[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-skill-bobmatnyc-neon-zh-CN":3,"guides-for-bobmatnyc-neon":1872,"similar-k171stsw666bte87f4t40zsk2s86mmmq-zh-CN":1873},{"_creationTime":4,"_id":5,"children":6,"community":7,"display":9,"evaluation":15,"identity":256,"isFallback":253,"parentExtension":261,"providers":262,"relations":267,"repo":269,"tags":1869,"workflow":1870},1778683190010.2644,"k171stsw666bte87f4t40zsk2s86mmmq",[],{"reviewCount":8},0,{"description":10,"installMethods":11,"name":13,"sourceUrl":14},"Neon serverless Postgres with autoscaling, instant database branching, and zero-downtime deployments. Use when building serverless applications, implementing database branching for dev/staging, or deploying with Vercel/Netlify.",{"claudeCode":12},"bobmatnyc/claude-mpm-skills","Neon Serverless Postgres","https://github.com/bobmatnyc/claude-mpm-skills",{"_creationTime":16,"_id":17,"extensionId":5,"locale":18,"result":19,"trustSignals":238,"workflow":254},1778684450543.7366,"kn7d7evnmycdnw052cjkjmdbns86nmcf","en",{"checks":20,"evaluatedAt":193,"extensionSummary":194,"features":195,"nonGoals":201,"practices":205,"prerequisites":206,"promptVersionExtension":207,"promptVersionScoring":208,"purpose":209,"rationale":210,"score":211,"summary":212,"tags":213,"targetMarket":224,"tier":225,"useCases":226,"workflow":231},[21,26,29,32,36,39,44,48,51,54,58,62,65,69,72,75,78,81,84,87,91,95,100,104,108,111,114,117,121,124,127,130,133,136,139,143,147,151,154,158,161,164,167,170,174,177,180,183,186,190],{"category":22,"check":23,"severity":24,"summary":25},"Practical Utility","Problem relevance","pass","The description clearly states the problem of managing serverless Postgres with features like autoscaling and database branching, and names specific use cases like building serverless applications and implementing database branching for development.",{"category":22,"check":27,"severity":24,"summary":28},"Unique selling proposition","The skill offers specific value over a generic Postgres tool by providing integrated features for Neon serverless Postgres, including autoscaling, instant branching, and zero-downtime deployments, which go beyond basic database management.",{"category":22,"check":30,"severity":24,"summary":31},"Production readiness","The skill covers the complete lifecycle for using Neon serverless Postgres, from setup and connection management to advanced features like branching, migrations, and Vercel integration, indicating it's ready for production workflows.",{"category":33,"check":34,"severity":24,"summary":35},"Scope","Single responsibility principle","The skill is focused on Neon serverless Postgres and its ecosystem, including integrations with common development tools, without straying into unrelated domains.",{"category":33,"check":37,"severity":24,"summary":38},"Description quality","The displayed description accurately reflects the skill's capabilities and use cases, providing a concise and informative overview.",{"category":40,"check":41,"severity":42,"summary":43},"Invocation","Scoped tools","not_applicable","This skill does not expose specific tools in the traditional sense, as it functions as a knowledge artifact for guiding interactions with Neon Postgres. Its 'capabilities' are descriptive guidance rather than callable functions.",{"category":45,"check":46,"severity":24,"summary":47},"Documentation","Configuration & parameter reference","The SKILL.md file details connection strings, environment variables, and setup steps for various integrations (Drizzle, Prisma, Node-Postgres), effectively covering configuration parameters.",{"category":33,"check":49,"severity":42,"summary":50},"Tool naming","As this is a skill and not a tool-based extension, traditional tool naming conventions do not apply.",{"category":33,"check":52,"severity":42,"summary":53},"Minimal I/O surface","This skill does not expose tools with input/output schemas; its function is informational.",{"category":55,"check":56,"severity":24,"summary":57},"License","License usability","The extension is licensed under the MIT License, which is a permissive open-source license, clearly stated in the LICENSE file.",{"category":59,"check":60,"severity":24,"summary":61},"Maintenance","Commit recency","The last commit was on 2026-04-15, which is within the last 3 months.",{"category":59,"check":63,"severity":42,"summary":64},"Dependency Management","The extension does not appear to bundle or manage third-party dependencies directly.",{"category":66,"check":67,"severity":24,"summary":68},"Security","Secret Management","The skill documentation emphasizes using environment variables for secrets like DATABASE_URL and NEON_API_KEY and does not embed sensitive information directly.",{"category":66,"check":70,"severity":24,"summary":71},"Injection","The skill focuses on providing code examples and configuration guidance, and does not instruct the agent to load or execute arbitrary third-party data as instructions.",{"category":66,"check":73,"severity":24,"summary":74},"Transitive Supply-Chain Grenades","The skill does not fetch remote content at runtime or execute arbitrary code, relying solely on bundled documentation and examples.",{"category":66,"check":76,"severity":24,"summary":77},"Sandbox Isolation","The skill provides documentation and code examples, and does not attempt to modify files or interact with the system outside of expected coding/configuration practices.",{"category":66,"check":79,"severity":24,"summary":80},"Sandbox escape primitives","No detached processes, retry loops around denied calls, or other sandbox escape primitives were detected in the provided documentation.",{"category":66,"check":82,"severity":24,"summary":83},"Data Exfiltration","The skill documents how to use connection strings and API keys via environment variables and does not instruct on submitting confidential data to third parties.",{"category":66,"check":85,"severity":24,"summary":86},"Hidden Text Tricks","The bundled content and documentation do not contain hidden steering tricks, invisible characters, or obfuscated instructions.",{"category":88,"check":89,"severity":24,"summary":90},"Hooks","Opaque code execution","The skill's code examples are in plain, readable formats (TypeScript, SQL, Bash) and do not involve obfuscation, base64 payloads, or runtime code fetching.",{"category":92,"check":93,"severity":24,"summary":94},"Portability","Structural Assumption","The skill provides clear instructions and examples for integrating with Neon Postgres, including