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    "article": "\n# Reference Repos\n\n<!-- Generated by .claude/skills/assimilate-popular-workflows. Re-run to refresh. -->\n\nLast refreshed: 2026-04-13\nTotal repos tracked: 138 (123 GitHub + 17 ClawHub, minus 2 duplicates)\nLicense filter: MIT / BSD / Apache-2.0 only\n\n## GitHub-Sourced Repos\n\n### Mega Skill Packs\n\n| Repo | Stars | Skills | License | Extraction Priority |\n|------|-------|--------|---------|---------------------|\n| [affaan-m/everything-claude-code](affaan-m/everything-claude-code/research.md) | 152,488 | 181 | MIT | Medium |\n| [Shubhamsaboo/awesome-llm-apps](Shubhamsaboo/awesome-llm-apps/research.md) | 105,284 | 20+ + meta-framework | Apache-2.0 | High |\n| [anthropics/skills](anthropics/skills/research.md) | 115,745 | 294+ | Apache-2.0 (partial) | High |\n| [anthropics/claude-cookbooks](anthropics/claude-cookbooks/research.md) | 38,777 | Custom skills + notebooks | MIT | High |\n| [sickn33/antigravity-awesome-skills](sickn33/antigravity-awesome-skills/research.md) | 32,513 | 1,404+ skills | MIT | High |\n| [msitarzewski/agency-agents](msitarzewski/agency-agents/research.md) | 79,073 | 50+ agents | MIT | High |\n| [NousResearch/hermes-agent](NousResearch/hermes-agent/research.md) | 65,493 | 30+ | MIT | Low |\n| [wshobson/agents](wshobson/agents/research.md) | 33,494 | 182 agents + 149 skills | MIT | High |\n| [github/awesome-copilot](github/awesome-copilot/research.md) | 29,421 | 294 | MIT | High |\n| [K-Dense-AI/scientific-agent-skills](K-Dense-AI/scientific-agent-skills/research.md) | 18,215 | 133 | MIT | High |\n| [VoltAgent/awesome-agent-skills](VoltAgent/awesome-agent-skills/research.md) | 15,334 | 1000+ | MIT | Low |\n| [muratcankoylan/Agent-Skills-for-Context-Engineering](muratcankoylan/Agent-Skills-for-Context-Engineering/research.md) | 14,979 | 19+ | MIT | Medium |\n| [addyosmani/agent-skills](addyosmani/agent-skills/research.md) | 13,534 | 21 | MIT | High |\n| [alirezarezvani/claude-skills](alirezarezvani/claude-skills/research.md) | 10,760 | 235 | MIT | High |\n| [huggingface/skills](huggingface/skills/research.md) | 10,166 | 35+ AI/ML | Apache-2.0 | High |\n| [Jeffallan/claude-skills](Jeffallan/claude-skills/research.md) | 8,132 | 66 | MIT | Medium-High |\n| [microsoft/skills](microsoft/skills/research.md) | 2,029 | 132 (Azure/AI) | MIT | High |\n| [antfu/skills](antfu/skills/research.md) | 4,559 | 17 | MIT | Medium-Low |\n| [jeremylongshore/claude-code-plugins-plus-skills](jeremylongshore/claude-code-plugins-plus-skills/research.md) | 1,909 | 5+ | MIT | Medium |\n| [softaworks/agent-toolkit](softaworks/agent-toolkit/research.md) | 1,494 | 42 | MIT | High |\n| [ljagiello/ctf-skills](ljagiello/ctf-skills/research.md) | 1,332 | 20+ | MIT | High |\n| [daymade/claude-code-skills](daymade/claude-code-skills/research.md) | 822 | 51 | MIT | High |\n| [CharlesWiltgen/Axiom](CharlesWiltgen/Axiom/research.md) | 810 | 175 | MIT | High |\n| [majiayu000/claude-skill-registry](majiayu000/claude-skill-registry/research.md) | 187 | 153,744 | MIT | High |\n\n### Methodology Repos\n\n| Repo | Stars | Focus | License | Extraction Priority |\n|------|-------|-------|---------|---------------------|\n| [obra/superpowers](obra/superpowers/research.md) | 148,254 | Agent dev methodology (TDD, debugging, planning) | MIT | High |\n| [microsoft/generative-ai-for-beginners](microsoft/generative-ai-for-beginners/research.md) | 109,264 | Generative AI educational curriculum | MIT | High |\n| [microsoft/ai-agents-for-beginners](microsoft/ai-agents-for-beginners/research.md) | 56,565 | AI agents educational curriculum | MIT | High |\n| [gsd-build/get-shit-done](gsd-build/get-shit-done/research.md) | 51,227 | Context-rot-resistant execution, quality gates | MIT | High |\n| [shareAI-lab/learn-claude-code](shareAI-lab/learn-claude-code/research.md) | 52,165 | Agent design methodology, agent-builder skill | MIT | Medium |\n| [huggingface/agents-course](huggingface/agents-course/research.md) | 27,801 | Agent development curriculum (4-unit course) | Apache-2.0 | Medium-High |\n| [agentskills/agentskills](agentskills/agentskills/research.md) | 15,904 | Agent skills specification and docs | Apache-2.0 | Medium |\n| [aiming-lab/AutoResearchClaw](aiming-lab/AutoResearchClaw/research.md) | 11,057 | 23-stage autonomous research pipeline | MIT | High |\n| [zhu1090093659/spec_driven_develop](zhu1090093659/spec_driven_develop/research.md) | 676 | Spec-driven development with SUPER scoring | MIT | Low |\n\n### Claude Plugins\n\n| Repo | Stars | Domain | License | Extraction Priority |\n|------|-------|--------|---------|---------------------|\n| [gastownhall/beads](gastownhall/beads/research.md) | 20,628 | Graph issue tracker with molecule/wisp templates | MIT | High |\n| [supabase/agent-skills](supabase/agent-skills/research.md) | 1,925 | Supabase / Postgres best practices | MIT | Medium |\n| [expo/skills](expo/skills/research.md) | 1,675 | Expo / React Native lifecycle | MIT | Medium-High |\n| [antonbabenko/terraform-skill](antonbabenko/terraform-skill/research.md) | 1,516 | Terraform IaC | Apache-2.0 | Medium |\n| [CloudAI-X/claude-workflow-v2](CloudAI-X/claude-workflow-v2/research.md) | 1,324 | Claude workflow automation plugin | MIT | Medium |\n\n### Domain Skill Packs\n\n| Repo | Stars | Domain | License | Extraction Priority |\n|------|-------|--------|---------|---------------------|\n| [modelcontextprotocol/servers](modelcontextprotocol/servers/research.md) | 83,628 | MCP server development patterns | Apache-2.0 | High |\n| [nextlevelbuilder/ui-ux-pro-max-skill](nextlevelbuilder/ui-ux-pro-max-skill/research.md) | 63,594 | UI/UX design intelligence | MIT | Medium-High |\n| [googleworkspace/cli](googleworkspace/cli/research.md) | 24,477 | Google Workspace CLI (20+ skills) | Apache-2.0 | Medium |\n| [phuryn/pm-skills](phuryn/pm-skills/research.md) | 9,831 | Product management (65+ skills) | MIT | Medium-High |\n| [larksuite/cli](larksuite/cli/research.md) | 7,494 | Lark/Feishu CLI (20+ skills) | MIT | Medium |\n| [Orchestra-Research/AI-Research-SKILLs](Orchestra-Research/AI-Research-SKILLs/research.md) | 6,637 | AI research (87 skills, autoresearch loop) | MIT | High |\n| [twostraws/SwiftUI-Agent-Skill](twostraws/SwiftUI-Agent-Skill/research.md) | 3,494 | SwiftUI development | MIT | Low |\n| [sanyuan0704/sanyuan-skills](sanyuan0704/sanyuan-skills/research.md) | 3,181 | Code review (SOLID, P0-P3 severity) | MIT | Medium |\n| [htdt/godogen](htdt/godogen/research.md) | 2,762 | Go documentation generation | MIT | Medium |\n| [AvdLee/SwiftUI-Agent-Skill](AvdLee/SwiftUI-Agent-Skill/research.md) | 2,510 | SwiftUI development | MIT | Low |\n| [vuejs-ai/skills](vuejs-ai/skills/research.md) | 2,187 | Vue.js AI skills | MIT | Medium |\n| [gadievron/raptor](gadievron/raptor/research.md) | 1,932 | Offensive/defensive security | MIT | High |\n| [RKiding/Awesome-finance-skills](RKiding/Awesome-finance-skills/research.md) | 1,769 | Finance data & analysis | Apache-2.0 | Medium |\n| [addyosmani/web-quality-skills](addyosmani/web-quality-skills/research.md) | 1,730 | Web performance & quality | MIT | Medium-High |\n| [dominikmartn/nothing-design-skill](dominikmartn/nothing-design-skill/research.md) | 1,675 | Nothing Phone design