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
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
srinitude/skills/skills/skill-factory Skill
2★ repoAll of my portable Agent Skills with local validation and MCP access
ifBars/blender-agent-studio/plugins/blender-agent-studio/skills/blender-agent-benchmark Skill
2★ repoCodex plugin for reproducible Blender modeling, validation, animation, MCP tooling, and agent benchmarking
limerickgds/dashi-skills/.agents/skills/skill-creator Skill
1★ repoA theory-first skills repository
FarzamMohammadi/dev-toolbox/.claude/skills/skill-creator Skill
no license1★ repoA collection of utility scripts and tools that streamline my daily development workflow.
varunk130/AI-Eval-Skills/skills/eval-generator Skill
1★ repoCurated AI agent evaluation skills from Microsoft's Eval Guide — plan, generate, run, and interpret eval suites for Copilot Studio agents
vikast908/agent-repo-card/skills/agent-eval-coverage Skill
1★ repoGrade your AI-agent repo. One command, one report card — scored, evidence-backed reviews (reliability, security, prompts, evals, token cost, UX, accessibility) for AI/LLM apps.
Nordic-AI/production-readiness-skills/skills/ai-readiness Skill
1★ repoEU-first, stack-agnostic Claude Skills for auditing and remediating production-readiness across security, compliance, testing, reliability, observability, supply chain, data protection, and scalability.
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.
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
zinan92/repo-evals/repos/anthropics--skill-creator/runs/2026-05-05/run-static-checks/artifacts Skill
1★ repoClaim-first repo 评测框架。in target repo + claim map → out bilingual verdict dossier + all-evals dashboard
VioletScar-Hui/Build_Great_Loop/loop-eval Skill
1★ repoA composable Loop Engineering skill group for Codex and Claude Code - interview your task and emit a top-tier, paste-ready agentic loop (harness). 4 skills: spec, engineering, eval, review.
Deadlymind/nanolama/skills/ai-evals Skill
1★ 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.
jpoindexter/reward-seeking-safety-skills/skills/eval-awareness-red-team Skill
0★ repoAgent skills and eval utilities for reward-seeking, grader-targeting, and oversight-dependent behavior.
pgoell/pgoell-claude-tools/plugins/agent-system-management/skills/creating-skills Skill
0★ repoCollection of my personal claude skills
PlevanTem/luban-skill/.claude/skills/ai-pm Skill
0★ repo不是泛泛而谈,蒸馏一个专家,带走ta的方法论和专业判断。Distill expert methodology into agent kits — not vibes persona prompts
Source command megaminx eval v
Erlemar/cayley-puzzles/.agents/skills/source-command-megaminx-eval-v Skill
no license0★ repoNeural distance heuristics + GPU/TPU beam search for the CayleyPy IHES Picture Cube and Megaminx puzzles
willianbs/skills/ai-eval-harness Skill
0★ repoAI Engineering Operating System
rulebased-io/harness/rulebased-harness/skills/eval-log Skill
0★ repoHarness engineering tools for AI agents — audit, init, recommend your project's agent-readiness (AGENTS.md, context engineering, eval)
adhi-jp/agent-skills/skills/skill-eval Skill
0★ repoAgent skills and eval prompts for vibe-coding plans, review loops, commit messages, prose, and Minecraft modding.
rulebased-io/claude-plugin/packages/harness/skills/eval-log Skill
0★ repoClaude Code plugins by rulebased.io — harness audit/init/recommend + second-brain capture/connect/review/organize
0SxD/advisor-trackable-eval-skills-v01/skills/eval_verdict_write Skill
0★ repoLiber1917/agent-skill-infra/skills/test-runner Skill
no license0★ repoAgent Skill Infrastructure: quality check, behavior test runner, version awareness
yashpatil582/agent-skills/token-eval-harness Skill
0★ repoAnthropic Agent Skills packaging shipped eval methods: gaming-resistant clinical-note grounding eval + token-F1 scorer. Stdlib-only, runs offline.
g-shevchenko/agentic-quality-skills/skills/golden-benchmark-uplift-loop Skill
0★ repoProduction-grade quality skills for AI coding agents: red-first TDD, quality gates, and golden benchmark uplift loops.
Hefrock/agent-skills/skills/agent-eval Skill
0★ repoPortable AI agent skills built on the open SKILL.md standard — self-contained capabilities any compatible agent can discover and load on demand, usable across Claude, Codex, Gemini CLI, Cursor, and GitHub Copilot.
Curtisflo/karyon/skills/benchmark-leakage Skill
no license0★ repoLegible, deterministic QC/qualification for bio-AI tool outputs — named-reason contracts + agent skills that compose with NVIDIA BioNeMo.
hamidettefagh/two-gates/skills/incident-to-eval Skill
0★ repoA Claude Code plugin that installs the two-gate method for production AI agents: a design gate, a ship gate, and an incident-to-eval loop that turns failures into regression tests.
yuanjiemi/yuanjiemi-ai-skills/skills/wechat-benchmark-research Skill
no license0★ repoYUAN元解密 AI Skills:面向真实内容运营场景的可安装智能体技能
aoli0919/research-radar-skills/skills/benchmark-watch Skill
0★ repoSkills for tracking fast-moving research without drowning in arXiv, benchmarks, and lab updates.
aoli0919/verification-trust-skills/skills/hallucination-checker Skill
0★ repoSkills for checking claims, auditing sources, detecting hallucinations, and labeling uncertainty.
jpoindexter/product-management-skills/skills/product-ai-evals Skill
0★ repoOperational product-management skills and a /pm router for Codex and Claude.
