Research date: 2026-11-01 (Japan time). Ranking: GitHub stars descending; forks shown independently. Scope: skills, skill libraries, plugin bundles, and skill-centric agent workflows with verified SKILL.md files. This is the top 50 among 65 qualifying repositories in a 77-repository candidate review; it is not an exhaustive census of all of GitHub.
Method: Searched GitHub repository topics/names/descriptions and independently referenced skill catalogs; checked each candidate through the GitHub REST repository endpoint for stars, forks, default branch, archival status, and latest push date; inspected recursive Git trees to locate exact-case SKILL.md files. Counts below include duplicates, platform mirrors, tests, and/or auxiliary instructions where present. The presence of SKILL.md was verified but its content and runnable scripts were not security audited. Values are a point-in-time snapshot, not live subscriptions.
Executive findings
- 50 ranked repos: 4,122,601 stars and 391,548 forks in aggregate. These are overlapping communities, not unique users or installations.
- Popularity concentration: Top three by stars: obra/superpowers, mattpocock/skills, affaan-m/ECC.
- Maintenance activity: 42 of 50 had a recorded push within 30 days of the snapshot; this does not prove all their skills are maintained.
- Biggest local skill-file inventories (raw counts): sickn33/agentic-awesome-skills (8,874; including many mirrored copies), affaan-m/ECC (1,068), davila7/claude-code-templates (917), ComposioHQ/awesome-claude-skills (864), mukul975/Anthropic-Cybersecurity-Skills (818).
- Most useful compact engineering set: anthropics/skills, mattpocock/skills, addyosmani/agent-skills, and wshobson/agents. Choose subsets and review them before installation.
Complete ranking (stars, forks, local SKILL.md file counts)
| Rank | Repository | Stars | Forks | SKILL.md files | Type | Last push | Focus |
|---|---|---|---|---|---|---|---|
| 1 | obra/superpowers | 310,138 | 27,594 | 15 | Framework | 2026-10-29 | Development workflow, TDD and review |
| 2 | mattpocock/skills | 308,526 | 25,965 | 39 | Pack | 2026-10-31 | Composable software engineering |
| 3 | affaan-m/ECC | 294,144 | 43,540 | 1,068 | Framework | 2026-10-30 | Agent engineering, memory, review, automation |
| 4 | multica-ai/andrej-karpathy-skills | 227,562 | 22,707 | 1 | Single | 2026-04-20 | Minimal coding guidelines |
| 5 | anthropics/skills | 185,947 | 21,950 | 20 | Official | 2026-10-28 | Official general-purpose Agent Skills |
| 6 | DietrichGebert/ponytail | 181,589 | 9,998 | 13 | Pack | 2026-10-29 | Keep software changes minimal |
| 7 | nextlevelbuilder/ui-ux-pro-max-skill | 143,473 | 15,193 | 13 | Pack | 2026-10-31 | UI/UX design intelligence |
| 8 | garrytan/gstack | 138,494 | 20,532 | 76 | Framework | 2026-11-01 | Product, engineering, QA, browser workflows |
| 9 | JuliusBrussee/caveman | 116,552 | 6,758 | 28 | Plugin | 2026-10-31 | Concise agent behavior / token efficiency |
| 10 | addyosmani/agent-skills | 112,277 | 11,757 | 25 | Pack | 2026-10-31 | Production engineering and code quality |
| 11 | thedotmack/claude-mem | 108,020 | 9,479 | 44 | Hybrid | 2026-11-01 | Persistent memory agent plugin with skills |
| 12 | Panniantong/Agent-Reach | 107,267 | 9,553 | 1 | Hybrid | 2026-10-25 | Social/media research and retrieval skill |
| 13 | Leonxlnx/taste-skill | 107,125 | 7,246 | 1 | Single | 2026-10-31 | Frontend visual taste and design |
