterministic policy enforcement and MCP management for AI agent tool calls.
harshitsinghbhandari/domain-expansion/.agents/skills/skill-creator Skill
no license2★ repoCollection of Claude agent skills (code audits, LLM councils, PR review, resume tooling) installable individually via npx skills add.
abhishekgahlot2/agent-optimization/skills/agent-optimization Skill
2★ repoPrompt, checklist, and Agent Skill for optimizing LLM agents without benchmark hacks.
unshDee/proofrag/skills/proofrag Skill
2★ repoPoint your agent at your docs and your RAG app; get a golden test set + an LLM-as-judge & retrieval scorecard, in one command.
croftspan/gigo/.claude/skills/eval Skill
1★ repo義剛 GIGO. AI projects that get better every session, not worse.
Jaypatel1511/cdfi-superpowers/skills/cdfi-peer-benchmark Skill
1★ repoAI skills for NMTC eligibility, bank-CDFI peer benchmarking & HMDA analysis — grounded in audited PyPI tools, not hallucinated.
Modellix/modellix-skill/.agents/skills/skill-creator Skill
1★ repoAn Agent Skill of Modellix documentation and capabilities reference.
varunk130/AI-Eval-Skills/skills/cost-quality-frontier Skill
1★ repoCurated AI agent evaluation skills from Microsoft's Eval Guide — plan, generate, run, and interpret eval suites for Copilot Studio agents
vindm/dotclaude/deferred/skills/ai-workflow Skill
1★ repoAI dev infrastructure framework for Claude Code. /dotclaude:bootstrap authors CLAUDE.md + docs/ + .claude/ tuned to your project. Per-domain: design (showpiece), coding, planning, testing, data, ai-workflow.
arcjet/skills/.agents/skills/skill-creator Skill
1★ repoSkills to make your AI coding agent an Arcjet security expert.
morzecrew/agent-skills/.agents/skills/skill-creator Skill
1★ repoCollection of agent skills
ahnafyy/skills-evals/skills/setup-skills-evals Skill
1★ repoCatch when your agent skills, instructions, and rules stop triggering — or stop working.
Skill creator anthropics 20260226
MatrixFounder/Universal-skills/archive/skill-creator-anthropics-20260226 Skill
1★ repoCollection of high-leverage "Meta-Skills" designed to upgrade AI Agents from simple chat bots to autonomous engineers
jtmthf/skills/.agents/skills/skill-creator Skill
no license1★ repoPersonal Agent Skills
Metaverse-Cloud/EngageLab-Skills/.agents/skills/skill-creator Skill
1★ repoEngageLab-Skills
zinan92/repo-evals Skill
1★Claim-first repo 评测框架。in target repo + claim map → out bilingual verdict dossier + all-evals dashboard
krkn-s/ai-workspace/.pi/skills/skill-creator Skill
1★ repoKRKN's Personal AI workspace • Skills / Prompts / ...
eagerworks/skills/.agents/skills/skill-creator Skill
1★ repoA collection of portable agent skills by Eagerworks — install via the skills.sh CLI for Claude Code, Cursor, Copilot, Codex, Amp, and more.
0SxD/candidacy-checker-eval Skill
1★Generic two-layer candidacy evaluation framework: Socratic profile-discovery loop with dialectic confidence saturation, plus a flat boolean rubric.
Xtqm/skills/skills/vercel-eve-framework Skill
1★ repoI'll be adding my personal agent skills into this repo.
udohjeremiah/skills/.agents/skills/skill-creator Skill
1★ repoReusable Agent Skills for AI coding agents, focused on software engineering workflows.
Paldom/github-skills/.claude/skills/add-skill Skill
1★ repoAgent Skills for professional GitHub repos - brief, structured, SEO-friendly READMEs that convert visitors into users, plus complete OSS scaffolding: community health files, templates, and discoverability best practices.
Paldom/icon-designer-skills/.claude/skills/add-skill Skill
1★ repoAgent Skills that design minimalist app and OSS package icons from a text brief or project context - symmetric logos on dark grey, Apple-style rounded-rectangle backgrounds.
Paldom/skillskit/skills/add-skill Skill
1★ repoFrom context to installable agent skills - research packs in, validated skills.sh-ready skills out. Scaffolding, eval-first authoring, validation, and deployment included.
Paldom/python-skills/.claude/skills/add-skill Skill
1★ repoAgent Skills and hooks for maintaining high-quality open-source Python packages - an agentic engineering setup covering linting, testing, packaging, releases, and CI quality gates.
Paldom/node-skills/.claude/skills/add-skill Skill
1★ repoAgent Skills for maintaining high-quality open-source Node.js, TypeScript, Next.js, and React apps and packages - linting, type safety, testing, packaging and releases, and CI quality gates.
nathan8823/fairbill/.claude/skills/benchmark-price Skill
1★ repoTurn your AI agent into a medical-bill negotiation advocate — an open-source playbook of skills, letters, and verified patient rights. Pay what's fair, nothing more.
cyanheads/evals-mcp-server/io.github.cyanheads/evals-mcp-server MCP server
1★ repoAuthor verifiable eval records through a draft→review→revise→submit loop with enforced graders.
jpoindexter/reward-seeking-safety-skills/skills/contrastive-authority-eval Skill
0★ repoAgent skills and eval utilities for reward-seeking, grader-targeting, and oversight-dependent behavior.