Evals & benchmarks
946 rows, by stacks then stars
sam6dvpte34/social-media-skill/skills/social-engagement-benchmark Skill
19 days old2★ repoAgent-ready social media crawling and task automation Skills, best for Instagram, TikTok, YouTube, X/Twitter, LinkedIn, Facebook, Reddit, and Xiaohongshu
siddharthrath1999/Claude-Opus-4.7/skills/skill-creator Skill
2★ repoA Claude Opus 4.7 Thinking System that gives advanced reasoning abilities to any other AI, LLM, or Agentic System.
Ai creator commercial value benchmark
skillsaiagent/aiskills/skills/ai-creator-commercial-value-benchmark Skill
no license2★ repoAI Skills 是一个按职业和行业组织的 AI 技能平台,提供即用型 AI 技能,覆盖短视频运营、多平台舆情分析、评论洞察、去水印等高频场景,帮助内容创作者、电商卖家和运营人员用 AI 提升 10 倍效率。同时支持Openclaw,hermes,qclaw安装执行。
stempeck/agentfactory/.claude/skills/agentic-skill-eval Skill
2★ repoMulti-agent orchestration CLI for Claude Code — declarative TOML workflows, autonomous agents, context-compression recovery, inter-agent mail.
stempeck/agentfactory/internal/cmd/install_skills/agentic-skill-eval Skill
2★ repoMulti-agent orchestration CLI for Claude Code — declarative TOML workflows, autonomous agents, context-compression recovery, inter-agent mail.
surpradhan/claude-code-for-ai-engineers/skills/rag-eval-harness Skill
2★ repoOpen-source preview of *Claude Code for AI Engineers* - a methodology-first skill pack for RAG eval, agent debugging, MCP servers, paper reproduction, and benchmark reporting. Full pack (6 skills, 3 templates, 5 slash commands) at surpradhan.gumroad.com/l/claude-code-for-ai-engineers
tony/ai-workflow-plugins/.agents/skills/pytest-optimizer-01-benchmark Skill
2★ repoClaude Code Plugins, Commands, and Skills
urmzd/dotfiles/dot_agents/skills/agent-design-doctrine Skill
2★ 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.
urmzd/dotfiles/dot_agents/skills/run-eval-harness Skill
2★ 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.
YousefNabil-SOC/claude-apex/skills/gs-benchmark Skill
2★ repoPublic mirror + teaching install of my Claude Code environment: 1,276 skills, 185 agents, 235 commands, 8 wired MCP servers, three-layer auto-routing (10 CARL domains). Curated original core + the open plugin/marketplace ecosystem, all credited. MIT.
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.
Abhillashjadhav/PM-agent-OS/.claude/skills/eval-engine Skill
29 days old1★ repoEvidence-aware product-management skills and reviewer agents for discovery, strategy, build, launch, and iteration.
Abhillashjadhav/PM-agent-OS/eval-rubric-generator Skill
29 days old1★ repoEvidence-aware product-management skills and reviewer agents for discovery, strategy, build, launch, and iteration.
Abhillashjadhav/PM-agent-OS/.claude/skills/eval-vs-abtest-router Skill
29 days old1★ repoEvidence-aware product-management skills and reviewer agents for discovery, strategy, build, launch, and iteration.
Abhillashjadhav/PM-agent-OS/.claude/skills/failure-to-eval-capture Skill
29 days old1★ repoEvidence-aware product-management skills and reviewer agents for discovery, strategy, build, launch, and iteration.
Abhillashjadhav/PM-agent-OS/.claude/skills/guardrail-designer Skill
29 days old1★ repoEvidence-aware product-management skills and reviewer agents for discovery, strategy, build, launch, and iteration.
Abhillashjadhav/PM-agent-OS/.claude/skills/judge-calibration-auditor Skill
29 days old1★ repoEvidence-aware product-management skills and reviewer agents for discovery, strategy, build, launch, and iteration.
Abhillashjadhav/PM-agent-OS/.claude/skills/llm-as-judge-designer Skill
29 days old1★ repoEvidence-aware product-management skills and reviewer agents for discovery, strategy, build, launch, and iteration.
Abhillashjadhav/PM-agent-OS/.claude/skills/prd-to-eval Skill
29 days old1★ repoEvidence-aware product-management skills and reviewer agents for discovery, strategy, build, launch, and iteration.