environment variable setup, without making assumptions about specific project directory structures.",{"category":96,"check":97,"severity":98,"summary":99},"Trust","Issues Attention","warning","There are 4 open issues and 0 closed issues in the last 90 days, indicating slow response to new issues and a potential lack of active maintenance.",{"category":101,"check":102,"severity":98,"summary":103},"Versioning","Release Management","The README indicates 'Last Updated: 2025-12-17' and 'Skills Count: 110', but there is no explicit semantic versioning in the SKILL.md or other manifests, and installation instructions reference 'main'.",{"category":105,"check":106,"severity":42,"summary":107},"Code Execution","Validation","This skill is documentation-based and does not execute code or process structured output that would require schema validation.",{"category":66,"check":109,"severity":24,"summary":110},"Unguarded Destructive Operations","The skill provides guidance on database operations but does not contain inherently destructive commands that would require explicit guarding.",{"category":105,"check":112,"severity":24,"summary":113},"Error Handling","The provided code examples include basic error handling patterns (e.g., try/catch in transactions, error logging) and suggest best practices for Neon integrations.",{"category":105,"check":115,"severity":42,"summary":116},"Logging","This skill is a documentation artifact and does not perform actions that require local audit logging.",{"category":118,"check":119,"severity":24,"summary":120},"Compliance","GDPR","The skill focuses on database configuration and usage, not directly on processing personal data without sanitization.",{"category":118,"check":122,"severity":24,"summary":123},"Target market","The skill is globally applicable and does not contain any regional or jurisdictional logic.",{"category":92,"check":125,"severity":24,"summary":126},"Runtime stability","The skill's documentation provides examples for both serverless (edge runtime) and standard Node.js environments, indicating good portability.",{"category":45,"check":128,"severity":24,"summary":129},"README","The README file provides a comprehensive overview of the Claude MPM skills repository, its features, structure, and installation instructions.",{"category":33,"check":131,"severity":42,"summary":132},"Tool surface size","This is a knowledge skill and does not expose a list of tools or commands.",{"category":40,"check":134,"severity":42,"summary":135},"Overlapping near-synonym tools","As a knowledge skill, it does not expose multiple tools with overlapping functionalities.",{"category":45,"check":137,"severity":24,"summary":138},"Phantom features","All features described in the README and SKILL.md (Neon Postgres, branching, integrations) are supported by the provided documentation and examples.",{"category":140,"check":141,"severity":24,"summary":142},"Install","Installation instruction","The README provides clear installation instructions for Claude MPM and instructions on how to make skills available, along with usage examples.",{"category":144,"check":145,"severity":24,"summary":146},"Errors","Actionable error messages","The SKILL.md includes a 'Troubleshooting' section that addresses common issues like connection problems and migration failures, offering remediation steps.",{"category":148,"check":149,"severity":98,"summary":150},"Execution","Pinned dependencies","While the README mentions installation via pip or Homebrew, and the SKILL.md shows examples using Node.js packages, there's no explicit mention of pinned dependencies or lockfiles for the Node.js examples within the skill's own context.",{"category":33,"check":152,"severity":42,"summary":153},"Dry-run preview","This skill provides documentation and examples, not executable commands that would require a dry-run preview.",{"category":155,"check":156,"severity":42,"summary":157},"Protocol","Idempotent retry & timeouts","The skill itself does not implement network calls or state-changing operations that would require idempotent retries or timeouts.",{"category":118,"check":159,"severity":24,"summary":160},"Telemetry opt-in","The extension does not appear to emit telemetry.",{"category":40,"check":162,"severity":24,"summary":163},"Precise Purpose","The SKILL.md and displayed description clearly state the purpose of managing Neon serverless Postgres and provide specific use cases and boundaries.",{"category":40,"check":165,"severity":24,"summary":166},"Concise Frontmatter","The frontmatter in SKILL.md is concise and effectively summarizes the skill's purpose and when to use it.",{"category":45,"check":168,"severity":24,"summary":169},"Concise Body","The SKILL.md provides detailed information but is well-structured with clear headings and code blocks, and delegates more complex material to separate sections.",{"category":171,"check":172,"severity":24,"summary":173},"Context","Progressive Disclosure","The SKILL.md uses progressive disclosure effectively, with clear sections and code examples, and the overall repository structure suggests further details are available in linked files.",{"category":171,"check":175,"severity":42,"summary":176},"Forked exploration","This skill is knowledge-based and does not involve deep exploration that would necessitate a forked context.",{"category":22,"check":178,"severity":24,"summary":179},"Usage examples","The SKILL.md provides numerous ready-to-use code examples for various integrations (Drizzle, Prisma, Node-Postgres) and scenarios, demonstrating claimed outputs.",{"category":22,"check":181,"severity":24,"summary":182},"Edge cases","The 'Troubleshooting' section addresses connection issues, migration failures, and performance concerns, outlining symptoms and recovery steps.",{"category":105,"check":184,"severity":42,"summary":185},"Tool Fallback","This skill does not rely on external tools like a custom MCP with fallbacks; it provides guidance on using Neon Postgres.",{"category":187,"check":188,"severity":24,"summary":189},"Safety","Halt on unexpected state","The skill's documentation implicitly guides users to manage their database state (e.g., migrations, branching) to avoid unexpected states before performing operations.",{"category":92,"check":191,"severity":24,"summary":192},"Cross-skill coupling","The skill is self-contained and focuses on Neon Postgres, with explicit mentions of integrations but no implicit reliance on other skills being loaded.",1778684450432,"This skill provides in-depth