claude-dev-suite

@claude-dev-suite source repo

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28 repo stars
2 weeks ago last updated

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Spring Data Jpa · claude-dev-suite
Spring Data JPA for database access in Spring Boot applications. Covers repositories, entities, relationships, queries, pagination, and auditing. Based on production patterns from castellino and gestionale-presenze projects. USE WHEN: user mentions "JPA", "repository", "entity", "database queries", asks about "pagination", "Criteria API", "Specifications", "@Query", "relationships" DO NOT USE FOR: Spring Boot basics (use `spring-boot`), Spring Security (use `spring-security`), MongoDB (use `mongodb-expert`), SQL-only tasks (use `sql-expert`)

28 repo stars
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Spring Modulith · claude-dev-suite bundle
Spring Modulith for modular architecture in Spring Boot 3.x. Covers module structure, API vs internal packages, inter-module events, module testing, documentation generation, and observability. USE WHEN: user mentions "spring modulith", "modular monolith", "@ApplicationModule", "module boundaries", "inter-module events", "@ApplicationModuleTest", "modular architecture" DO NOT USE FOR: simple applications - unnecessary complexity, microservices - use proper service boundaries, existing tightly coupled monoliths - requires significant refactoring

28 repo stars
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Spring Profiles · claude-dev-suite bundle
Configuration and profiles management in Spring Boot 3.x. Covers @Profile, @ConfigurationProperties, property sources, YAML/properties, external configuration, secrets management, and environment-specific beans. USE WHEN: user mentions "spring profiles", "@Profile", "@ConfigurationProperties", "environment configuration", "property sources", "profile groups", "conditional beans" DO NOT USE FOR: feature flags at runtime - consider feature flag libraries, Spring Cloud Config - use `spring-cloud-config` skill

28 repo stars
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Spring Security · claude-dev-suite
Spring Security JWT authentication for Spring Boot 3. Covers SecurityFilterChain, JWT filter, authentication, authorization, CORS, rate limiting, and security headers. USE WHEN: user mentions "security", "JWT", "authentication", "authorization", asks about "login", "token", "CORS", "roles", "permissions", "@PreAuthorize" DO NOT USE FOR: Spring Boot basics (use `spring-boot`), OAuth2 details (use OAuth2 skill if available), general encryption (use security-expert)

28 repo stars
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Resilience Patterns · claude-dev-suite
Application resilience patterns. Circuit breakers, retries with backoff, bulkheads, timeouts, fallbacks, and health checks. Polly (.NET), resilience4j (Java), cockatiel (Node.js). USE WHEN: user mentions "circuit breaker", "retry", "backoff", "bulkhead", "resilience", "fault tolerance", "Polly", "resilience4j", "fallback" DO NOT USE FOR: error handling basics - use language skills; monitoring - use `opentelemetry`

28 repo stars
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Bitcoin L2 Drivechains Spacechains · claude-dev-suite
Drivechains (BIP300/301) and Spacechains (Ruben Somsen): proposals for sidechains pegged via miner-validated locks or via OP_CAT-like primitives. Status: NOT activated on mainnet. USE WHEN: evaluating proposed sidechain mechanisms, understanding why they're not live, comparing with federated/trustless bridges.

28 repo stars
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Bitcoin Libraries Scure Btc Signer · claude-dev-suite
@scure/btc-signer: modern audited Bitcoin signer in TypeScript. Pure functional, minimal dependencies, browser-friendly. USE WHEN: building modern web/mobile Bitcoin apps, evaluating bitcoinjs-lib alternative.

28 repo stars
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Lightning Consumer Wallets · claude-dev-suite
Consumer Lightning wallet integration patterns: Phoenix, Breez SDK, Mutiny, Zeus, BlueWallet (LN), Aqua. Custodial vs non-custodial, LSP partnerships, mobile-specific UX (push notifications, background sync). USE WHEN: integrating with consumer wallets, designing self-custodial mobile UX, evaluating wallet SDK options.

28 repo stars
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Lightning Taproot Channels · claude-dev-suite
Simple Taproot Channels (BOLT 9 bit 56): MuSig2-aggregated funding output, Tapscript commitment leaves, taproot-native HTLCs. USE WHEN: enabling taproot channels in your impl, evaluating cooperative-spend privacy gains, designing taproot HTLC scripts.