Abhillashjadhav/PM-agent-OS/.claude/skills/regression-gatekeeper Skill
29 days old1★ repoEvidence-aware product-management skills and reviewer agents for discovery, strategy, build, launch, and iteration.
afelipeg/Anthropic-Skills-for-enterprise-marketing-os/skills/media-procurement-benchmark Skill
1★ repo30 connected Claude Skills for enterprise marketing ops. Install in-house to replace fragmented tools or reclaim outsourced operations. Marketing & Comms [working & non-working media]· CRM & Growth · Shopper & Trade · RGM · Finance.
ajinkya-t/codebase-oracle/skills/oracle-eval Skill
1★ repoProduct intelligence over codebases. A Claude Code toolkit that lets PMs query what their product actually does.
Alim430/bioresearch-agent/skills/biomedical/foundation-embeddings Skill
1★ repoExecutable biomedical workflows for AI assistants — literature analysis, biomarker discovery, and Mendelian randomization through reproducible agent skills.
arcjet/skills/.agents/skills/skill-creator Skill
1★ repoSkills to make your AI coding agent an Arcjet security expert.
Auto skill build agent reliability loop
Arnie016/codex-prompt-templates/skills/auto-skill-build-agent-reliability-loop Skill
1★ repoColor-coded Codex prompt templates and Agent Skills for plugin-orchestrated AI coding workflows, MCP safety, repo intelligence, and automation.
Arnie016/codex-prompt-templates/skills/experiment-loop-runner Skill
1★ repoColor-coded Codex prompt templates and Agent Skills for plugin-orchestrated AI coding workflows, MCP safety, repo intelligence, and automation.
asong56/skills/03-build/universal/benchmark-optimization-loop Skill
17 days old1★ repo268 AI coding assistant skills, organized across 12 workflow layers. Sources include Anthropic official, FRM, SKC, LRN, SKA, and other mainstream AI coding frameworks.
asong56/skills/04-assure/agent-eval Skill
17 days old1★ repo268 AI coding assistant skills, organized across 12 workflow layers. Sources include Anthropic official, FRM, SKC, LRN, SKA, and other mainstream AI coding frameworks.
asong56/skills/04-assure/benchmark Skill
17 days old1★ repo268 AI coding assistant skills, organized across 12 workflow layers. Sources include Anthropic official, FRM, SKC, LRN, SKA, and other mainstream AI coding frameworks.
asong56/skills/04-assure/eval-FRM Skill
17 days old1★ repo268 AI coding assistant skills, organized across 12 workflow layers. Sources include Anthropic official, FRM, SKC, LRN, SKA, and other mainstream AI coding frameworks.
asong56/skills/08-extend/ai-extensions Skill
17 days old1★ repo268 AI coding assistant skills, organized across 12 workflow layers. Sources include Anthropic official, FRM, SKC, LRN, SKA, and other mainstream AI coding frameworks.
asong56/skills/11-vertical/healthcare/healthcare-eval-FRM Skill
17 days old1★ repo268 AI coding assistant skills, organized across 12 workflow layers. Sources include Anthropic official, FRM, SKC, LRN, SKA, and other mainstream AI coding frameworks.
authenticfake/clike/extensions/vscode/templates/harper-init/.clike/skills/eval-contract-writer Skill
no license1★ repoClike is an AI-native developer experience layer AI Native Pipeline principles and from some visionar on internet
authenticfake/clike/extensions/vscode/templates/harper-init/.clike/skills/ai-rag-eval-guardrails Skill
no license1★ repoClike is an AI-native developer experience layer AI Native Pipeline principles and from some visionar on internet
bob798/ai-skill-kit/development/eval-debug Skill
no license1★ repoA curated library of reusable AI skills and prompt templates for LLMs and AI agents to enhance reasoning, productivity, and workflows.
bob798/ai-skill-kit/development/rag-eval Skill
no license1★ repoA curated library of reusable AI skills and prompt templates for LLMs and AI agents to enhance reasoning, productivity, and workflows.
ByteStack-Labs/claude-plugins/agent-reliability/skills/production-autopsy Skill
1★ repoByteStack Labs marketplace for Claude Code. Open reliability skills that audit AI which passes evaluation but fails in production. Every number reproducible.
ByteStack-Labs/claude-plugins/agent-reliability/skills/tool-eval Skill
1★ repoByteStack Labs marketplace for Claude Code. Open reliability skills that audit AI which passes evaluation but fails in production. Every number reproducible.
