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
ur-grue/autopunk-media-skills/.claude/skills/skill-creator Skill
25★ repo400+ free AI skills and 9 agents for media professionals — journalists, producers, podcasters, YouTubers. Quality-tested. Works with Claude, ChatGPT, Cursor, any MCP client, and more.
waterfeet/DoroPet_V3/opendoro/src/skills/skill-creator Skill
25★ repoYour own AI assistant for Windows, Make Doro Great Again!
launchdarkly/ai-tooling/skills/agentcontrol/aiconfig-online-evals Skill
no license25★ repoLaunchDarkly's official AI tooling
launchdarkly/ai-tooling/skills/agentcontrol/online-evals Skill
no license25★ repoLaunchDarkly's official AI tooling
charlieviettq/awesome-agent-skill/.claude/skills/gstack-benchmark-models Skill
24★ repoCurated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).
charlieviettq/awesome-agent-skill/.claude/skills/gstack-benchmark Skill
24★ repoCurated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).
charlieviettq/awesome-agent-skill/.cursor/skills/ai-agent-systems/agent-evaluation Skill
24★ 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
24★ 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
24★ repoCurated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).
byerlikaya/claude-starter-kit/claude-starter/skills/eval-grader Skill
22★ 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
22★ 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.
Lonsdale201/wp-agent-skills/fluentcrm/fluentcrm-funnel-benchmark Skill
21★ repoA community-maintained collection of agent skills for WordPress plugin and theme development.
Llm overreliance hallucination
ShulkwiSEC/bb-huge/skills/curated/llm-overreliance-hallucination Skill
21★ repobb-huge 🤗 , Personal bug bounty findings hub and bug bounty orchestration for multiple agents
Dataslayer-AI/Marketing-skills/skills/ds-eval Skill
20★ 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.
archubbuck/workspace-architect/assets/skills/skill-creator Skill
18★ repoWorkspace Architect is a zero-friction CLI tool that provides curated collections of specialized agents, instructions, and prompts to supercharge your GitHub Copilot experience.
shinpr/rashomon/skills/recipe-eval-prompt Skill
18★ repoMeasure prompt and skill improvements with blind A/B comparison.
shinpr/rashomon/skills/recipe-eval-skill Skill
18★ repoMeasure prompt and skill improvements with blind A/B comparison.
zgbrenner/agentcounsel/skills/legal-methodology/hallucination-red-team Skill
17★ repoOpen-source, AI-agnostic skills for legal teams.
codeclawd/fable-mode/skills/skill-creator Skill
no license16★ 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.
martinholovsky/SOTA-skills/skills/sota-llm-engineering Skill
15★ repoEngineering best practices that AI coding agents actually apply — 40+ skills, from secure coding and cloud to compliance and UX writing. BUILD + AUDIT modes. Measured: best-practice coverage 59% → 98% vs. the same model unguided.
Teycir/SkillsGuard/testskills/realworld/skills/borderline-eval-usage-15 Skill
no license15★ repoStatic security scanner for AI agent skill packages. Detects malicious SKILL.md files and bundled scripts before they run.
Teycir/SkillsGuard/testskills/realworld/skills/borderline-eval-usage-21 Skill
no license15★ repoStatic security scanner for AI agent skill packages. Detects malicious SKILL.md files and bundled scripts before they run.
Teycir/SkillsGuard/testskills/realworld/skills/borderline-eval-usage-3 Skill
no license15★ repoStatic security scanner for AI agent skill packages. Detects malicious SKILL.md files and bundled scripts before they run.
Teycir/SkillsGuard/testskills/realworld/skills/borderline-eval-usage-9 Skill
no license15★ repoStatic security scanner for AI agent skill packages. Detects malicious SKILL.md files and bundled scripts before they run.
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
mumez/smalltalk-dev-plugin/skills/st-eval Skill
15★ repoClaude Code plugin for AI-driven Smalltalk (Pharo/Squeak) development
EntityProcess/agentv/plugins/agentv-dev/skills/agentv-dev Skill
15★ repoLight-weight AI agent evaluation and optimization framework
EntityProcess/agentv/skills-data/agentv-bench Skill
15★ repoLight-weight AI agent evaluation and optimization framework
EntityProcess/agentv/skills-data/agentv-eval-migrations Skill
15★ repoLight-weight AI agent evaluation and optimization framework
EntityProcess/agentv/skills-data/agentv-eval-review Skill
15★ repoLight-weight AI agent evaluation and optimization framework
EntityProcess/agentv/skills-data/agentv-eval-writer Skill
15★ repoLight-weight AI agent evaluation and optimization framework
EntityProcess/agentv/skills-data/agentv-governance Skill
15★ repoLight-weight AI agent evaluation and optimization framework
Benchmark table parsing and aggregation
HolobiomicsLab/asb-skill-collections/collections/epigenomics/v1/skills/benchmark-table-parsing-and-aggregation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Epic array simulation benchmark
HolobiomicsLab/asb-skill-collections/collections/epigenomics/v1/skills/epic-array-simulation-benchmark Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Cross validation benchmark evaluation
HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/cross-validation-benchmark-evaluation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Mass spectrometry benchmark analysis
HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/mass-spectrometry-benchmark-analysis Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Mass spectrometry benchmark design
HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/mass-spectrometry-benchmark-design Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Annotation benchmark performance evaluation
HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/annotation-benchmark-performance-evaluation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Benchmark dataset generation from reference metabolites
HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/benchmark-dataset-generation-from-reference-metabolites Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/benchmark-harness-execution Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Benchmark table generation and reporting
HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/benchmark-table-generation-and-reporting Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Cross validation benchmark evaluation
HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/cross-validation-benchmark-evaluation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Gallery benchmark data extraction
HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/gallery-benchmark-data-extraction Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Mass spectral library benchmark execution
HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-spectral-library-benchmark-execution Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Mass spectrometry benchmark analysis
HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-spectrometry-benchmark-analysis Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Mass spectrometry benchmark design
HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-spectrometry-benchmark-design Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Metabolite benchmark dataset validation
HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolite-benchmark-dataset-validation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Metabolite benchmark peak matching
HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolite-benchmark-peak-matching Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Molecular model benchmark comparison
HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/molecular-model-benchmark-comparison Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Performance benchmark execution
HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/performance-benchmark-execution Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Transcript quantification benchmark comparison
HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/transcript-quantification-benchmark-comparison Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Annotation benchmark performance evaluation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/annotation-benchmark-performance-evaluation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/benchmark-harness-execution Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Mass spectrometry benchmark analysis
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mass-spectrometry-benchmark-analysis Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Benchmark dataset generation from reference metabolites
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/benchmark-dataset-generation-from-reference-metabolites Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Benchmark table generation and reporting
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/benchmark-table-generation-and-reporting Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Gallery benchmark data extraction
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/gallery-benchmark-data-extraction Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Mass spectral library benchmark execution
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/mass-spectral-library-benchmark-execution Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Mass spectrometry benchmark design
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/mass-spectrometry-benchmark-design Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Metabolite benchmark dataset validation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/metabolite-benchmark-dataset-validation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder