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antigravity-skills-reference/similar_skills_analysis.json
sck_0 76f43ef8ee docs: add analysis and implementation reports for VoltAgent integration 
- VoltAgent repository analysis and validation reports
- Similar skills analysis and implementation tracking
- HTML to markdown conversion report
- Final skills count verification
2026-01-30 09:15:27 +01:00

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{
"summary": {
"total_analyzed": 89,
"truly_new": 0,
"duplicates": 2,
"needs_review": 13,
"invalid_sources": 74
},
"results": {
"truly_new": [],
"duplicates": [
{
"name": "react-best-practices",
"reason": "Already exists in repository",
"url": "https://github.com/vercel-labs/agent-skills/tree/main/skills/react-best-practices"
},
{
"name": "postgres-best-practices",
"reason": "Already exists in repository",
"url": "https://github.com/supabase/agent-skills/tree/main/skills/supabase-postgres-best-practices"
}
],
"complementary": [],
"needs_review": [
{
"name": "frontend-slides",
"url": "https://github.com/zarazhangrui/frontend-slides",
"raw_url": "https://github.com/zarazhangrui/frontend-slides/raw/main/SKILL.md",
"description": "Generate animation-rich HTML presentations with visual style previews",
"org": "zarazhangrui",
"category": "Community Skills",
"similar_to": [
"frontend-patterns",
"frontend-design"
],
"similarity_analysis": {
"is_duplicate": false,
"is_complementary": false,
"similarity_score": 0.7,
"closest_match": "frontend-design",
"reasoning": [
"Similar to existing skill: frontend-patterns",
"Similar to existing skill: frontend-design"
]
}
},
{
"name": "notebooklm-skill",
"url": "https://github.com/PleasePrompto/notebooklm-skill",
"raw_url": "https://github.com/PleasePrompto/notebooklm-skill/raw/master/SKILL.md",
"description": "Interact with NotebookLM for document-based conversations",
"org": "PleasePrompto",
"category": "Community Skills",
"similar_to": [
"notebooklm",
"slo-implementation"
],
"similarity_analysis": {
"is_duplicate": false,
"is_complementary": false,
"similarity_score": 0.7,
"closest_match": "slo-implementation",
"reasoning": [
"Similar to existing skill: notebooklm",
"Similar to existing skill: slo-implementation"
]
}
},
{
"name": "linear-claude-skill",
"url": "https://github.com/wrsmith108/linear-claude-skill",
"raw_url": "https://github.com/wrsmith108/linear-claude-skill/raw/main/SKILL.md",
"description": "Manage Linear issues, projects, and teams",
"org": "wrsmith108",
"category": "Community Skills",
"similar_to": [
"api-design-principles",
"seo-content-auditor"
],
"similarity_analysis": {
"is_duplicate": false,
"is_complementary": false,
"similarity_score": 0.7,
"closest_match": "seo-content-auditor",
"reasoning": [
"Similar to existing skill: api-design-principles",
"Similar to existing skill: seo-content-auditor"
]
}
},
{
"name": "skill-rails-upgrade",
"url": "https://github.com/robzolkos/skill-rails-upgrade",
"raw_url": "https://github.com/robzolkos/skill-rails-upgrade/raw/master/SKILL.md",
"description": "Analyze Rails apps and provide upgrade assessments",
"org": "robzolkos",
"category": "Community Skills",
"similar_to": [
"api-design-principles"
],
"similarity_analysis": {
"is_duplicate": false,
"is_complementary": false,
"similarity_score": 0.7,
"closest_match": "api-design-principles",
"reasoning": [
"Similar to existing skill: api-design-principles"
]
}
},
{
"name": "terraform-skill",
"url": "https://github.com/antonbabenko/terraform-skill",
"raw_url": "https://github.com/antonbabenko/terraform-skill/raw/master/SKILL.md",
"description": "Terraform infrastructure as code best practices",
"org": "antonbabenko",
"category": "Community Skills",
"similar_to": [
"internal-comms",
"skill-creator",
"slack-gif-creator"
],
"similarity_analysis": {
"is_duplicate": false,
"is_complementary": false,
"similarity_score": 0.7,
"closest_match": "slack-gif-creator",
"reasoning": [
"Similar to existing skill: internal-comms",
"Similar to existing skill: skill-creator",
"Similar to existing skill: slack-gif-creator"
]
}
},
{
"name": "context-fundamentals",
"url": "https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-fundamentals",
"raw_url": "https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/raw/main/SKILL.md",
"description": "Understand what context is, why it matters, and the anatomy of context in agent systems",
"org": "muratcankoylan",
"category": "Community Skills",
"similar_to": [
"salesforce-development"
],
"similarity_analysis": {
"is_duplicate": false,
"is_complementary": false,
"similarity_score": 0.7,
"closest_match": "salesforce-development",
"reasoning": [
"Similar to existing skill: salesforce-development"
]
}
},
{
"name": "context-degradation",
"url": "https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-degradation",
"raw_url": "https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/raw/main/SKILL.md",
"description": "Recognize patterns of context failure: lost-in-middle, poisoning, distraction, and clash",
"org": "muratcankoylan",
"category": "Community Skills",
"similar_to": [
"design-orchestration",
"production-code-audit",
"react-modernization",
"saga-orchestration",
"screen-reader-testing",
"seo-content-auditor",
"vector-index-tuning"
],
"similarity_analysis": {
"is_duplicate": false,
"is_complementary": false,
"similarity_score": 0.7,
"closest_match": "vector-index-tuning",
"reasoning": [
"Similar to existing skill: design-orchestration",
"Similar to existing skill: production-code-audit",
"Similar to existing skill: react-modernization",