| 14 | pbakaus/impeccable | 98,420 | 5,807 | 26 | Pack | 2026-10-31 | Frontend design polish |
| 15 | tt-a1i/archify | 92,173 | 6,287 | 5 | Hybrid | 2026-10-31 | Architecture and visual diagram tooling |
| 16 | Egonex-AI/Understand-Anything | 89,446 | 7,581 | 9 | Plugin | 2026-10-26 | Codebase understanding and diagrams |
| 17 | ComposioHQ/awesome-claude-skills | 78,458 | 9,468 | 864 | Pack | 2026-09-18 | General workflows and connected app skills |
| 18 | code-yeongyu/oh-my-openagent | 70,559 | 5,823 | 60 | Framework | 2026-11-01 | Agent orchestration and development |
| 19 | mvanhorn/last30days-skill | 66,135 | 5,765 | 1 | Single | 2026-10-28 | Research recent discussions and trends |
| 20 | cathrynlavery/diagram-design | 63,524 | 4,171 | 1 | Single | 2026-10-27 | Editorial diagram design |
| 21 | blader/humanizer | 63,006 | 4,994 | 1 | Single | 2026-10-28 | Human-sounding writing edits |
| 22 | ayghri/i-have-adhd | 59,605 | 3,467 | 2 | Single | 2026-10-19 | Concise, easy-to-scan answers |
| 23 | coreyhaines31/marketingskills | 57,705 | 8,495 | 53 | Pack | 2026-10-31 | SEO, conversion, marketing and growth |
| 24 | K-Dense-AI/scientific-agent-skills | 55,566 | 4,891 | 177 | Pack | 2026-10-26 | Scientific analysis and research |
| 25 | cloudflare/security-audit-skill | 55,453 | 3,614 | 1 | Single | 2026-09-14 | Security auditing |
| 26 | Imbad0202/academic-research-skills | 54,774 | 4,176 | 5 | Pack | 2026-10-31 | Research and paper writing |
| 27 | emilkowalski/skills | 52,479 | 3,063 | 16 | Pack | 2026-10-28 | UI design, animation and interaction |
| 28 | Yuan1z0825/nature-skills | 51,608 | 2,673 | 24 | Pack | 2026-11-01 | Academic figures and scientific writing |
| 29 | kepano/obsidian-skills | 50,533 | 3,575 | 6 | Pack | 2026-09-15 | Obsidian Markdown, Bases and Canvas |
| 30 | sickn33/agentic-awesome-skills | 48,926 | 7,100 | 8,874 | Mega-pack | 2026-10-31 | Large cross-platform skill catalog |
| 31 | anthropics/claude-plugins-official | 45,590 | 4,747 | 33 | Official | 2026-10-31 | Anthropic-managed plugin directory with skills |
| 32 | Nutlope/hallmark | 44,022 | 2,320 | 1 | Single | 2026-10-29 | Modern frontend visual design |
| 33 | zhaoxuya520/reverse-skill | 43,885 | 6,492 | 89 | Pack | 2026-09-22 | Security research and reverse engineering |
| 34 | wshobson/agents | 42,055 | 4,452 | 185 | Pack | 2026-10-30 | Multi-domain coding and agent plugins |
| 35 | github/awesome-copilot | 40,637 | 5,255 | 466 | Official | 2026-10-30 | GitHub Copilot prompts, agents and skills |
| 36 | virgiliojr94/book-to-skill | 36,664 | 3,882 | 1 | Generator | 2026-10-28 | Turn technical books into reusable skills |
| 37 | mukul975/Anthropic-Cybersecurity-Skills | 35,359 | 4,309 | 818 | Mega-pack | 2026-08-31 | Cybersecurity skills mapped to frameworks |
| 38 | vercel-labs/agent-skills | 33,314 | 2,914 | 9 | Official | 2026-10-28 | React, Next.js and deployment patterns |
| 39 | davila7/claude-code-templates | 33,021 | 3,836 | 917 | Mega-pack | 2026-11-01 | Claude Code templates and installable skills |
| 40 | googleworkspace/cli | 32,025 | 1,973 | 95 | Hybrid | 2026-10-30 | Google Workspace CLI with agent skills |
| 41 | zarazhangrui/frontend-slides | 31,658 | 2,426 | 2 | Single | 2026-06-23 | Web slide and presentation creation |
| 42 | Donchitos/Claude-Code-Game-Studios | 31,270 | 4,285 | 74 | Pack | 2026-10-19 | Game development studio workflows |