documentation and examples for using Neon serverless Postgres, covering setup, connection strings, ORM integrations (Drizzle, Prisma), database branching, Vercel deployments, and best practices for serverless environments.",[196,197,198,199,200],"Detailed Neon serverless Postgres architecture and features","Integration examples for Drizzle, Prisma, and Node-Postgres","Guidance on database branching workflows","Examples for Vercel and Netlify deployments","Best practices for serverless optimization and connection management",[202,203,204],"Providing direct database management tools or commands","Replacing official Neon documentation or client libraries","Covering advanced PostgreSQL administration beyond Neon's serverless features",[],[],"3.0.0","4.4.0","To empower developers to effectively utilize Neon serverless Postgres for building scalable, modern applications by providing comprehensive guidance on its features and integrations.","The primary findings driving the score are the 'Issues Attention' warning due to slow issue closure rates and the 'Release Management' warning for lacking explicit versioning, alongside a minor 'Pinned dependencies' warning. These indicate areas for improved maintenance and clarity.",77,"A comprehensive skill for leveraging Neon serverless Postgres, offering detailed guidance on integrations and best practices.",[214,215,216,217,218,219,220,221,222,223],"postgres","neon","database","serverless","typescript","orm","drizzle","prisma","sql","development","global","community",[227,228,229,230],"When building serverless applications requiring a scalable Postgres database","When implementing database branching for development and staging environments","When integrating Neon Postgres with frameworks like Next.js, Drizzle, or Prisma","When optimizing database connections for serverless or edge runtimes",[232,233,234,235,236,237],"Review core concepts and features of Neon serverless Postgres.","Understand connection string configurations for different environments.","Integrate Neon Postgres with ORMs (Drizzle, Prisma) or drivers (Node-Postgres).","Implement database branching strategies for development workflows.","Configure deployments with platforms like Vercel or Netlify.","Follow best practices for serverless optimization and connection management.",{"codeQuality":239,"collectedAt":241,"documentation":242,"maintenance":245,"security":250,"testCoverage":252},{"hasLockfile":240},false,1778684431278,{"descriptionLength":243,"readmeSize":244},227,18236,{"closedIssues90d":8,"forks":246,"hasChangelog":240,"openIssues90d":247,"pushedAt":248,"stars":249},13,4,1776273197000,44,{"hasNpmPackage":240,"license":251,"smitheryVerified":240},"MIT",{"hasCi":253,"hasTests":240},true,{"updatedAt":255},1778684450543,{"basePath":257,"githubOwner":258,"githubRepo":259,"locale":18,"slug":215,"type":260},"toolchains/platforms/database/neon","bobmatnyc","claude-mpm-skills","skill",null,{"evaluate":263,"extract":265},{"promptVersionExtension":207,"promptVersionScoring":208,"score":211,"tags":264,"targetMarket":224,"tier":225},[214,215,216,217,218,219,220,221,222,223],{"commitSha":266,"license":251},"HEAD",{"repoId":268},"kd72g55e5qeqs90bk1bvkt8wbx86nkn3",{"_creationTime":270,"_id":268,"identity":271,"providers":272,"workflow":1865},1778683184016.2227,{"githubOwner":258,"githubRepo":259,"sourceUrl":14},{"classify":273,"discover":1859,"github":1862},{"commitSha":266,"extensions":274},[275,286,297,306,314,322,330,338,346,358,366,374,382,390,398,406,414,422,430,438,446,454,462,470,478,486,502,510,518,526,534,542,550,558,566,574,604,612,620,628,636,644,652,660,668,688,702,730,738,746,755,763,772,784,798,810,820,828,834,842,850,858,866,874,882,890,898,906,914,922,930,938,946,954,962,970,978,986,1008,1016,1024,1032,1040,1060,1068,1076,1084,1092,1100,1108,1128,1136,1144,1152,1160,1178,1193,1201,1209,1217,1225,1233,1241,1249,1257,1269,1277,1285,1293,1301,1309,1317,1325,1333,1341,1349,1357,1365,1373,1381,1389,1397,1405,1413,1430,1438,1452,1460,1468,1480,1488,1500,1510,1518,1526,1534,1542,1557,1570,1586,1602,1617,1631,1639,1647,1655,1671,1685,1695,1713,1726,1736,1750,1764,1782,1790,1798,1806,1814,1831,1839],{"basePath":276,"description":277,"displayName":278,"installMethods":279,"rationale":280,"selectedPaths":281,"source":285,"sourceLanguage":18,"type":260},".claude/skills/toolchains-ai-protocols","MCP (Model Context Protocol) - Build AI-native servers with tools, resources, and prompts. 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Java framework for production-ready applications with dependency injection, REST APIs, data access, security, and actuator monitoring","spring-boot",{"claudeCode":12},"SKILL.md frontmatter at toolchains/java/frameworks/spring-boot/SKILL.md",[477],{"path":283,"priority":284},{"basePath":479,"description":480,"displayName":481,"installMethods":482,"rationale":483,"selectedPaths":484,"source":285,"sourceLanguage":18,"type":260},"toolchains/javascript/build/vite","Vite lightning-fast build tool with instant HMR, ESM-first architecture, and zero-config setup for modern web development","vite-build-tool",{"claudeCode":12},"SKILL.md frontmatter at toolchains/javascript/build/vite/SKILL.md",[485],{"path":283,"priority":284},{"basePath":487,"description":488,"displayName":489,"installMethods":490,"rationale":491,"selectedPaths":492,"source":285,"sourceLanguage":18,"type":260},"toolchains/javascript/frameworks/express-local-dev","Production-ready Express.js development covering middleware architecture, error handling, security hardening, testing strategies, and deployment patterns","express-production",{"claudeCode":12},"SKILL.md frontmatter at toolchains/javascript/frameworks/express-local-dev/SKILL.md",[493,494,496,498,500],{"path":283,"priority":284},{"path":495,"priority":357},"references/middleware-patterns.md",{"path":497,"priority":357},"references/production-deployment.md",{"path":499,"priority":357},"references/security-hardening.md",{"path":501,"priority":357},"references/testing-strategies.md",{"basePath":503,"description":504,"displayName":505,"installMethods":506,"rationale":507,"selectedPaths":508,"source":285,"sourceLanguage":18,"type":260},"toolchains/javascript/frameworks/hono/cloudflare","Hono on Cloudflare Workers - bindings, KV, D1, R2, Durable Objects, and edge deployment patterns","hono-cloudflare",{"claudeCode":12},"SKILL.md frontmatter at