Evals & benchmarks
946 rows, by stacks then stars
tonyblu331/research-proof/plugins/research-proof-plugin/skills/research-proof Skill
43★ repoPressure-test research claims with falsifiable evidence plans, adversarial checks, frozen verifiers, and proof ledgers.
tonyblu331/research-proof/skills/research-proof Skill
43★ repoPressure-test research claims with falsifiable evidence plans, adversarial checks, frozen verifiers, and proof ledgers.
Arize-ai/arize-skills/skills/arize-evaluator Skill
40★ repoAgent skills for Arize — datasets, experiments, and traces via the ax CLI
haabe/mycelium/plugins/mycelium/skills/eval-runner Skill
40★ 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.
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.
manusco/resonance/.agents/skills/engineering/ai-engineering Skill
36★ repoThe Vibe Coding Operating System.
theogbrand/yoink/.agents/skills/skill-creator Skill
35★ repoyoink is an AI agent that removes complex dependencies by reimplementing only what you need.
skillberry-ai/cap-evolve/skills/orchestrate/using-cap-evolve Skill
34★ repoOptimize any AI agent’s skills, tools/MCP, and prompts against your own evals.
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)
panaversity/agentfactory-business-plugins/.claude/skills/skill-creator Skill
27★ 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.
inngest/inngest-skills/skills/inngest-agent-evals Skill
no license26★ repoAgent Skills for building with Inngest
inngest/inngest-skills/skills/inngest-brownfield-audit Skill
no license26★ repoAgent Skills for building with Inngest
ContextJet-ai/awesome-llm-observability/skills/add-llm-evals Skill
no license25★ 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/build-eval-dataset Skill
no license25★ 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 license25★ 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 license25★ 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.
yha9806/academic-writing-toolkit/.claude/skills/human-eval-handoff-repair Skill
25★ 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
25★ repoLocal-first, evidence-controlled academic writing workflows for AI agents, with bounded revision, clean-room review, and release governance.
nota-america/forgecat-agent-profiles/profiles/anthropics/claude-plugins-official/anthropics_claude-plugins-official_skill-creator/for-forgecat/skills/skill-creator Skill
24★ 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
24★ 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-claude/.claude/skills/skill-creator Skill
24★ 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
24★ 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
24★ 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
24★ 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
24★ 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
24★ 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
24★ 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
24★ 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
24★ 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
24★ 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
24★ 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
24★ 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
24★ 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
24★ 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
24★ 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
24★ 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
24★ 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
24★ repoProduction-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.
NickCrew/Claude-Cortex/skills/eval-designer Skill
23★ repoClaude Cortex
charlieviettq/awesome-agent-skill/.cursor/skills/ai-agent-systems/agent-evaluation Skill
22★ repoCurated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).
charlieviettq/awesome-agent-skill/.cursor/skills/gstack/browser-qa/benchmark-models Skill
22★ repoCurated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).
charlieviettq/awesome-agent-skill/.cursor/skills/gstack/browser-qa/benchmark Skill
22★ repoCurated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).
charlieviettq/awesome-agent-skill/.claude/skills/gstack-benchmark Skill
22★ repoCurated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).
charlieviettq/awesome-agent-skill/.claude/skills/gstack-benchmark-models Skill
22★ repoCurated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).
waterfeet/DoroPet_V3/opendoro/src/skills/skill-creator Skill
22★ repoYour own AI assistant for Windows, Make Doro Great Again!
Lonsdale201/wp-agent-skills/fluentcrm/fluentcrm-funnel-benchmark Skill
21★ repoA community-maintained collection of agent skills for WordPress plugin and theme development.
magnus919/agent-skills/agent-evals-and-observability Skill
25 days old21★ repoCurated collection of AI agent skills for Hermes and other agent frameworks
byerlikaya/claude-starter-kit/claude-starter/skills/eval-grader Skill
20★ repoEnterprise engineering workflow for Claude Code — not just prompts. AI agents that plan, build, audit, and ship with security gates, privacy checks, and approval-controlled commits. Safely adopt it into new or existing repositories.
byerlikaya/claude-starter-kit/plugin/skills/eval-grader Skill
20★ repoEnterprise engineering workflow for Claude Code — not just prompts. AI agents that plan, build, audit, and ship with security gates, privacy checks, and approval-controlled commits. Safely adopt it into new or existing repositories.
launchdarkly/ai-tooling/skills/agentcontrol/aiconfig-online-evals Skill
no license20★ repoLaunchDarkly's official AI tooling
launchdarkly/ai-tooling/skills/agentcontrol/online-evals Skill
no license20★ repoLaunchDarkly's official AI tooling
Llm overreliance hallucination
ShulkwiSEC/bb-huge/skills/curated/llm-overreliance-hallucination Skill
18★ repobb-huge 🤗 , Personal bug bounty findings hub and bug bounty orchestration for multiple agents
archubbuck/workspace-architect/assets/skills/skill-creator Skill
17★ repoWorkspace Architect is a zero-friction CLI tool that provides curated collections of specialized agents, instructions, and prompts to supercharge your GitHub Copilot experience.
codeclawd/fable-mode/skills/skill-creator Skill
no license17★ repoRun Claude Fable 5 on Opus 4.8 in Claude Code. The Mythos-class model pulled by export controls — brought back as a native agentic distillation (FABLE_CODE.md), measured playbook, verification hooks, and design/MCP/test skills. "Fable 5 Lite," done right.
Dataslayer-AI/Marketing-skills/skills/ds-eval Skill
17★ repoMarketing agent skills powered by real data. Connect Claude Code to your actual Google Ads, GA4, Search Console, Meta Ads, LinkedIn Ads and 50+ platforms via Dataslayer MCP — no copy-pasting required.
ur-grue/autopunk-media-skills/.claude/skills/skill-creator Skill
16★ repo394 free AI skills and 6 agents for media professionals — journalists, producers, podcasters, YouTubers. Quality-tested. Works with Claude, ChatGPT, Cursor, Codex CLI, and more.
iblai/api/skills/iblai-api-agent-eval Skill
15★ repoAgent skills + a chat MCP server to operate the ibl.ai platform via its REST API. Install: npx skills add iblai/api
ngocsangyem/MeowKit/.claude/skills/benchmark Skill
15★ repoProduction ready. AI Agent Workflow System for Claude Code