"Similar to existing skill: saga-orchestration",
"Similar to existing skill: screen-reader-testing",
"Similar to existing skill: seo-content-auditor",
"Similar to existing skill: vector-index-tuning"
]
}
},
{
"name": "context-compression",
"url": "https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-compression",
"raw_url": "https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/raw/main/SKILL.md",
"description": "Design and evaluate compression strategies for long-running sessions",
"org": "muratcankoylan",
"category": "Community Skills",
"similar_to": [
"incident-responder",
"monorepo-architect",
"postmortem-writing",
"projection-patterns",
"scroll-experience",
"service-mesh-expert"
],
"similarity_analysis": {
"is_duplicate": false,
"is_complementary": false,
"similarity_score": 0.7,
"closest_match": "service-mesh-expert",
"reasoning": [
"Similar to existing skill: incident-responder",
"Similar to existing skill: monorepo-architect",
"Similar to existing skill: postmortem-writing",
"Similar to existing skill: projection-patterns",
"Similar to existing skill: scroll-experience",
"Similar to existing skill: service-mesh-expert"
]
}
},
{
"name": "context-optimization",
"url": "https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-optimization",
"raw_url": "https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/raw/main/SKILL.md",
"description": "Apply compaction, masking, and caching strategies",
"org": "muratcankoylan",
"category": "Community Skills",
"similar_to": [
"app-store-optimization",
"monorepo-architect",
"react-modernization"
],
"similarity_analysis": {
"is_duplicate": false,
"is_complementary": false,
"similarity_score": 0.7,
"closest_match": "react-modernization",
"reasoning": [
"Similar to existing skill: app-store-optimization",
"Similar to existing skill: monorepo-architect",
"Similar to existing skill: react-modernization"
]
}
},
{
"name": "multi-agent-patterns",
"url": "https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/multi-agent-patterns",
"raw_url": "https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/raw/main/SKILL.md",
"description": "Master orchestrator, peer-to-peer, and hierarchical multi-agent architectures",
"org": "muratcankoylan",
"category": "Community Skills",
"similar_to": [
"agent-manager-skill",
"computer-use-agents",
"gitlab-ci-patterns",
"rag-implementation"
],
"similarity_analysis": {
"is_duplicate": false,
"is_complementary": false,
"similarity_score": 0.7,
"closest_match": "rag-implementation",
"reasoning": [
"Similar to existing skill: agent-manager-skill",
"Similar to existing skill: computer-use-agents",
"Similar to existing skill: gitlab-ci-patterns",
"Similar to existing skill: rag-implementation"
]
}
},
{
"name": "memory-systems",
"url": "https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/memory-systems",
"raw_url": "https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/raw/main/SKILL.md",
"description": "Design short-term, long-term, and graph-based memory architectures",
"org": "muratcankoylan",
"category": "Community Skills",
"similar_to": [
"agent-memory-systems"
],
"similarity_analysis": {
"is_duplicate": false,
"is_complementary": false,
"similarity_score": 0.7,
"closest_match": "agent-memory-systems",
"reasoning": [
"Similar to existing skill: agent-memory-systems"
]
}
},
{
"name": "tool-design",
"url": "https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/tool-design",
"raw_url": "https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/raw/main/SKILL.md",
"description": "Build tools that agents can use effectively, including architectural reduction patterns",
"org": "muratcankoylan",
"category": "Community Skills",
"similar_to": [
"mobile-design"
],
"similarity_analysis": {
"is_duplicate": false,
"is_complementary": false,
"similarity_score": 0.7,
"closest_match": "mobile-design",
"reasoning": [
"Similar to existing skill: mobile-design"
]
}
},
{
"name": "evaluation",
"url": "https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/evaluation",
"raw_url": "https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/raw/main/SKILL.md",
"description": "Build evaluation frameworks for agent systems",
"org": "muratcankoylan",
"category": "Community Skills",
"similar_to": [
"agent-evaluation",
"llm-evaluation"
],
"similarity_analysis": {
"is_duplicate": false,
"is_complementary": false,
"similarity_score": 0.7,
"closest_match": "llm-evaluation",
"reasoning": [
"Similar to existing skill: agent-evaluation",
"Similar to existing skill: llm-evaluation"
]
}
}
],
"invalid_sources": [
{
"name": "template",
"url": "https://github.com/anthropics/skills/tree/main/template",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "react-native-skills",
"url": "https://github.com/vercel-labs/agent-skills/tree/main/skills/react-native-skills",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "building-ai-agent-on-cloudflare",
"url": "https://github.com/cloudflare/skills/tree/main/building-ai-agent-on-cloudflare",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "building-mcp-server-on-cloudflare",
"url": "https://github.com/cloudflare/skills/tree/main/building-mcp-server-on-cloudflare",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "commands",
"url": "https://github.com/cloudflare/skills/tree/main/commands",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "durable-objects",
"url": "https://github.com/cloudflare/skills/tree/main/durable-objects",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "web-perf",
"url": "https://github.com/cloudflare/skills/tree/main/web-perf",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "react-components",