toolchains/javascript/frameworks/hono/cloudflare/SKILL.md",[509],{"path":283,"priority":284},{"basePath":511,"description":512,"displayName":513,"installMethods":514,"rationale":515,"selectedPaths":516,"source":285,"sourceLanguage":18,"type":260},"toolchains/javascript/frameworks/hono/core","Hono ultrafast web framework fundamentals - routing, context, handlers, and response patterns for multi-runtime deployment","hono-core",{"claudeCode":12},"SKILL.md frontmatter at toolchains/javascript/frameworks/hono/core/SKILL.md",[517],{"path":283,"priority":284},{"basePath":519,"description":520,"displayName":521,"installMethods":522,"rationale":523,"selectedPaths":524,"source":285,"sourceLanguage":18,"type":260},"toolchains/javascript/frameworks/hono/jsx","Hono JSX - server-side rendering, streaming, async components, and HTML generation patterns","hono-jsx",{"claudeCode":12},"SKILL.md frontmatter at toolchains/javascript/frameworks/hono/jsx/SKILL.md",[525],{"path":283,"priority":284},{"basePath":527,"description":528,"displayName":529,"installMethods":530,"rationale":531,"selectedPaths":532,"source":285,"sourceLanguage":18,"type":260},"toolchains/javascript/frameworks/hono/middleware","Hono middleware patterns - 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Use when enabling email/password auth, configuring social providers, or implementing sign-up, sign-in, and verification flows.","better-auth-authentication",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/auth/better-auth/better-auth-authentication/SKILL.md",[779,780,782],{"path":283,"priority":284},{"path":781,"priority":357},"references/email-password.md",{"path":783,"priority":357},"references/providers.md",{"basePath":785,"description":786,"displayName":787,"installMethods":788,"rationale":789,"selectedPaths":790,"source":285,"sourceLanguage":18,"type":260},"toolchains/platforms/auth/better-auth/better-auth-core","Better Auth core setup for TypeScript apps. Use when configuring the Better Auth instance, wiring server handlers and client instances, working with sessions, or calling server-side auth APIs.","better-auth-core",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/auth/better-auth/better-auth-core/SKILL.md",[791,792,794,796],{"path":283,"priority":284},{"path":793,"priority":357},"references/client-server.md",{"path":795,"priority":357},"references/setup-database.md",{"path":797,"priority":357},"references/typescript.md",{"basePath":799,"description":800,"displayName":801,"installMethods":802,"rationale":803,"selectedPaths":804,"source":285,"sourceLanguage":18,"type":260},"toolchains/platforms/auth/better-auth/better-auth-integrations","Better Auth framework integrations for TypeScript. Use when wiring route handlers in Next.js, SvelteKit, Remix, Express, Hono, or other web frameworks.","better-auth-integrations",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/auth/better-auth/better-auth-integrations/SKILL.md",[805,806,808],{"path":283,"priority":284},{"path":807,"priority":357},"references/frameworks.md",{"path":809,"priority":357},"references/nextjs.md",{"basePath":811,"description":812,"displayName":813,"installMethods":814,"rationale":815,"selectedPaths":816,"source":285,"sourceLanguage":18,"type":260},"toolchains/platforms/auth/better-auth/better-auth-plugins","Better Auth plugin system for TypeScript. Use when adding advanced auth features (2FA, magic link, passkey, username, JWT, organizations) via server and client plugins.","better-auth-plugins",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/auth/better-auth/better-auth-plugins/SKILL.md",[817,818],{"path":283,"priority":284},{"path":819,"priority":357},"references/plugins-index.md",{"basePath":821,"description":822,"displayName":823,"installMethods":824,"rationale":825,"selectedPaths":826,"source":285,"sourceLanguage":18,"type":260},"toolchains/platforms/backend/supabase","Supabase open-source Firebase alternative with Postgres, authentication, storage, and realtime subscriptions. Use when building full-stack applications requiring integrated backend services with Next.js, React, or Vue.","supabase-backend-platform",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/backend/supabase/SKILL.md",[827],{"path":283,"priority":284},{"basePath":257,"description":10,"displayName":829,"installMethods":830,"rationale":831,"selectedPaths":832,"source":285,"sourceLanguage":18,"type":260},"neon-serverless-postgres",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/database/neon/SKILL.md",[833],{"path":283,"priority":284},{"basePath":835,"description":836,"displayName":837,"installMethods":838,"rationale":839,"selectedPaths":840,"source":285,"sourceLanguage":18,"type":260},"toolchains/platforms/deployment/digitalocean-agentic-cloud","DigitalOcean Gradient AI agentic cloud and AI platform for building, training, and deploying AI agents on GPU infrastructure with foundation models, knowledge bases, and agent routes. Use when planning or operating AI agents on DigitalOcean.","digitalocean-agentic-cloud",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/digitalocean-agentic-cloud/SKILL.md",[841],{"path":283,"priority":284},{"basePath":843,"description":844,"displayName":845,"installMethods":846,"rationale":847,"selectedPaths":848,"source":285,"sourceLanguage":18,"type":260},"toolchains/platforms/deployment/digitalocean-compute","DigitalOcean compute services covering Droplets, App Platform, Functions, Kubernetes (DOKS), GPU Droplets, and Bare Metal GPUs. Use when selecting or provisioning compute for applications, containers, or serverless workloads.","digitalocean-compute",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/digitalocean-compute/SKILL.md",[849],{"path":283,"priority":284},{"basePath":851,"description":852,"displayName":853,"installMethods":854,"rationale":855,"selectedPaths":856,"source":285,"sourceLanguage":18,"type":260},"toolchains/platforms/deployment/digitalocean-containers-images","DigitalOcean containers and images including Container Registry, preconfigured images, and custom images. Use when building, storing, or deploying container images or Droplet images on DigitalOcean.","digitalocean-containers-images",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/digitalocean-containers-images/SKILL.md",[857],{"path":283,"priority":284},{"basePath":859,"description":860,"displayName":861,"installMethods":862,"rationale":863,"selectedPaths":864,"source":285,"sourceLanguage":18,"type":260},"toolchains/platforms/deployment/digitalocean-managed-databases","DigitalOcean Managed Databases for PostgreSQL, MySQL, Redis, MongoDB, Kafka, OpenSearch, and Valkey. Use when provisioning, scaling, or