Performance & cost
7,132 rows, by stacks then stars
Pytorch preference optimization
cxcscmu/SkillLearnBench/skills/b1-one-shot-claude-opus-4-6/nlp-paper-reproduction/pytorch-preference-optimization Skill
75★ repo[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
cxcscmu/SkillLearnBench/skills/b1-one-shot-claude-sonnet-4-6/dbscan-parameter-tuning/pareto-optimization Skill
75★ repo[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
Pytorch preference optimization
cxcscmu/SkillLearnBench/skills/b1-one-shot-claude-sonnet-4-6/nlp-paper-reproduction/pytorch-preference-optimization Skill
75★ repo[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
cxcscmu/SkillLearnBench/skills/b1-one-shot-gemini-3.1-flash-lite-preview/dbscan-parameter-tuning/pareto-optimization Skill
75★ repo[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
cxcscmu/SkillLearnBench/skills/b1-one-shot-gemini-3.1-pro-preview/dbscan-parameter-tuning/pareto-optimization Skill
75★ repo[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
Run2 parameter optimization strategy
cxcscmu/SkillLearnBench/skills/b2-self-feedback-claude-haiku-4-5/temperature-simulation/run2_parameter-optimization-strategy Skill
75★ repo[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
cxcscmu/SkillLearnBench/skills/b2-self-feedback-claude-haiku-4-5/travel-planning/run2_itinerary_optimization Skill
75★ repo[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
cxcscmu/SkillLearnBench/skills/b2-self-feedback-claude-opus-4-6/dbscan-parameter-tuning/run2_pareto-optimization Skill
75★ repo[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
Run2 pytorch preference optimization
cxcscmu/SkillLearnBench/skills/b2-self-feedback-claude-opus-4-6/nlp-paper-reproduction/run2_pytorch-preference-optimization Skill
75★ repo[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
cxcscmu/SkillLearnBench/skills/b2-self-feedback-gemini-3.1-flash-lite-preview/dbscan-parameter-tuning/run2_pareto-optimization Skill
75★ repo[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
cxcscmu/SkillLearnBench/skills/b2-self-feedback-gemini-3.1-pro-preview/dbscan-parameter-tuning/run2_pareto-optimization Skill
75★ repo[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
Run1 pareto frontier optimization
cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-claude-haiku-4-5/dbscan-parameter-tuning/run1_pareto-frontier-optimization Skill
75★ repo[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-gemini-3-flash-preview/enterprise-information-search/run1_token-usage-tracking Skill
75★ repo[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-gemini-3-flash-preview/temperature-simulation/run3_glm-config-optimization Skill
75★ repo[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
Run1 pareto frontier optimization
cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-gemini-3.1-flash-lite-preview/dbscan-parameter-tuning/run1_pareto-frontier-optimization Skill
75★ repo[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-gemini-3.1-flash-lite-preview/temperature-simulation/run3_calibrate_glm Skill
75★ repo[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-gemini-3.1-pro-preview/enterprise-information-search/run1_llm-token-tracking Skill
75★ repo[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
Maven druid build optimization
cxcscmu/SkillLearnBench/skills/b4-skill-creator-claude-haiku-4-5/fix-security-bug/maven-druid-build-optimization Skill
75★ repo[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
cxcscmu/SkillLearnBench/skills/b4-skill-creator-claude-opus-4-6/dbscan-parameter-tuning/pareto-optimization Skill
75★ repo[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
cxcscmu/SkillLearnBench/skills/b4-skill-creator-claude-sonnet-4-6/dbscan-parameter-tuning/pareto-optimization Skill
75★ repo[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
cxcscmu/SkillLearnBench/skills/b4-skill-creator-claude-sonnet-4-6/nlp-paper-reproduction/nlp-preference-optimization Skill
75★ repo[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
cxcscmu/SkillLearnBench/skills/b4-skill-creator-gemini-3-flash-preview/fix-security-bug/maven-build-optimization Skill
75★ repo[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
cxcscmu/SkillLearnBench/skills/b4-skill-creator-gemini-3.1-pro-preview/dbscan-parameter-tuning/pareto-frontier-optimization Skill
75★ repo[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
cxcscmu/SkillLearnBench/skills/human_authored/dbscan-parameter-tuning/pareto-optimization Skill
75★ repo[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
harness/harness-skills/skills/debug-pipeline Skill
74★ repoA collection of structured AI agent skills that enable Claude Code, Cursor, GitHub Copilot, and other AI coding assistants to create, operate, debug, and govern Harness CI/CD workflows through natural language.