language | MIT | Medium |\n| [SimoneAvogadro/android-reverse-engineering-skill](SimoneAvogadro/android-reverse-engineering-skill/research.md) | 1,500 | Android reverse engineering | Apache-2.0 | High |\n| [AvdLee/Swift-Concurrency-Agent-Skill](AvdLee/Swift-Concurrency-Agent-Skill/research.md) | 1,388 | Swift concurrency patterns | MIT | High |\n| [callstackincubator/agent-skills](callstackincubator/agent-skills/research.md) | 1,230 | React Native performance (Callstack) | MIT | High |\n| [dotnet/skills](dotnet/skills/research.md) | 1,061 | .NET development (11 official plugins) | MIT | High |\n| [Aaronontheweb/dotnet-skills](Aaronontheweb/dotnet-skills/research.md) | 784 | .NET / distributed systems (34 skills) | MIT | High |\n| [adamlyttleapps/claude-skill-app-onboarding-questionnaire](adamlyttleapps/claude-skill-app-onboarding-questionnaire/research.md) | 773 | App onboarding questionnaire | MIT | Medium |\n| [onvoyage-ai/gtm-engineer-skills](onvoyage-ai/gtm-engineer-skills/research.md) | 710 | GTM / AEO / GEO engineering | MIT | High |\n| [bevibing/tutor-skills](bevibing/tutor-skills/research.md) | 694 | Tutoring skills | MIT | Medium |\n| [blessonism/openclaw-search-skills](blessonism/openclaw-search-skills/research.md) | 408 | Deep research / multi-source search | MIT | Medium |\n| [awesome-skills/code-review-skill](awesome-skills/code-review-skill/research.md) | 263 | Multi-framework code review | MIT | Medium |\n| [akin-ozer/cc-devops-skills](akin-ozer/cc-devops-skills/research.md) | 174 | DevOps (Terraform, Helm, Docker, K8s) | Apache-2.0 | Medium |\n| [claude-world/notebooklm-skill](claude-world/notebooklm-skill/research.md) | 167 | Research-to-content pipeline | MIT | High |\n| [machina-sports/sports-skills](machina-sports/sports-skills/research.md) | 67 | Sports data & prediction markets | MIT | Medium |\n| [seb1n/awesome-ai-agent-skills](seb1n/awesome-ai-agent-skills/research.md) | 58 | 90+ domain skills with systematic workflows | MIT | Medium-High |\n\n### Utilities with Skills\n\n| Repo | Stars | Tool | License | Extraction Priority |\n|------|-------|------|---------|---------------------|\n| [BloopAI/vibe-kanban](BloopAI/vibe-kanban/research.md) | 24,908 | Kanban-driven agent orchestration with worktree isolation | Apache-2.0 | Medium |\n| [safishamsi/graphify](safishamsi/graphify/research.md) | 23,358 | Knowledge graph builder (AST + Whisper + Claude) | MIT | Medium |\n| [qwibitai/nanoclaw](qwibitai/nanoclaw/research.md) | 27,186 | Containerized AI agent framework | MIT | Medium |\n| [JuliusBrussee/caveman](JuliusBrussee/caveman/research.md) | 21,231 | Terminal-based task runner | MIT | Medium |\n| [mvanhorn/last30days-skill](mvanhorn/last30days-skill/research.md) | 20,996 | Multi-platform research aggregation | MIT | Low-Medium |\n| [OthmanAdi/planning-with-files](OthmanAdi/planning-with-files/research.md) | 18,574 | Persistent file-based planning | MIT | Medium |\n| [blader/humanizer](blader/humanizer/research.md) | 13,495 | AI text humanizer with voice calibration | MIT | Medium |\n| [yusufkaraaslan/Skill_Seekers](yusufkaraaslan/Skill_Seekers/research.md) | 12,681 | Documentation-to-skill converter | MIT | Medium |\n| [JCodesMore/ai-website-cloner-template](JCodesMore/ai-website-cloner-template/research.md) | 10,759 | Website cloning with parallel worktree builders | MIT | Medium |\n| [teng-lin/notebooklm-py](teng-lin/notebooklm-py/research.md) | 10,300 | NotebookLM Python API integration | MIT | Low-Medium |\n| [aden-hive/hive](aden-hive/hive/research.md) | 10,177 | Multi-agent harness with conversation-aware judge | Apache-2.0 | Medium |\n| [nicobailon/visual-explainer](nicobailon/visual-explainer/research.md) | 7,484 | Visual explanation skill | MIT | Medium |\n| [op7418/Humanizer-zh](op7418/Humanizer-zh/research.md) | 5,952 | Chinese text humanizer | MIT | Medium |\n| [nidhinjs/prompt-master](nidhinjs/prompt-master/research.md) | 4,994 | Prompt engineering (9-dimension intent extraction) | MIT | Medium |\n| [memodb-io/Acontext](memodb-io/Acontext/research.md) | 3,314 | Context management tool | Apache-2.0 | Medium |\n| [glitternetwork/pinme](glitternetwork/pinme/research.md) | 3,172 | Pin/bookmark tool | MIT | Medium |\n| [lackeyjb/playwright-skill](lackeyjb/playwright-skill/research.md) | 2,394 | Browser automation (Playwright) | MIT | Low |\n| [snyk/agent-scan](snyk/agent-scan/research.md) | 2,108 | Security scanning (Snyk) | Apache-2.0 | Medium |\n| [cisco-ai-defense/skill-scanner](cisco-ai-defense/skill-scanner/research.md) | 1,731 | Security scanning (multi-engine) | Apache-2.0 | Medium |\n| [yctimlin/mcp_excalidraw](yctimlin/mcp_excalidraw/research.md) | 1,698 | MCP + Excalidraw diagramming | MIT | Medium |\n| [yizhiyanhua-ai/fireworks-tech-graph](yizhiyanhua-ai/fireworks-tech-graph/research.md) | 1,512 | Tech graph visualization | MIT | Medium |\n| [TanStack/cli](TanStack/cli/research.md) | 1,229 | TanStack CLI with skills | MIT | Medium |\n| [truongduy2611/app-store-preflight-skills](truongduy2611/app-store-preflight-skills/research.md) | 1,065 | App Store compliance checking | MIT | Medium |\n| [wshuyi/x-article-publisher-skill](wshuyi/x-article-publisher-skill/research.md) | 715 | Article publisher | MIT | Low |\n| [deusyu/translate-book](deusyu/translate-book/research.md) | 616 | Book translation skill | MIT | Medium |\n| [jackwener/xhs-cli](jackwener/xhs-cli/research.md) | 438 | Xiaohongshu CLI | Apache-2.0 | Medium |\n| [axtonliu/ai-pair](axtonliu/ai-pair/research.md) | 190 | Multi-model pair programming | MIT | Medium |\n| [abracadabra50/claude-code-voice-skill](abracadabra50/claude-code-voice-skill/research.md) | 161 | Voice input skill | MIT | Medium |\n| [udayanwalvekar/clearshot](udayanwalvekar/clearshot/research.md) | 124 | Screenshot intelligence | MIT | Medium |\n| [eugeniughelbur/obsidian-second-brain](eugeniughelbur/obsidian-second-brain/research.md) | 129 | Obsidian vault as second brain | MIT | Medium |\n| [SukinShetty/Nemp-memory](SukinShetty/Nemp-memory/research.md) | 92 | Agent memory system | MIT | Medium |\n| [trsoliu/mini-wiki](trsoliu/mini-wiki/research.md) | 63 | AI wiki generator | MIT | Medium |\n| [AIPMAndy/dna-memory](AIPMAndy/dna-memory/research.md) | 53 | Evolving agent memory | Apache-2.0 | Medium |\n\n### Other\n\n| Repo | Stars | Type | License | Extraction Priority |\n|------|-------|------|---------|---------------------|\n| [heilcheng/awesome-agent-skills](heilcheng/awesome-agent-skills/research.md) | 3,921 | Curated skill list | MIT | Medium |\n| [zebbern/claude-code-guide](zebbern/claude-code-guide/research.md) | 3,916 | Security/pentesting skills (29) | MIT | High |\n| [xixu-me/awesome-persona-distill-skills](xixu-me/awesome-persona-distill-skills/research.md) | 3,401 | Persona distillation skills | CC0-1.0 | Medium |\n| [tech-leads-club/agent-skills](tech-leads-club/agent-skills/research.md) | 2,082 | 77 skills across 13 categories | MIT | High |\n| [GuDaStudio/skills](GuDaStudio/skills/research.md) | 1,979 | Multi-model orchestrator | MIT | Medium |\n| [alirezarezvani/claude-code-skill-factory](alirezarezvani/claude-code-skill-factory/research.md) | 686 | Skill generator meta-tool | MIT | Medium |\n\n### Agent Frameworks & Tools\n\n| Repo | Stars | Type | License | Extraction Priority |\n|------|-------|------|---------|---------------------|\n| [langflow-ai/langflow](langflow-ai/langflow/research.md) | 146,877 | AI workflow builder | MIT | Medium |\n| [langchain-ai/deepagents](langchain-ai/deepagents/research.md) | 20,544 | LangChain agent harness | MIT | High |\n| [emcie-co/parlant](emcie-co/parlant/research.md) | 17,908 | Conversational control layer | Apache-2.0 | High |\n| [charmbracelet/crush](charmbracelet/crush/research.md) | 22,930 | Terminal AI harness (successor to OpenCode) | NOASSERTION | High |\n| [aden-hive/hive](aden-hive/hive/research.md) | 10,188 | Multi-agent production harness | Apache-2.0 | High |\n| [github/gh-aw](github/gh-aw/research.md) | 4,288 | GitHub CLI with agentic workflows | MIT | Medium |\n| [lastmile-ai/mcp-agent](lastmile-ai/mcp-agent/research.md) | 8,245 | MCP agent framework | Apache-2.0 | High |\n| [mergisi/awesome-openclaw-agents](mergisi/awesome-openclaw-agents/research.md) | 2,848 | OpenClaw agent templates | MIT | Medium |\n| [barkain/claude-code-workflow-orchestration](barkain/claude-code-workflow-orchestration/research.md) | 43 | Claude Code orchestration | MIT | High |\n| [gensecaihq/MCP-Developer-SubAgent](gensecaihq/MCP-Developer-SubAgent/research.md) | 26 | MCP development framework | MIT | High |\n| [samitugal/awesome-agent-templates](samitugal/awesome-agent-templates/research.md) | 22 | Agent template catalog | MIT | Medium |\n| [gmh5225/awesome-skills](gmh5225/awesome-skills/research.md) | 22 | Multi-tool skill catalog | MIT | Medium |\n| [sbroenne/pytest-skill-engineering](sbroenne/pytest-skill-engineering/research.md) | 3 | AI skill testing framework | MIT | High |\n\n## ClawHub-Sourced Repos\n\n### Skills\n\n| Skill | Author | Stars | License | Extraction Priority |\n|-------|--------|-------|---------|---------------------|\n| [agent-browser](clawhub/vercel-labs/agent-browser/research.md) | @vercel-labs | 28,819 | Apache-2.0 | High |\n| [symphony](clawhub/openai/symphony/research.md) | @openai | 14,973 | Apache-2.0 | High |\n| [agent-framework](clawhub/microsoft/agent-framework/research.md) | @microsoft | 9,365 | MIT | High |\n| [gogcli](clawhub/steipete/gogcli/research.md) | @steipete | 6,804 | MIT | High |\n| [summarize](clawhub/steipete/summarize/research.md) | @steipete | 5,561 | MIT | Medium |\n| [agent-scripts](clawhub/steipete/agent-scripts/research.md) | @steipete | 2,383 | MIT | Medium |\n| [Nano-PDF](clawhub/gavrielc/Nano-PDF/research.md) | @gavrielc | 1,237 | MIT | Medium |\n| [polyclaw](clawhub/chainstacklabs/polyclaw/research.md) | @chainstacklabs | 301 | Apache-2.0 | Medium |\n| [awesome-openclaw-examples](clawhub/OthmaneBlial/awesome-openclaw-examples/research.md) | @OthmaneBlial | 100 | MIT | Medium |\n| [nonprofit-rbm-skill](clawhub/vassiliylakhonin/nonprofit-rbm-skill/research.md) | @vassiliylakhonin | 2 | MIT | Medium |\n| [deep-research-pro](clawhub/parags/deep-research-pro/research.md) | @parags | 1 | MIT | High |\n\n### Plugins\n\n| Plugin | Author | Stars | License | Extraction Priority |\n|--------|--------|-------|---------|---------------------|\n| [omni](clawhub/fajarhide/omni/research.md) | @fajarhide | 49 | MIT | High |\n| [openviking-plugins](clawhub/Castor6/openviking-plugins/research.md) | @Castor6 | 7 | Apache-2.0 | Low |\n| [Apple-PIM-Agent-Plugin](clawhub/omarshahine/Apple-PIM-Agent-Plugin/research.md) | @omarshahine | 3 | MIT | Medium |\n| [caveman-claw](clawhub/mCo0L/caveman-claw/research.md) | @mCo0L | 3 | MIT | Low |\n| [wasm-sandbox-node](clawhub/guyoung/wasm-sandbox-node/research.md) | @guyoung | 0 | MIT | Medium |\n",
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