28 repo stars
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Bitcoin Metaprotocols Inscriptions · claude-dev-suite
Inscriptions: arbitrary data committed to specific sats via Taproot envelope structure. Foundation for BRC-20, recursive inscriptions, "Bitcoin NFTs". USE WHEN: creating/parsing inscriptions, debugging inscription flow, evaluating inscription cost / fee impact.

28 repo stars
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Bitcoin Mining Decentralized Pools · claude-dev-suite
Decentralized mining pools: Public-Pool, BraiinsP2Pool, Solo CKPool, Datum (Ocean). Reduce centralization vs traditional pools. USE WHEN: solo mining, evaluating decentralized options, building censorship-resistant infrastructure.

28 repo stars
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PDF Extraction · claude-dev-suite
PDF text, layout, and figure extraction for RAG pipelines. Covers PyMuPDF (fitz), pdfplumber, Docling (IBM layout-aware), LlamaParse (LLM-based), Marker (markdown conversion). Page metadata, heading heuristics, figure/image extraction. USE WHEN: user mentions "PDF extraction", "parse PDF", "PyMuPDF", "fitz", "pdfplumber", "Docling", "LlamaParse", "Marker", "PDF to markdown" DO NOT USE FOR: scanned PDFs requiring OCR - use `ocr`; table-only extraction - use `table-extraction`; general filetype partitioning - use `unstructured-io`

28 repo stars
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Multilingual Embeddings · claude-dev-suite
Multilingual and cross-lingual text embeddings. Covers multilingual-e5, LaBSE, BGE-M3, Cohere embed-multilingual-v3, OpenAI cross-lingual behavior, code-mixed text, tokenizer pitfalls, and language-specific retrieval quality. USE WHEN: user mentions "multilingual embeddings", "cross-lingual search", "non-English RAG", "Chinese/Japanese/Arabic retrieval", "LaBSE", "multilingual-e5", "code-mixed", "translated query" DO NOT USE FOR: English-only embedding choice - use `embedding-models`; fine-tuning on domain text - use `embedding-fine-tuning`

28 repo stars
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React Patterns · claude-dev-suite bundle
React component patterns and architectural best practices. Covers compound components, render props, higher-order components, custom hooks, composition, state machines, and container/presentational patterns. USE WHEN: user mentions "compound components", "render props", "HOC", "higher-order component", "composition pattern", "component architecture", asks about "reusable components", "component patterns", "slots pattern", "polymorphic components" DO NOT USE FOR: Basic React components - use `react` skill instead, hooks implementation - use `react-hooks` skill instead, performance patterns - use `react-performance` skill instead

28 repo stars
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React Suspense · claude-dev-suite bundle
React Suspense for data fetching, code splitting, and async operations. Covers Suspense boundaries, lazy loading, streaming SSR, Error Boundaries, suspense-enabled data libraries, and progressive loading patterns. USE WHEN: user mentions "Suspense", "lazy loading", "React.lazy", "code splitting", "streaming SSR", "loading states", asks about "async components", "fallback UI" DO NOT USE FOR: React 17 and earlier (limited Suspense support), Class components, Non-React frameworks

28 repo stars
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Reproducible Builds · claude-dev-suite
Reproducible builds — bit-for-bit identical artifacts from the same source, independently verifiable. Covers the reproducible-builds.org methodology, Bitcoin Core's Guix-based reproducible builds (the gold standard for cryptocurrency software), Nix Flakes for deterministic environments, source-date-epoch (SOURCE_DATE_EPOCH), build flag normalization (file ordering, locale, paths), .reproducible-builds.org diff tooling (diffoscope), and how to apply this to Rust + Gradle + mobile builds. USE WHEN: user mentions "reproducible builds", "deterministic builds", "bit-for-bit", "Guix builds", "diffoscope", "SOURCE_DATE_EPOCH", "Bitcoin Core build", "Nix flake build", "verify binary identical", "supply-chain attestation" DO NOT USE FOR: Artifact signing - use `security/sigstore-cosign` DO NOT USE FOR: Cross-compile mechanics - use `build-tools/rust-cross-compile` DO NOT USE FOR: General Gradle - use `build-tools/gradle-kmp`