operating managed database clusters on DigitalOcean.","digitalocean-managed-databases",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/digitalocean-managed-databases/SKILL.md",[865],{"path":283,"priority":284},{"basePath":867,"description":868,"displayName":869,"installMethods":870,"rationale":871,"selectedPaths":872,"source":285,"sourceLanguage":18,"type":260},"toolchains/platforms/deployment/digitalocean-management","DigitalOcean management services for monitoring, uptime checks, and resource organization with Projects. Use when setting up observability, alerts, and operational visibility on DigitalOcean.","digitalocean-management",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/digitalocean-management/SKILL.md",[873],{"path":283,"priority":284},{"basePath":875,"description":876,"displayName":877,"installMethods":878,"rationale":879,"selectedPaths":880,"source":285,"sourceLanguage":18,"type":260},"toolchains/platforms/deployment/digitalocean-networking","DigitalOcean networking services including VPC, firewalls, load balancers, reserved IPs, DNS, IPv6, and NAT gateway. Use when designing or securing network connectivity for DigitalOcean workloads.","digitalocean-networking",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/digitalocean-networking/SKILL.md",[881],{"path":283,"priority":284},{"basePath":883,"description":884,"displayName":885,"installMethods":886,"rationale":887,"selectedPaths":888,"source":285,"sourceLanguage":18,"type":260},"toolchains/platforms/deployment/digitalocean-overview","DigitalOcean platform overview for account setup, projects, tooling (Control Panel, doctl, API, Terraform), and service selection across compute, storage, databases, networking, management, and teams. Use when onboarding or planning DigitalOcean usage.","digitalocean-overview",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/digitalocean-overview/SKILL.md",[889],{"path":283,"priority":284},{"basePath":891,"description":892,"displayName":893,"installMethods":894,"rationale":895,"selectedPaths":896,"source":285,"sourceLanguage":18,"type":260},"toolchains/platforms/deployment/digitalocean-storage","DigitalOcean storage services including Spaces object storage, Volumes block storage, NFS, Snapshots, and Backups. Use when selecting or managing storage for DigitalOcean workloads.","digitalocean-storage",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/digitalocean-storage/SKILL.md",[897],{"path":283,"priority":284},{"basePath":899,"description":900,"displayName":901,"installMethods":902,"rationale":903,"selectedPaths":904,"source":285,"sourceLanguage":18,"type":260},"toolchains/platforms/deployment/digitalocean-teams","DigitalOcean Teams and Organizations for billing, access control, roles, and membership. Use when managing team structure, permissions, and organization-wide billing on DigitalOcean.","digitalocean-teams",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/digitalocean-teams/SKILL.md",[905],{"path":283,"priority":284},{"basePath":907,"description":908,"displayName":909,"installMethods":910,"rationale":911,"selectedPaths":912,"source":285,"sourceLanguage":18,"type":260},"toolchains/platforms/deployment/netlify","Netlify JAMstack deployment platform with serverless functions, forms, and identity","netlify-deployment-platform",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/netlify/SKILL.md",[913],{"path":283,"priority":284},{"basePath":915,"description":916,"displayName":917,"installMethods":918,"rationale":919,"selectedPaths":920,"source":285,"sourceLanguage":18,"type":260},"toolchains/platforms/deployment/vercel-ai","Vercel AI platform guidance covering AI SDK, AI Gateway, Vercel Agent, and MCP. Use when building AI-powered or agentic workloads on Vercel.","vercel-ai",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/vercel-ai/SKILL.md",[921],{"path":283,"priority":284},{"basePath":923,"description":924,"displayName":925,"installMethods":926,"rationale":927,"selectedPaths":928,"source":285,"sourceLanguage":18,"type":260},"toolchains/platforms/deployment/vercel-deployments-builds","Vercel deployment lifecycle for builds, deployments, previews, release phases, and rollback. Use when configuring build output, deployment workflows, or release controls on Vercel.","vercel-deployments-builds",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/vercel-deployments-builds/SKILL.md",[929],{"path":283,"priority":284},{"basePath":931,"description":932,"displayName":933,"installMethods":934,"rationale":935,"selectedPaths":936,"source":285,"sourceLanguage":18,"type":260},"toolchains/platforms/deployment/vercel-functions-runtime","Vercel Functions and Edge Runtime, including cron jobs and routing middleware. Use when building APIs, serverless workloads, or scheduled tasks on Vercel.","vercel-functions-runtime",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/vercel-functions-runtime/SKILL.md",[937],{"path":283,"priority":284},{"basePath":939,"description":940,"displayName":941,"installMethods":942,"rationale":943,"selectedPaths":944,"source":285,"sourceLanguage":18,"type":260},"toolchains/platforms/deployment/vercel-networking-domains","Vercel networking and routing for domains, DNS, redirects, rewrites, headers, CDN, edge cache, and regions. Use when configuring routing or traffic behavior on Vercel.","vercel-networking-domains",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/vercel-networking-domains/SKILL.md",[945],{"path":283,"priority":284},{"basePath":947,"description":948,"displayName":949,"installMethods":950,"rationale":951,"selectedPaths":952,"source":285,"sourceLanguage":18,"type":260},"toolchains/platforms/deployment/vercel-observability","Vercel observability for Web Analytics, Speed Insights, logs, tracing, alerts, and observability tooling. Use when monitoring performance or debugging production behavior on Vercel.","vercel-observability",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/vercel-observability/SKILL.md",[953],{"path":283,"priority":284},{"basePath":955,"description":956,"displayName":957,"installMethods":958,"rationale":959,"selectedPaths":960,"source":285,"sourceLanguage":18,"type":260},"toolchains/platforms/deployment/vercel-overview","Vercel platform overview for onboarding, projects, CLI, Git integration, environment variables, project configuration, REST API, and webhooks. Use when planning or operating workloads on