harness/harness-skills/skills/optimize-pipeline Skill
74★ repoA collection of structured AI agent skills that enable Claude Code, Cursor, GitHub Copilot, and other AI coding assistants to create, operate, debug, and govern Harness CI/CD workflows through natural language.
existential-birds/beagle/plugins/beagle-elixir/skills/elixir-performance-review Skill
73★ repoAgent Skills marketplace: framework-aware skills for code review, documentation, test-plan generation, AI-writing detection, architectural analysis, and git workflows — for Python, Go, Rust, Elixir, React, Remix, and iOS/Swift. Works with Claude Code, Codex, and any agent that supports Agent Skills.
001TMF/harness-forge/skills/meta-harness Skill
73★ repoTurn Claude Code into its own Meta-Harness — a skill that evolves the scaffolding around a fixed model (memory, retrieval, context, prompts) via a native propose→score→Pareto loop. Native reimplementation of Meta-Harness (Lee et al. 2026).
Tibsfox/gsd-skill-creator/examples/skills/materials/materials-selection Skill
no license69★ repoIntroduces a comprehensive agent-based framework for guided software development (GSD)
Tibsfox/gsd-skill-creator/examples/skills/patterns/finops-patterns Skill
no license69★ repoIntroduces a comprehensive agent-based framework for guided software development (GSD)
tranhieutt/software_development_department/.claude/skills/django-patterns Skill
69★ repoSoftware Development Department
tranhieutt/software_development_department/.claude/skills/perf-profile Skill
69★ repoSoftware Development Department
tranhieutt/software_development_department/.claude/skills/sql-optimization-patterns Skill
69★ repoSoftware Development Department
AndrewNgGirl/SkillLens/skills/skill-scorer/examples/mega-pipeline/agents/caching Skill
69★ repoOpen-source self-hosted web tool for evaluating Agent Skills with rubric scores, Deep Review, and improvement suggestions.
apache/magpie/skills/optimize-skill Skill
69★ repoAgent-assisted maintainership and development framework for Apache projects — Triage, Mentoring, Drafting (agent-authored fixes with human review), and Pairing (developer-side dev-cycle) skills shipping; Agentic Autonomous (auto-merge) on the roadmap.
vitaecontext/vitaecontext/.agents/plugins/plugins/vitaecontext/skills/vitaecontext-portfolio Skill
68★ repoGive your AI agents grounded, reusable career context.
vitaecontext/vitaecontext/.agents/plugins/plugins/vitaecontext/skills/vitaecontext-x Skill
68★ repoGive your AI agents grounded, reusable career context.
vitaecontext/vitaecontext/.skills/agent-skill/vitaecontext-portfolio Skill
68★ repoGive your AI agents grounded, reusable career context.
vitaecontext/vitaecontext/.skills/agent-skill/vitaecontext-x Skill
68★ repoGive your AI agents grounded, reusable career context.
vitaecontext/vitaecontext/skills/vitaecontext-portfolio Skill
68★ repoGive your AI agents grounded, reusable career context.
vitaecontext/vitaecontext/skills/vitaecontext-x Skill
68★ repoGive your AI agents grounded, reusable career context.
25.1 dotnet postgresql best practices
ronnythedev/dotnet-clean-architecture-skills/cli/dist/skills/25.1-dotnet-postgresql-best-practices Skill
no license68★ repo27 AI-ready skills for generating production-grade .NET code — Clean Architecture, CQRS, DDD. Works with Claude Code, GitHub Copilot, and Cursor.
25.2 dotnet sqlserver best practices
ronnythedev/dotnet-clean-architecture-skills/cli/dist/skills/25.2-dotnet-sqlserver-best-practices Skill
no license68★ repo27 AI-ready skills for generating production-grade .NET code — Clean Architecture, CQRS, DDD. Works with Claude Code, GitHub Copilot, and Cursor.