| 43 | alirezarezvani/claude-skills | 29,079 | 4,038 | 474 | Mega-pack | 2026-10-31 | Engineering, marketing, product and operations |
| 44 | op7418/guizang-ppt-skill | 29,030 | 1,994 | 1 | Single | 2026-10-30 | HTML slide deck design |
| 45 | openai/skills | 28,435 | 1,973 | 44 | Official | 2026-10-28 | Codex skill catalog; review Claude compatibility |
| 46 | alchaincyf/huashu-design | 28,324 | 3,070 | 1 | Single | 2026-10-30 | Visual and presentation design |
| 47 | OthmanAdi/planning-with-files | 27,801 | 2,308 | 18 | Single | 2026-10-30 | Persistent file-based planning |
| 48 | phuryn/pm-skills | 27,578 | 2,852 | 69 | Pack | 2026-10-29 | Product management skills |
| 49 | JimLiu/baoyu-skills | 27,120 | 2,958 | 22 | Pack | 2026-09-10 | Graphics, content publishing, translation |
| 50 | titanwings/distilly | 26,250 | 2,242 | 1 | Generator | 2026-10-13 | Distill expert knowledge into skills |
Ranking by forks: top 10
| Fork rank | Repository | Forks | Stars | Forks/stars |
|---|---|---|---|---|
| 1 | affaan-m/ECC | 43,540 | 294,144 | 14.8% |
| 2 | obra/superpowers | 27,594 | 310,138 | 8.9% |
| 3 | mattpocock/skills | 25,965 | 308,526 | 8.4% |
| 4 | multica-ai/andrej-karpathy-skills | 22,707 | 227,562 | 10.0% |
| 5 | anthropics/skills | 21,950 | 185,947 | 11.8% |
| 6 | garrytan/gstack | 20,532 | 138,494 | 14.8% |
| 7 | nextlevelbuilder/ui-ux-pro-max-skill | 15,193 | 143,473 | 10.6% |
| 8 | addyosmani/agent-skills | 11,757 | 112,277 | 10.5% |
| 9 | DietrichGebert/ponytail | 9,998 | 181,589 | 5.5% |
| 10 | Panniantong/Agent-Reach | 9,553 | 107,267 | 8.9% |
Interpretation: Forks can indicate customization, teaching exercises, mirrors or personal backups. They are not independent evidence of quality or successful deployment. Very large star counts can reflect virality, not maturity or verified security.
Practical recommendations
| Requirement | Start with | Why |
|---|---|---|
| Official baseline | anthropics/skills | Reference skill patterns and authoritative ecosystem starting point |
| Software engineering | mattpocock/skills, addyosmani/agent-skills | Concise reusable engineering skills; review individual paths |
| Planning / testing / debugging | obra/superpowers | Structured workflows; install via its documented plugin steps |
| Broad engineering and DevOps | wshobson/agents, alirezarezvani/claude-skills | Broad catalogs with engineering, operations and security-related skills |
| Very large catalog | sickn33/agentic-awesome-skills | Discovery first; install only selected skills, not thousands at once |
| SEO and marketing | coreyhaines31/marketingskills, AgriciDaniel/claude-seo | SEO, conversion optimization, content workflows |
| Natural-language rewriting | blader/humanizer | Focused alternative to a custom /human skill |
| Security | cloudflare/security-audit-skill, trailofbits/skills | Security review and audit workflows; inspect tools/scripts carefully |
| Custom skills from existing material | virgiliojr94/book-to-skill, titanwings/distilly | Skill generation and knowledge extraction |
| Publishing and design | JimLiu/baoyu-skills, pbakaus/impeccable | Content artifacts and visually refined frontend |
Repositories deliberately excluded from the main ranking
This report prioritizes installable skill-focused assets. A GitHub repository may be very popular and contain SKILL.md files solely for its own maintainers, or be a links-only index without local skills.