Vercel.","vercel-overview",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/vercel-overview/SKILL.md",[961],{"path":283,"priority":284},{"basePath":963,"description":964,"displayName":965,"installMethods":966,"rationale":967,"selectedPaths":968,"source":285,"sourceLanguage":18,"type":260},"toolchains/platforms/deployment/vercel-security-access","Vercel security and access controls including RBAC, SSO, deployment protection, firewall, bot defense, audit logs, and 2FA. Use when securing Vercel projects or managing access.","vercel-security-access",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/vercel-security-access/SKILL.md",[969],{"path":283,"priority":284},{"basePath":971,"description":972,"displayName":973,"installMethods":974,"rationale":975,"selectedPaths":976,"source":285,"sourceLanguage":18,"type":260},"toolchains/platforms/deployment/vercel-storage-data","Vercel data and storage services including Postgres, Redis, Vercel Blob, Edge Config, and data cache. Use when selecting data storage or caching on Vercel.","vercel-storage-data",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/vercel-storage-data/SKILL.md",[977],{"path":283,"priority":284},{"basePath":979,"description":980,"displayName":981,"installMethods":982,"rationale":983,"selectedPaths":984,"source":285,"sourceLanguage":18,"type":260},"toolchains/platforms/deployment/vercel-teams-billing","Vercel account, team, and billing management including plans and spend controls. Use when managing teams, accounts, or cost governance on Vercel.","vercel-teams-billing",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/deployment/vercel-teams-billing/SKILL.md",[985],{"path":283,"priority":284},{"basePath":987,"description":988,"displayName":989,"installMethods":990,"rationale":991,"selectedPaths":992,"source":285,"sourceLanguage":18,"type":260},"toolchains/platforms/observability/datadog","Full-stack observability with Datadog APM, logs, metrics, synthetics, and RUM. Use when implementing monitoring, tracing, alerting, or cost optimization for production systems.","datadog-observability",{"claudeCode":12},"SKILL.md frontmatter at toolchains/platforms/observability/datadog/SKILL.md",[993,994,996,998,1000,1002,1004,1006],{"path":283,"priority":284},{"path":995,"priority":357},"references/agent-installation.md",{"path":997,"priority":357},"references/alerting.md",{"path":999,"priority":357},"references/apm-instrumentation.md",{"path":1001,"priority":357},"references/cost-optimization.md",{"path":1003,"priority":357},"references/custom-metrics.md",{"path":1005,"priority":357},"references/kubernetes.md",{"path":1007,"priority":357},"references/log-management.md",{"basePath":1009,"description":1010,"displayName":1011,"installMethods":1012,"rationale":1013,"selectedPaths":1014,"source":285,"sourceLanguage":18,"type":260},"toolchains/python/async/asyncio","Python asyncio - Modern concurrent programming with async/await, event loops, tasks, coroutines, primitives, aiohttp, and FastAPI async patterns","asyncio",{"claudeCode":12},"SKILL.md frontmatter at toolchains/python/async/asyncio/SKILL.md",[1015],{"path":283,"priority":284},{"basePath":1017,"description":1018,"displayName":1019,"installMethods":1020,"rationale":1021,"selectedPaths":1022,"source":285,"sourceLanguage":18,"type":260},"toolchains/python/async/celery","Distributed task queue system for Python enabling asynchronous execution of background jobs, scheduled tasks, and workflows across multiple workers with Django, Flask, and FastAPI integration.","celery",{"claudeCode":12},"SKILL.md frontmatter at toolchains/python/async/celery/SKILL.md",[1023],{"path":283,"priority":284},{"basePath":1025,"description":1026,"displayName":1027,"installMethods":1028,"rationale":1029,"selectedPaths":1030,"source":285,"sourceLanguage":18,"type":260},"toolchains/python/data/sqlalchemy","SQLAlchemy Python SQL toolkit and ORM with powerful query builder, relationship mapping, and database migrations via Alembic","sqlalchemy-orm",{"claudeCode":12},"SKILL.md frontmatter at toolchains/python/data/sqlalchemy/SKILL.md",[1031],{"path":283,"priority":284},{"basePath":1033,"description":1034,"displayName":1035,"installMethods":1036,"rationale":1037,"selectedPaths":1038,"source":285,"sourceLanguage":18,"type":260},"toolchains/python/frameworks/django","Django full-featured Python web framework with batteries included (ORM, admin, auth)","django-framework",{"claudeCode":12},"SKILL.md frontmatter at toolchains/python/frameworks/django/SKILL.md",[1039],{"path":283,"priority":284},{"basePath":1041,"description":1042,"displayName":1043,"installMethods":1044,"rationale":1045,"selectedPaths":1046,"source":285,"sourceLanguage":18,"type":260},"toolchains/python/frameworks/fastapi-local-dev","FastAPI dev/prod runbook (Uvicorn reload, Gunicorn)","fastapi-local-dev",{"claudeCode":12},"SKILL.md frontmatter at toolchains/python/frameworks/fastapi-local-dev/SKILL.md",[1047,1048,1050,1052,1054,1056,1058],{"path":283,"priority":284},{"path":1049,"priority":357},"references/dev-server.md",{"path":1051,"priority":357},"references/docker.md",{"path":1053,"priority":357},"references/process-management.md",{"path":1055,"priority":357},"references/production-gunicorn.md",{"path":1057,"priority":357},"references/templates.md",{"path":1059,"priority":357},"references/troubleshooting.md",{"basePath":1061,"description":1062,"displayName":1063,"installMethods":1064,"rationale":1065,"selectedPaths":1066,"source":285,"sourceLanguage":18,"type":260},"toolchains/python/frameworks/flask","Flask - Lightweight Python web framework for microservices, REST APIs, and flexible web applications with extensive extension ecosystem","flask",{"claudeCode":12},"SKILL.md frontmatter at toolchains/python/frameworks/flask/SKILL.md",[1067],{"path":283,"priority":284},{"basePath":1069,"description":1070,"displayName":1071,"installMethods":1072,"rationale":1073,"selectedPaths":1074,"source":285,"sourceLanguage":18,"type":260},"toolchains/python/testing/pytest","pytest - Python's most powerful testing framework with fixtures, parametrization, plugins, and framework integration for FastAPI, Django, Flask","pytest",{"claudeCode":12},"SKILL.md frontmatter at toolchains/python/testing/pytest/SKILL.md",[1075],{"path":283,"priority":284},{"basePath":1077,"description":1078,"displayName":1079,"installMethods":1080,"rationale":1081,"selectedPaths":1082,"source":285,"sourceLanguage":18,"type":260},"toolchains/python/tooling/mypy","mypy - Static type checker for Python with gradual typing, strict mode, Protocol support, and framework integration","mypy",{"claudeCode":12},"SKILL.md frontmatter