ComposioHQ/awesome-claude-skills/composio-skills/benchmark-email-automation Skill
no license72,074★ repoA curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows
CherryHQ/cherry-studio/resources/skills/skill-creator Skill
50,162★ repoAI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs
sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/hugging-face-community-evals Skill
44,658★ repoAAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.
sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/hugging-face-community-evals Skill
44,658★ repoAAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.
sickn33/agentic-awesome-skills/skills/hugging-face-community-evals Skill
44,658★ repoAAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.
wshobson/agents/plugins/llm-finetuning/skills/eval-harness-first Skill
38,701★ repoMulti-harness agentic plugin marketplace for Claude Code, Codex CLI, Cursor, OpenCode, GitHub Copilot, and Gemini CLI
github/awesome-copilot/skills/agentic-eval Skill
37,897★ repoCommunity-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.
github/awesome-copilot/skills/arize-evaluator Skill
37,897★ repoCommunity-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.
github/awesome-copilot/skills/eval-driven-dev Skill
37,897★ repoCommunity-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.
github/awesome-copilot/skills/phoenix-evals Skill
37,897★ repoCommunity-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.
K-Dense-AI/scientific-agent-skills/skills/arbor Skill
33,548★ repoTurn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 170,000+ scientists worldwide. 154 ready-to-use skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.
alirezarezvani/claude-skills/.gemini/skills/cross-eval Skill
24,478★ repo345 Claude Code skills & agent skills & plugins (30+ Agents, 70+ custom commands, 330+ skills, customizable references, scripts)for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents — engineering, marketing, product, compliance, C-level advisory, research, business operations, commercial & finance, and your daily productivity skills.
alirezarezvani/claude-skills/.gemini/skills/eval Skill
24,478★ repo345 Claude Code skills & agent skills & plugins (30+ Agents, 70+ custom commands, 330+ skills, customizable references, scripts)for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents — engineering, marketing, product, compliance, C-level advisory, research, business operations, commercial & finance, and your daily productivity skills.
alirezarezvani/claude-skills/.gemini/skills/self-eval Skill
24,478★ repo345 Claude Code skills & agent skills & plugins (30+ Agents, 70+ custom commands, 330+ skills, customizable references, scripts)for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents — engineering, marketing, product, compliance, C-level advisory, research, business operations, commercial & finance, and your daily productivity skills.
alirezarezvani/claude-skills/.gemini/skills/zero-hallucination-coder Skill
24,478★ repo345 Claude Code skills & agent skills & plugins (30+ Agents, 70+ custom commands, 330+ skills, customizable references, scripts)for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents — engineering, marketing, product, compliance, C-level advisory, research, business operations, commercial & finance, and your daily productivity skills.
alirezarezvani/claude-skills/c-level-advisor/c-level-agents/skills/cross-eval Skill
24,478★ repo345 Claude Code skills & agent skills & plugins (30+ Agents, 70+ custom commands, 330+ skills, customizable references, scripts)for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents — engineering, marketing, product, compliance, C-level advisory, research, business operations, commercial & finance, and your daily productivity skills.
alirezarezvani/claude-skills/engineering/agenthub/skills/eval Skill
24,478★ repo345 Claude Code skills & agent skills & plugins (30+ Agents, 70+ custom commands, 330+ skills, customizable references, scripts)for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents — engineering, marketing, product, compliance, C-level advisory, research, business operations, commercial & finance, and your daily productivity skills.
alirezarezvani/claude-skills/engineering/skills/self-eval Skill
24,478★ repo345 Claude Code skills & agent skills & plugins (30+ Agents, 70+ custom commands, 330+ skills, customizable references, scripts)for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents — engineering, marketing, product, compliance, C-level advisory, research, business operations, commercial & finance, and your daily productivity skills.
alirezarezvani/claude-skills/engineering/zero-hallucination-coder/skills/zero-hallucination-coder Skill
24,478★ repo345 Claude Code skills & agent skills & plugins (30+ Agents, 70+ custom commands, 330+ skills, customizable references, scripts)for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents — engineering, marketing, product, compliance, C-level advisory, research, business operations, commercial & finance, and your daily productivity skills.
dotnet/skills/eng/skill-validator/tests/fixtures/no-eval-skill Skill
5,132★ repoRepository for skills to assist AI coding agents with .NET and C#
dotnet/skills/plugins/dotnet-msbuild/skills/eval-performance Skill
5,132★ repoRepository for skills to assist AI coding agents with .NET and C#
brycewang-stanford/Auto-Empirical-Research-Skills/skills/27-dariia-m-my_claude_skills/dont-lie Skill
no license3,315★ repo🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.
brycewang-stanford/Auto-Empirical-Research-Skills/skills/43-wentorai-research-plugins/skills/domains/biomedical/genotex-benchmark-guide Skill
no license3,315★ repo🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.
brycewang-stanford/Auto-Empirical-Research-Skills/skills/67-econfin-workflow-toolkit/skill-creator Skill
no license3,315★ repo🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.
Ar9av/obsidian-wiki/.skills/skill-creator Skill
3,165★ repoFramework for AI agents to build and maintain a digital brain through Obsidian wiki using Karpathy's LLM Wiki pattern
himself65/finance-skills/plugins/skill-creator/skills/skill-creator Skill
3,132★ repoA collection of skills for AI financial analysis.
microsoft/skills/.github/plugins/microsoft-365-agents-toolkit/skills/m365-agent-evaluator Skill
2,884★ repoSkills, MCP servers, Custom Agents, Agents.md for SDKs to ground Coding Agents
Digital health clinical asr eval
NVIDIA/skills/skills/digital-health-clinical-asr-eval Skill
2,853★ repoAgent Skills for NVIDIA products — install into Claude Code, Codex, and other coding agents to run Physical AI, robotics, simulation, CUDA, and RAG workflows end to end.