"url": "https://github.com/google-labs-code/stitch-skills/tree/main/skills/react-components",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "hugging-face-datasets",
"url": "https://github.com/huggingface/skills/tree/main/skills/hugging-face-datasets",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "hugging-face-evaluation",
"url": "https://github.com/huggingface/skills/tree/main/skills/hugging-face-evaluation",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "hugging-face-model-trainer",
"url": "https://github.com/huggingface/skills/tree/main/skills/hugging-face-model-trainer",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "hugging-face-paper-publisher",
"url": "https://github.com/huggingface/skills/tree/main/skills/hugging-face-paper-publisher",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "hugging-face-tool-builder",
"url": "https://github.com/huggingface/skills/tree/main/skills/hugging-face-tool-builder",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "hugging-face-trackio",
"url": "https://github.com/huggingface/skills/tree/main/skills/hugging-face-trackio",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "stripe-best-practices",
"url": "https://github.com/stripe/ai/tree/main/skills/stripe-best-practices",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "upgrade-stripe",
"url": "https://github.com/stripe/ai/tree/main/skills/upgrade-stripe",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "ask-questions-if-underspecified",
"url": "https://github.com/trailofbits/skills/tree/main/plugins/ask-questions-if-underspecified",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "audit-context-building",
"url": "https://github.com/trailofbits/skills/tree/main/plugins/audit-context-building",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "building-secure-contracts",
"url": "https://github.com/trailofbits/skills/tree/main/plugins/building-secure-contracts",
"reason": "SKILL.md not found or URL inaccessible"
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{
"name": "burpsuite-project-parser",
"url": "https://github.com/trailofbits/skills/tree/main/plugins/burpsuite-project-parser",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "claude-in-chrome-troubleshooting",
"url": "https://github.com/trailofbits/skills/tree/main/plugins/claude-in-chrome-troubleshooting",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "constant-time-analysis",
"url": "https://github.com/trailofbits/skills/tree/main/plugins/constant-time-analysis",
"reason": "SKILL.md not found or URL inaccessible"
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{
"name": "differential-review",
"url": "https://github.com/trailofbits/skills/tree/main/plugins/differential-review",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "dwarf-expert",
"url": "https://github.com/trailofbits/skills/tree/main/plugins/dwarf-expert",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "entry-point-analyzer",
"url": "https://github.com/trailofbits/skills/tree/main/plugins/entry-point-analyzer",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "firebase-apk-scanner",
"url": "https://github.com/trailofbits/skills/tree/main/plugins/firebase-apk-scanner",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "insecure-defaults",
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"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "modern-python",
"url": "https://github.com/trailofbits/skills/tree/main/plugins/modern-python",
"reason": "SKILL.md not found or URL inaccessible"
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{
"name": "property-based-testing",
"url": "https://github.com/trailofbits/skills/tree/main/plugins/property-based-testing",
"reason": "SKILL.md not found or URL inaccessible"
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{
"name": "semgrep-rule-creator",
"url": "https://github.com/trailofbits/skills/tree/main/plugins/semgrep-rule-creator",
"reason": "SKILL.md not found or URL inaccessible"
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"name": "semgrep-rule-variant-creator",
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"reason": "SKILL.md not found or URL inaccessible"
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"name": "spec-to-code-compliance",
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"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "static-analysis",
"url": "https://github.com/trailofbits/skills/tree/main/plugins/static-analysis",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "testing-handbook-skills",
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"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "variant-analysis",
"url": "https://github.com/trailofbits/skills/tree/main/plugins/variant-analysis",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "expo-app-design",
"url": "https://github.com/expo/skills/tree/main/plugins/expo-app-design",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "agents-md",
"url": "https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/agents-md",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "claude-settings-audit",
"url": "https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/claude-settings-audit",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "code-review",
"url": "https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/code-review",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "best-practices",
"url": "https://github.com/better-auth/skills/tree/main/better-auth/best-practices",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "commands",