| Repository | Stars | Why excluded |
|---|---|---|
| morluto/rea | 415,898 | Reverse engineering application; skills for own development |
| Graphify-Labs/graphify | 140,082 | Uses lowercase skill.md, not exact SKILL.md |
| nexu-io/open-design | 105,217 | Standalone collaborative design app with internal skills |
| bytedance/deer-flow | 84,785 | General-purpose agent harness with internal dev skills |
| career-ops-hq/career-ops | 79,085 | Job-finding application with duplicated skill wrappers |
| calesthio/OpenMontage | 74,029 | Agentic video creation app, internal workflow skills |
| shanraisshan/claude-code-best-practice | 68,386 | Guide containing a few utility skills |
| vercel-labs/skills | 37,446 | Agent skills installer CLI, not primarily a skill pack |
| agentskills/agentskills | 26,837 | Agent Skills format specification, not a skill library |
| VoltAgent/awesome-agent-skills | 36,684 | Curated links; no local SKILL.md files |
| hesreallyhim/awesome-claude-code | 57,000 | Claude Code resources list; no local SKILL.md files |
| travisvn/awesome-claude-skills | 15,657 | Curated links; no local SKILL.md files |
Examples of useful catalogs excluded because they are indexes, not local skill packs: VoltAgent/awesome-agent-skills, hesreallyhim/awesome-claude-code, and travisvn/awesome-claude-skills.
Safe Claude Code installation: inspect before adding
First preview a repository without installing everything:
npx skills add anthropics/skills --list
npx skills add mattpocock/skills --list
npx skills add coreyhaines31/marketingskills --list
Then use the interactive installer for the desired repository and choose specific skills:
npx skills add anthropics/skills -a claude-code
# After installing, verify the actual paths:
find .claude/skills ~/.claude/skills -name SKILL.md -print 2>/dev/null
For local, manual installation, inspect skill files and supporting scripts before copying. Copy each complete skill directory, not an isolated SKILL.md, so references and scripts still resolve. Skills can be nested by category in source repos; blindly copying a top-level skills/ folder will not always produce valid .claude/skills/<skill-name>/SKILL.md layouts. Some repositories distribute Claude plugins, whose marketplace installation is preferable to raw directory copying.
Security checklist: check YAML frontmatter, script and shell execution, hook manifests, external APIs and network egress, secret reads, unsafe file operations, pinned commits, licenses, and overlapping command names. GitHub star/fork counts are not a safety signal. Large multi-agent systems can consume substantial context and introduce conflicting instructions.
Source references
- Direct source for every ranked record: its linked GitHub repository and its public GitHub REST endpoint,
https://api.github.com/repos/<owner>/<repo>(repository stars, forks, last push). - Each repository tree checked at
https://api.github.com/repos/<owner>/<repo>/git/trees/<default-branch>?recursive=1to locate exact-caseSKILL.mdfiles. Some large repos include thousands of mirrored paths. - Anthropic Agent Skills overview: https://platform.claude.com/docs/en/agents-and-tools/agent-skills/overview
- Anthropic enterprise security/vetting checklist: https://platform.claude.com/docs/en/agents-and-tools/agent-skills/enterprise
- Vercel agent-skills CLI: https://github.com/vercel-labs/skills
- Independent skill-collection catalog and duplicate audit: https://github.com/zhuyansen/awesome-claude-code-skills-collections
Limitations: This is a selected GitHub ecosystem ranking at a particular point in time, not a census of every repository. File existence, stars/forks, and latest push were checked, but SKILL.md YAML validity, uniqueness, safety, licenses of individual skill assets, and install success were not audited individually. Verify the current repository state before production use.