25.1 dotnet postgresql best practices
ronnythedev/dotnet-clean-architecture-skills/skills/25.1-dotnet-postgresql-best-practices Skill
no license68★ repo27 AI-ready skills for generating production-grade .NET code — Clean Architecture, CQRS, DDD. Works with Claude Code, GitHub Copilot, and Cursor.
25.2 dotnet sqlserver best practices
ronnythedev/dotnet-clean-architecture-skills/skills/25.2-dotnet-sqlserver-best-practices Skill
no license68★ repo27 AI-ready skills for generating production-grade .NET code — Clean Architecture, CQRS, DDD. Works with Claude Code, GitHub Copilot, and Cursor.
growthack88/growth-marketing-os/skills/community/onboarding Skill
66★ repoGrowth Marketing OS | Mahmoud Omar — open-source AI marketing prompts, Claude skills, agents & growth playbooks (EN + AR)
growthack88/growth-marketing-os/skills/performance-media-buyer Skill
66★ repoGrowth Marketing OS | Mahmoud Omar — open-source AI marketing prompts, Claude skills, agents & growth playbooks (EN + AR)
simota/agent-skills/bolt Skill
66★ repo124 specialist AI agents for Claude Code / Codex CLI / Antigravity CLI (agy). Anthropic Agent Skills spec-aligned, gerund-form descriptions, hub-spoke orchestration via Nexus. Covers development, security, design, testing, FinOps, compliance, observability, AI/ML, and more.
simota/agent-skills/nest Skill
66★ repo124 specialist AI agents for Claude Code / Codex CLI / Antigravity CLI (agy). Anthropic Agent Skills spec-aligned, gerund-form descriptions, hub-spoke orchestration via Nexus. Covers development, security, design, testing, FinOps, compliance, observability, AI/ML, and more.
simota/agent-skills/pipe Skill
66★ repo124 specialist AI agents for Claude Code / Codex CLI / Antigravity CLI (agy). Anthropic Agent Skills spec-aligned, gerund-form descriptions, hub-spoke orchestration via Nexus. Covers development, security, design, testing, FinOps, compliance, observability, AI/ML, and more.
simota/agent-skills/tuner Skill
66★ repo124 specialist AI agents for Claude Code / Codex CLI / Antigravity CLI (agy). Anthropic Agent Skills spec-aligned, gerund-form descriptions, hub-spoke orchestration via Nexus. Covers development, security, design, testing, FinOps, compliance, observability, AI/ML, and more.
Dianel555/DSkills/skills/cc-codex Skill
64★ repoCLI tools skills for AI coding assistants (Claude Code, Codex, Gemini CLI).
Dianel555/DSkills/skills/sequential-think Skill
64★ repoCLI tools skills for AI coding assistants (Claude Code, Codex, Gemini CLI).
DevelopersGlobal/ai-agent-skills/skills/performance-optimization Skill
64★ repoAI agent skills for production grade applications
michtio/craftcms-claude-skills/skills/servd Skill
62★ repoProduction-ready Claude Code skills, agents, and project templates for Craft CMS 5 development
Csharp type design performance
ComeOnOliver/skillshub/skills/Aaronontheweb/dotnet-skills/csharp-type-design-performance Skill
59★ repo🧠 The right skill, one API call. AI agent skills registry with token-efficient skill resolution. 5,000+ skills from 500+ top repos.
ComeOnOliver/skillshub/skills/Aaronontheweb/dotnet-skills/database-performance Skill
59★ repo🧠 The right skill, one API call. AI agent skills registry with token-efficient skill resolution. 5,000+ skills from 500+ top repos.
ComeOnOliver/skillshub/skills/Aaronontheweb/dotnet-skills/playwright-ci-caching Skill
59★ repo🧠 The right skill, one API call. AI agent skills registry with token-efficient skill resolution. 5,000+ skills from 500+ top repos.
ComeOnOliver/skillshub/skills/AvdLee/Swift-Concurrency-Agent-Skill/swift-concurrency Skill
59★ repo🧠 The right skill, one API call. AI agent skills registry with token-efficient skill resolution. 5,000+ skills from 500+ top repos.
ComeOnOliver/skillshub/skills/Bamose/everything-codex-cli/clickhouse-io Skill
59★ repo🧠 The right skill, one API call. AI agent skills registry with token-efficient skill resolution. 5,000+ skills from 500+ top repos.