"url": "https://github.com/better-auth/skills/tree/main/better-auth/commands",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "create-auth",
"url": "https://github.com/better-auth/skills/tree/main/better-auth/create-auth",
"reason": "SKILL.md not found or URL inaccessible"
},
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"name": "tinybird-best-practices",
"url": "https://github.com/tinybirdco/tinybird-agent-skills/tree/main/skills/tinybird-best-practices",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "cloudflare-skill",
"url": "https://github.com/dmmulroy/cloudflare-skill/tree/main/skill/cloudflare",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "remotion",
"url": "https://github.com/remotion-dev/skills/tree/main/skills/remotion",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "marketingskills",
"url": "https://github.com/coreyhaines31/marketingskills",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "content-research-writer",
"url": "https://github.com/ComposioHQ/awesome-claude-skills/tree/master/content-research-writer",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "competitive-ads-extractor",
"url": "https://github.com/ComposioHQ/awesome-claude-skills/tree/master/competitive-ads-extractor",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "notion-skills-for-claude",
"url": "https://www.notion.so/notiondevs/Notion-Skills-for-Claude-28da4445d27180c7af1df7d8615723d0",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "integrate-whatsapp",
"url": "https://github.com/gokapso/agent-skills/tree/master/skills/integrate-whatsapp",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "sharing-skills",
"url": "https://github.com/obra/superpowers/blob/main/skills/sharing-skills/SKILL.md",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "meeting-insights-analyzer",
"url": "https://github.com/ComposioHQ/awesome-claude-skills/tree/master/meeting-insights-analyzer",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "image-enhancer",
"url": "https://github.com/ComposioHQ/awesome-claude-skills/tree/master/image-enhancer",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "rootly-incident-responder",
"url": "https://github.com/Rootly-AI-Labs/Rootly-MCP-server/blob/main/examples/skills/rootly-incident-responder.md",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "ios-simulator-skill",
"url": "https://github.com/conorluddy/ios-simulator-skill",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "postgres",
"url": "https://github.com/sanjay3290/ai-skills/tree/main/skills/postgres",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "ui-ux-pro-max-skill",
"url": "https://github.com/nextlevelbuilder/ui-ux-pro-max-skill",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "changelog-generator",
"url": "https://github.com/ComposioHQ/awesome-claude-skills/tree/master/changelog-generator",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "root-cause-tracing",
"url": "https://github.com/obra/superpowers/blob/main/skills/root-cause-tracing/SKILL.md",
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},
{
"name": "testing-skills-with-subagents",
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"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "testing-anti-patterns",
"url": "https://github.com/obra/superpowers/blob/main/skills/testing-anti-patterns/SKILL.md",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "condition-based-waiting",
"url": "https://github.com/obra/superpowers/blob/main/skills/condition-based-waiting/SKILL.md",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "commands",
"url": "https://github.com/obra/superpowers/tree/main/skills/commands",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "dev-agent-skills",
"url": "https://github.com/fvadicamo/dev-agent-skills",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "claude-bootstrap",
"url": "https://github.com/alinaqi/claude-bootstrap",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "recursive-decomposition-skill",
"url": "https://github.com/massimodeluisa/recursive-decomposition-skill",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "react-native-best-practices",
"url": "https://github.com/callstackincubator/agent-skills/blob/main/skills/react-native-best-practices/SKILL.md",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "swift-patterns-skill",
"url": "https://github.com/efremidze/swift-patterns-skill/tree/main/swift-patterns",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "ai-research-skills",
"url": "https://github.com/zechenzhangAGI/AI-research-SKILLs",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "n8n-code-javascript",
"url": "https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-code-javascript",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "n8n-expression-syntax",
"url": "https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-expression-syntax",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "n8n-validation-expert",
"url": "https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-validation-expert",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "n8n-workflow-patterns",
"url": "https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-workflow-patterns",
"reason": "SKILL.md not found or URL inaccessible"
},
{
"name": "materials-simulation-skills",
"url": "https://github.com/HeshamFS/materials-simulation-skills",
"reason": "SKILL.md not found or URL inaccessible"
}
]
}
}
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