ByteStack-Labs/claude-plugins/agent-reliability/skills/trajectory-eval Skill
1★ repoByteStack Labs marketplace for Claude Code. Open reliability skills that audit AI which passes evaluation but fails in production. Every number reproducible.
citedy/skills/skills/skill-quality-eval Skill
1★ repoCurated collection of skills by Citedy — AI-powered SEO content automation
croftspan/gigo/.claude/skills/eval Skill
1★ repo義剛 GIGO. AI projects that get better every session, not worse.
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.
davendra/uk-legal-skills/skills/legal-benchmark Skill
no license1★ repoOpen-source Claude Code skills for England & Wales legal work — 38 /legal commands, 12 agents, and UK legislation + case law MCP servers.
Deadlymind/nanolama/skills/ai-evals Skill
21 days old1★ repoA portable Claude Code skills library (plugin) for a Django 5.2 + Next.js 16 house stack: 30 model-agnostic, tenant-isolation-and-security-first skills.
Deadlymind/nanolama/skills/ai-integration Skill
21 days old1★ repoA portable Claude Code skills library (plugin) for a Django 5.2 + Next.js 16 house stack: 30 model-agnostic, tenant-isolation-and-security-first skills.
diamitani/rostr-agent/skills/mlops/evaluation/lm-evaluation-harness Skill
1★ repoROSTR Agent — Self-improving multi-agent framework with built-in PAL, NPAO, RAG DAL, and Rostr Hub. Built on Hermes Agent by Nous Research.
dineshrevunuru/SuperSkills/define-ux-success-metrics Skill
23 days old1★ repoHow I work, encoded as skills — 88 portable AI SKILL.md files (research, design, AI-product, motion, code, business). Fork it, make it yours. Inspired by @mattpocock + @emilkowalski, grounded in NN/g.
Design ai trust and failure states
dineshrevunuru/SuperSkills/design-ai-trust-and-failure-states Skill
23 days old1★ repoHow I work, encoded as skills — 88 portable AI SKILL.md files (research, design, AI-product, motion, code, business). Fork it, make it yours. Inspired by @mattpocock + @emilkowalski, grounded in NN/g.
dineshrevunuru/SuperSkills/write-ai-evals Skill
23 days old1★ repoHow I work, encoded as skills — 88 portable AI SKILL.md files (research, design, AI-product, motion, code, business). Fork it, make it yours. Inspired by @mattpocock + @emilkowalski, grounded in NN/g.
d-oit/do-web-doc-resolver/.agents/skills/skill-creator Skill
1★ repoLLM-ready web documentation resolver: Python cascade skill + web + Rust CLI (wdr) with semantic cache, multi-provider routing, and quality synthesis
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.
ed1son99/skills/skills/mlops/evaluating-llms-harness Skill
1★ repoCollection of Hermes Agent skills — 255 reusable AI agent workflows across 39 categories
ed1son99/skills/skills/plugin-performance/performance-benchmark Skill
1★ repoCollection of Hermes Agent skills — 255 reusable AI agent workflows across 39 categories
eglenn-dev/dt-skills/skills/skill-creator Skill
no license1★ repoA collection of AI agent skills for DataThink
FarzamMohammadi/dev-toolbox/.claude/skills/skill-creator Skill
no license1★ repoA collection of utility scripts and tools that streamline my daily development workflow.
findscripter/everything-skills/04-ai/coding-agent-headtohead-eval Skill
no license1★ repo类书式 AI Agent 技能大典 · 精选/中文化/互见成网的 500+ 开源技能,可作为 Claude Code 插件市场一键安装。A curated, cross-referenced encyclopedia of 500+ open-source agent skills.
findscripter/everything-skills/04-ai/skill-creator Skill
no license1★ repo类书式 AI Agent 技能大典 · 精选/中文化/互见成网的 500+ 开源技能,可作为 Claude Code 插件市场一键安装。A curated, cross-referenced encyclopedia of 500+ open-source agent skills.
findscripter/everything-skills/05-business/fx-carry-trade-eval Skill
no license1★ repo类书式 AI Agent 技能大典 · 精选/中文化/互见成网的 500+ 开源技能,可作为 Claude Code 插件市场一键安装。A curated, cross-referenced encyclopedia of 500+ open-source agent skills.
Ghosteken/agent-harness/archive/skills-community/hugging-face-community-evals Skill
1★ repoProduction-grade engineering skills and specialist agent personas for AI coding assistants. Orchestrates the full SDLC, from spec to ship, with structured verification gates, anti-rationalization checks, and senior-level engineering discipline.
gjbex/scientific-computing-skills/skills/scientific-cli-benchmark Skill
1★ repoCodex plugin for scientific computing