at toolchains/python/tooling/mypy/SKILL.md",[1083],{"path":283,"priority":284},{"basePath":1085,"description":1086,"displayName":1087,"installMethods":1088,"rationale":1089,"selectedPaths":1090,"source":285,"sourceLanguage":18,"type":260},"toolchains/python/tooling/pyright","Pyright fast Python type checker from Microsoft with VS Code integration and strict type checking modes","pyright-type-checker",{"claudeCode":12},"SKILL.md frontmatter at toolchains/python/tooling/pyright/SKILL.md",[1091],{"path":283,"priority":284},{"basePath":1093,"description":1094,"displayName":1095,"installMethods":1096,"rationale":1097,"selectedPaths":1098,"source":285,"sourceLanguage":18,"type":260},"toolchains/python/validation/pydantic","Python data validation using type hints and runtime type checking with Pydantic v2's Rust-powered core for high-performance validation in FastAPI, Django, and configuration management.","pydantic",{"claudeCode":12},"SKILL.md frontmatter at toolchains/python/validation/pydantic/SKILL.md",[1099],{"path":283,"priority":284},{"basePath":1101,"description":1102,"displayName":1103,"installMethods":1104,"rationale":1105,"selectedPaths":1106,"source":285,"sourceLanguage":18,"type":260},"toolchains/rust/cli/clap","Build production Rust CLIs with Clap: subcommands, config layering, validation, exit codes, shell completions, and testable command surfaces","clap",{"claudeCode":12},"SKILL.md frontmatter at toolchains/rust/cli/clap/SKILL.md",[1107],{"path":283,"priority":284},{"basePath":1109,"description":1110,"displayName":1111,"installMethods":1112,"rationale":1113,"selectedPaths":1114,"source":285,"sourceLanguage":18,"type":260},"toolchains/rust/desktop-applications","Build cross-platform desktop applications with Rust using Tauri framework and native GUI alternatives","rust-desktop-applications",{"claudeCode":12},"SKILL.md frontmatter at 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toolchains/rust/frameworks/axum/SKILL.md",[1135],{"path":283,"priority":284},{"basePath":1137,"description":1138,"displayName":1139,"installMethods":1140,"rationale":1141,"selectedPaths":1142,"source":285,"sourceLanguage":18,"type":260},"toolchains/rust/frameworks/tauri","Advanced Tauri event patterns for bidirectional communication, streaming data, window-to-window messaging, and custom event handling","tauri-event-system",{"claudeCode":12},"SKILL.md frontmatter at toolchains/rust/frameworks/tauri/SKILL.md",[1143],{"path":283,"priority":284},{"basePath":1145,"description":1146,"displayName":1147,"installMethods":1148,"rationale":1149,"selectedPaths":1150,"source":285,"sourceLanguage":18,"type":260},"toolchains/typescript/api/trpc","tRPC end-to-end type-safe APIs for TypeScript with React Query integration and full-stack type safety","trpc-type-safety",{"claudeCode":12},"SKILL.md frontmatter at toolchains/typescript/api/trpc/SKILL.md",[1151],{"path":283,"priority":284},{"basePath":1153,"description":1154,"displayName":1155,"installMethods":1156,"rationale":1157,"selectedPaths":1158,"source":285,"sourceLanguage":18,"type":260},"toolchains/typescript/build/turborepo","High-performance monorepo build system with intelligent caching, task orchestration, and parallel execution for multi-package repositories and microservices.","turborepo",{"claudeCode":12},"SKILL.md frontmatter at toolchains/typescript/build/turborepo/SKILL.md",[1159],{"path":283,"priority":284},{"basePath":1161,"description":1162,"displayName":1163,"installMethods":1164,"rationale":1165,"selectedPaths":1166,"source":285,"sourceLanguage":18,"type":260},"toolchains/typescript/core","Advanced TypeScript patterns and best practices for 2025","typescript-core",{"claudeCode":12},"SKILL.md frontmatter at 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toolchains/typescript/data/drizzle/SKILL.md",[1185,1186,1188,1189,1191],{"path":283,"priority":284},{"path":1187,"priority":357},"references/advanced-schemas.md",{"path":591,"priority":357},{"path":1190,"priority":357},"references/query-patterns.md",{"path":1192,"priority":357},"references/vs-prisma.md",{"basePath":1194,"description":1195,"displayName":1196,"installMethods":1197,"rationale":1198,"selectedPaths":1199,"source":285,"sourceLanguage":18,"type":260},"toolchains/typescript/data/drizzle-migrations","Migration-first database development workflow using Drizzle ORM for TypeScript/J...","drizzle-migrations",{"claudeCode":12},"SKILL.md frontmatter at toolchains/typescript/data/drizzle-migrations/SKILL.md",[1200],{"path":283,"priority":284},{"basePath":1202,"description":1203,"displayName":1204,"installMethods":1205,"rationale":1206,"selectedPaths":1207,"source":285,"sourceLanguage":18,"type":260},"toolchains/typescript/data/kysely","Kysely type-safe SQL query builder - End-to-end type safety from schema to queries, migrations, transactions, plugins","kysely",{"claudeCode":12},"SKILL.md frontmatter at toolchains/typescript/data/kysely/SKILL.md",[1208],{"path":283,"priority":284},{"basePath":1210,"description":1211,"displayName":1212,"installMethods":1213,"rationale":1214,"selectedPaths":1215,"source":285,"sourceLanguage":18,"type":260},"toolchains/typescript/data/prisma","Prisma ORM for TypeScript - Type-safe database toolkit with schema-first development, auto-generated client, migrations, relations, and Prisma Studio","prisma-orm",{"claudeCode":12},"SKILL.md frontmatter at toolchains/typescript/data/prisma/SKILL.md",[1216],{"path":283,"priority":284},{"basePath":1218,"description":1219,"displayName":1220,"installMethods":1221,"rationale":1222,"selectedPaths":1223,"source":285,"sourceLanguage":18,"type":260},"toolchains/typescript/frameworks/fastify","Production Fastify (TypeScript) patterns: schema validation, plugins, typed routes, error handling, security hardening, logging, testing with inject, and graceful shutdown","fastify",{"claudeCode":12},"SKILL.md frontmatter at toolchains/typescript/frameworks/fastify/SKILL.md",[1224],{"path":283,"priority":284},{"basePath":1226,"description":1227,"displayName":1228,"installMethods":1229,"rationale":1230,"selectedPaths":1231,"source":285,"sourceLanguage":18,"type":260},"toolchains/typescript/frameworks/nodejs-backend","Node.js backend development with TypeScript, Express/Fastify servers, routing, middleware, and database integration","nodejs-backend-typescript",{"claudeCode":12},"SKILL.md frontmatter at toolchains/typescript/frameworks/nodejs-backend/SKILL.md",[1232],{"path":283,"priority":284},{"basePath":1234,"description":1235,"displayName":1236,"installMethods":1237,"rationale":1238,"selectedPaths":1239,"source":285,"sourceLanguage":18,"type":260},"toolchains/typescript/state/tanstack-query","TanStack