Plan & spec
10,988 rows, by stacks then stars
2,002 of these skill files have been read, by 1,099 distinct authors, and what they tell an agent counted. What Plan & spec authors agree on, and what they forbid
runxhq/runx/skills/work-plan Skill
75★ repothe governed runtime for agent skill workflows, off the leash but on the record
cxcscmu/SkillLearnBench/skills/b1-one-shot-claude-haiku-4-5/travel-planning/route-planning 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-opus-4-6/travel-planning/itinerary-budget-planning 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-flash-preview/enterprise-information-search/token-estimation 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-flash-preview/travel-planning/route-planning 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/travel-planning/route-planning 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/anthropic-poster-design/run2_brand-color-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/dependency-vulnerability-check/run2_cvss-scoring-strategy 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-opus-4-6/temperature-simulation/run2_glm-calibration-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-opus-4-6/travel-planning/run2_itinerary-planning 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-sonnet-4-6/travel-planning/run2_itinerary-planning Skill
75★ repo[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
Run3 Scan Source Directory and Plan Organization
cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-claude-haiku-4-5/organize-messy-files/run3_Scan-Source-Directory-and-Plan-Organization Skill
75★ repo[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
Run1 multi city road trip planning
cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-claude-haiku-4-5/travel-planning/run1_multi-city-road-trip-planning 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-claude-opus-4-6/python-scala-translation/run3_read-scala-test-spec Skill
75★ repo[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
Run3 ohio trip itinerary planning
cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-claude-opus-4-6/travel-planning/run3_ohio-trip-itinerary-planning 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-claude-sonnet-4-6/travel-planning/run3_itinerary-planning Skill
75★ repo[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
Run1 route planning and logistics
cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-gemini-3.1-flash-lite-preview/travel-planning/run1_route-planning-and-logistics 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/travel-planning/travel-itinerary-planner 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/travel-planning/itinerary-planner 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-flash-lite-preview/travel-planning/itinerary-planning 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/travel-planning/itinerary-planner 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/organize-messy-files/planning-with-files 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/travel-planning/travel-planning-workflow Skill
75★ repo[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
existential-birds/beagle/plugins/beagle-analysis/skills/brainstorm-beagle 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.
existential-birds/beagle/plugins/beagle-analysis/skills/prfaq-beagle 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.
existential-birds/beagle/plugins/beagle-analysis/skills/quick-plan 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.
existential-birds/beagle/plugins/beagle-analysis/skills/resolve-beagle 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.
existential-birds/beagle/plugins/beagle-analysis/skills/strategy-interview 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.
existential-birds/beagle/plugins/beagle-analysis/skills/strategy-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.
existential-birds/beagle/plugins/beagle-analysis/skills/write-plan 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.
existential-birds/beagle/plugins/beagle-core/skills/review-plan 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.
existential-birds/beagle/plugins/beagle-ios/skills/ios-animation-design 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.
existential-birds/beagle/plugins/beagle-testing/skills/gen-test-plan 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.
existential-birds/beagle/plugins/beagle-testing/skills/run-test-plan 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.
abullaisi/upwork-skills/upwork-proposal-writer Skill
16 days old73★ repoAI agent skills for Upwork freelancers, from a real Top Rated Plus playbook. Free, open, community-written. Not affiliated with Upwork.
Otel span events to logs migration
ollygarden/opentelemetry-agent-skills/skills/otel-span-events-to-logs-migration Skill
73★ repoVendor-neutral OpenTelemetry skills for AI coding agents, grounded in upstream sources
longranger2/claude-gpt-workflow/plan-review Skill
72★ repoClaude Code skills for Claude + GPT collaborative workflows. Adversarial plan review + orchestrated code execution with iterative refinement.
Academic figure paper analyzer
Azhi-ss/academic-figure-skills/academic-figure-paper-analyzer Skill
70★ repoAI skills for academic paper figures: repo analysis, figure planning, colorblind palettes, JSON figure specs. Install: npx skills add Azhi-ss/academic-figure-skills
kangarooking/promo-creator-skills/promo-brief Skill
70★ repo产品宣传视频创作 Skills：从产品判断、分镜、素材、HyperFrames 剪辑到 BGM 设计的完整 Agent 工作流
Tibsfox/gsd-skill-creator/examples/skills/business/organizational-strategy Skill
no license69★ repoIntroduces a comprehensive agent-based framework for guided software development (GSD)
Tibsfox/gsd-skill-creator/examples/skills/coding/computational-thinking Skill
no license69★ repoIntroduces a comprehensive agent-based framework for guided software development (GSD)
Household economics and budgeting
Tibsfox/gsd-skill-creator/examples/skills/home-economics/household-economics-and-budgeting Skill
no license69★ repoIntroduces a comprehensive agent-based framework for guided software development (GSD)
Tibsfox/gsd-skill-creator/examples/skills/home-economics/nutrition-and-meal-planning Skill
no license69★ repoIntroduces a comprehensive agent-based framework for guided software development (GSD)
Tibsfox/gsd-skill-creator/examples/skills/languages/language-learning-strategies Skill
no license69★ repoIntroduces a comprehensive agent-based framework for guided software development (GSD)
Tibsfox/gsd-skill-creator/examples/skills/problem-solving/strategy-selection Skill
no license69★ repoIntroduces a comprehensive agent-based framework for guided software development (GSD)
Tibsfox/gsd-skill-creator/examples/skills/project-management/estimation-planning Skill
no license69★ repoIntroduces a comprehensive agent-based framework for guided software development (GSD)
Tibsfox/gsd-skill-creator/examples/skills/project-management/stakeholder-communication Skill
no license69★ repoIntroduces a comprehensive agent-based framework for guided software development (GSD)
Tibsfox/gsd-skill-creator/examples/skills/research/vision-to-mission Skill
no license69★ repoIntroduces a comprehensive agent-based framework for guided software development (GSD)
Tibsfox/gsd-skill-creator/project-claude/skills/trace-to-skill-inducer Skill
no license69★ repoIntroduces a comprehensive agent-based framework for guided software development (GSD)
Tibsfox/gsd-skill-creator/project-claude/skills/vision-to-mission Skill
no license69★ repoIntroduces a comprehensive agent-based framework for guided software development (GSD)
tranhieutt/software_development_department/.claude/skills/milestone-review Skill
69★ repoSoftware Development Department
tranhieutt/software_development_department/.claude/skills/planning-and-task-breakdown Skill
69★ repoSoftware Development Department
tranhieutt/software_development_department/.claude/skills/review-spec Skill
69★ repoSoftware Development Department
tranhieutt/software_development_department/.claude/skills/spec-driven-development Skill
69★ repoSoftware Development Department
tranhieutt/software_development_department/.claude/skills/spec-evolution Skill
69★ repoSoftware Development Department
tranhieutt/software_development_department/.claude/skills/sprint-plan Skill
69★ repoSoftware Development Department
tranhieutt/software_development_department/.claude/skills/ui-spec Skill
69★ repoSoftware Development Department
20 dotnet specification pattern
ronnythedev/dotnet-clean-architecture-skills/cli/dist/skills/20-dotnet-specification-pattern 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.
20 dotnet specification pattern
ronnythedev/dotnet-clean-architecture-skills/skills/20-dotnet-specification-pattern 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.