Query (React Query) for asynchronous server-state management with automatic caching, background refetching, optimistic updates, and pagination in React applications.","tanstack-query",{"claudeCode":12},"SKILL.md frontmatter at toolchains/typescript/state/tanstack-query/SKILL.md",[1240],{"path":283,"priority":284},{"basePath":1242,"description":1243,"displayName":1244,"installMethods":1245,"rationale":1246,"selectedPaths":1247,"source":285,"sourceLanguage":18,"type":260},"toolchains/typescript/state/zustand","Minimal, unopinionated state management library for React with simple hook-based API, no providers, and minimal boilerplate for global state without Redux complexity.","zustand",{"claudeCode":12},"SKILL.md frontmatter at toolchains/typescript/state/zustand/SKILL.md",[1248],{"path":283,"priority":284},{"basePath":1250,"description":1251,"displayName":1252,"installMethods":1253,"rationale":1254,"selectedPaths":1255,"source":285,"sourceLanguage":18,"type":260},"toolchains/typescript/testing/jest","Jest with TypeScript - Industry standard testing framework with 70% market share, mature ecosystem, React Testing Library integration","jest-typescript",{"claudeCode":12},"SKILL.md frontmatter at toolchains/typescript/testing/jest/SKILL.md",[1256],{"path":283,"priority":284},{"basePath":1258,"description":1259,"displayName":1260,"installMethods":1261,"rationale":1262,"selectedPaths":1263,"source":285,"sourceLanguage":18,"type":260},"toolchains/typescript/testing/vitest","Vitest - Modern TypeScript testing framework with Vite-native performance, ESM support, and TypeScript-first design","vitest",{"claudeCode":12},"SKILL.md frontmatter at toolchains/typescript/testing/vitest/SKILL.md",[1264,1265,1267],{"path":283,"priority":284},{"path":1266,"priority":357},"CODE_EXAMPLES_INDEX.md",{"path":1268,"priority":357},"IMPLEMENTATION_SUMMARY.md",{"basePath":1270,"description":1271,"displayName":1272,"installMethods":1273,"rationale":1274,"selectedPaths":1275,"source":285,"sourceLanguage":18,"type":260},"toolchains/typescript/validation/zod","TypeScript-first schema validation library with static type inference for form validation, API validation, and runtime type checking with compile-time types.","zod",{"claudeCode":12},"SKILL.md frontmatter at toolchains/typescript/validation/zod/SKILL.md",[1276],{"path":283,"priority":284},{"basePath":1278,"description":1279,"displayName":1280,"installMethods":1281,"rationale":1282,"selectedPaths":1283,"source":285,"sourceLanguage":18,"type":260},"toolchains/ui/components/daisyui","Tailwind CSS component library providing semantic class names for 50+ components with built-in themes, dark mode, and customization for rapid UI development.","daisyui",{"claudeCode":12},"SKILL.md frontmatter at toolchains/ui/components/daisyui/SKILL.md",[1284],{"path":283,"priority":284},{"basePath":1286,"description":1287,"displayName":1288,"installMethods":1289,"rationale":1290,"selectedPaths":1291,"source":285,"sourceLanguage":18,"type":260},"toolchains/ui/components/headlessui","Headless UI - Unstyled, fully accessible UI components for React and Vue with built-in ARIA patterns","headlessui",{"claudeCode":12},"SKILL.md frontmatter at toolchains/ui/components/headlessui/SKILL.md",[1292],{"path":283,"priority":284},{"basePath":1294,"description":1295,"displayName":1296,"installMethods":1297,"rationale":1298,"selectedPaths":1299,"source":285,"sourceLanguage":18,"type":260},"toolchains/ui/components/shadcn","shadcn/ui component library for React with Tailwind CSS - copy-paste accessible components with full code ownership","shadcn-ui",{"claudeCode":12},"SKILL.md frontmatter at toolchains/ui/components/shadcn/SKILL.md",[1300],{"path":283,"priority":284},{"basePath":1302,"description":1303,"displayName":1304,"installMethods":1305,"rationale":1306,"selectedPaths":1307,"source":285,"sourceLanguage":18,"type":260},"toolchains/ui/styling/tailwind","Tailwind CSS utility-first framework for rapid UI development with responsive design and dark mode","tailwind-css",{"claudeCode":12},"SKILL.md frontmatter at 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Use when creating or modifying API routes to ensure proper authentication, authorization, and input validation.","api-security-review",{"claudeCode":12},"SKILL.md frontmatter at toolchains/universal/security/api-review/SKILL.md",[1380],{"path":283,"priority":284},{"basePath":1382,"description":1383,"displayName":1384,"installMethods":1385,"rationale":1386,"selectedPaths":1387,"source":285,"sourceLanguage":18,"type":260},"toolchains/visualbasic/core","Core VB.NET patterns, type safety, modern language features","vb-core",{"claudeCode":12},"SKILL.md frontmatter at toolchains/visualbasic/core/SKILL.md",[1388],{"path":283,"priority":284},{"basePath":1390,"description":1391,"displayName":1392,"installMethods":1393,"rationale":1394,"selectedPaths":1395,"source":285,"sourceLanguage":18,"type":260},"toolchains/visualbasic/database/adonet","ADO.NET patterns, Entity Framework, database best practices","vb-database",{"claudeCode":12},"SKILL.md frontmatter at toolchains/visualbasic/database/adonet/SKILL.md",[1396],{"path":283,"priority":284},{"basePath":1398,"description":1399,"displayName":1400,"installMethods":1401,"rationale":1402,"selectedPaths":1403,"source":285,"sourceLanguage":18,"type":260},"toolchains/visualbasic/frameworks/winforms","Windows Forms development patterns, UI threading, data binding","vb-winforms",{"claudeCode":12},"SKILL.md frontmatter at toolchains/visualbasic/frameworks/winforms/SKILL.md",[1404],{"path":283,"priority":284},{"basePath":1406,"description":1407,"displayName":1408,"installMethods":1409,"rationale":1410,"selectedPaths":1411,"source":285,"sourceLanguage":18,"type":260},"toolchains/visualbasic/legacy/vb6-interop","Classic VB6 patterns, COM interop, migration strategies","vb6-legacy",{"claudeCode":12},"SKILL.md frontmatter at toolchains/visualbasic/legacy/vb6-interop/SKILL.md",[1412],{"path":283,"priority":284},{"basePath":1414,"description":1415,"displayName":1416,"installMethods":1417,"rationale":1418,"selectedPaths":1419,"source":285,"sourceLanguage":18,"type":260},"universal/architecture/software-patterns","Decision framework for architectural patterns including DI, SOA, Repository, Domain Events, Circuit Breaker, and Anti-Corruption Layer. 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