28 repo stars
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Messaging Testing Rabbitmq · claude-dev-suite bundle
RabbitMQ integration testing with @SpringRabbitTest, RabbitListenerTestHarness, TestRabbitTemplate, and Testcontainers. Covers Java/Spring, Node.js, and Python. USE WHEN: user mentions "rabbitmq test", "@SpringRabbitTest", "RabbitListenerTestHarness", "TestRabbitTemplate", "RabbitMQContainer", "rabbitmq integration test" DO NOT USE FOR: RabbitMQ configuration - use `rabbitmq` skill; Spring AMQP usage - use `spring-amqp` skill; Generic testcontainers - use `testcontainers` skill

28 repo stars
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Mongodb Atlas Vector · claude-dev-suite
MongoDB Atlas Vector Search. $vectorSearch aggregation stage, index definition JSON, quantization (scalar, binary), hybrid with Atlas Search text via $rankFusion, dynamic schema benefits, sharding, Atlas Triggers for auto-embedding. USE WHEN: user mentions "Atlas Vector Search", "$vectorSearch", "MongoDB vector", "$rankFusion", "Atlas Triggers embedding", "MongoDB HNSW" DO NOT USE FOR: self-hosted vector stores - use `vector-stores/qdrant-advanced`, `vector-stores/milvus`; MongoDB without Atlas (self-hosted) - vector search is an Atlas-only feature

28 repo stars
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Nestjs Websocket · claude-dev-suite
WebSocket integration for NestJS using Socket.IO. Covers gateways, rooms, authentication guards, exception filters, and Redis adapter for scaling. USE WHEN: user mentions "NestJS WebSocket", "NestJS gateway", "Socket.IO NestJS", "real-time NestJS", "NestJS chat", "WebSocket authentication NestJS", asks about "how to implement WebSocket in NestJS" DO NOT USE FOR: React WebSocket hooks - use `react-websocket` instead, Spring WebSocket - use `spring-websocket` instead, raw Node.js WebSocket - use `nodejs` skill

28 repo stars
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Spring Websocket · claude-dev-suite bundle
Spring WebSocket for real-time communication in Spring Boot 3.x. Covers STOMP over WebSocket, SockJS fallback, message brokers (simple and RabbitMQ/Redis), security, session handling, and testing. Use for chat, live notifications, and real-time updates. USE WHEN: user mentions "spring websocket", "STOMP", "SockJS", "real-time Spring", "@MessageMapping", "@SendTo", "WebSocket security", "message broker Spring", "chat application Spring", "live notifications" DO NOT USE FOR: REST APIs - use `spring-rest` skill, server-sent events only - use simpler SSE endpoints, NestJS WebSocket - use `nestjs-websocket` skill

28 repo stars
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Bitcoin Infrastructure Node Distros · claude-dev-suite
Self-hosted Bitcoin node distros: Umbrel, Start9 Embassy, RaspiBlitz, MyNode, Citadel. Pre-configured Bitcoin + Lightning + apps. USE WHEN: deploying personal node infrastructure, choosing between distros.

28 repo stars
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Bitcoin Libraries Python Bitcoinlib · claude-dev-suite
python-bitcoinlib by Peter Todd: low-level Bitcoin primitives in Python. Tx, Script, Address, key types, RPC client. USE WHEN: scripting Bitcoin operations in Python, low-level manipulation, Bitcoin Core RPC integration.

28 repo stars
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Lightning Address · claude-dev-suite
Lightning Address (LUD-16): email-style identifier resolving to LNURL-pay endpoint. user@domain.com → /.well-known/lnurlp/user. USE WHEN: building/registering Lightning Addresses, designing resolver / payer wallet logic.

28 repo stars
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Bitcoin Testing Core Test Framework · claude-dev-suite
Bitcoin Core's Python functional test framework: BitcoinTestFramework, TestNode, setup_network, sync_blocks, descriptors helpers, miniscript helpers. USE WHEN: writing tests against bitcoind, contributing to Bitcoin Core, testing custom mempool policies.

28 repo stars
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MCP Authoring · claude-dev-suite bundle
Creates MCP (Model Context Protocol) servers for Claude Code. Covers TypeScript implementation with MCP SDK, tool definitions, transport types, metadata.json for dev-suite, and deployment patterns. Follows official MCP specification. USE WHEN: user mentions "MCP server", "create MCP", "model context protocol", "MCP tool", "external tool", "mcp-servers/", "metadata.json", "tool integration" DO NOT USE FOR: configuring existing MCP servers - check MCP docs; creating skills - use `skill-authoring`; creating hooks - use `hook-authoring`

28 repo stars
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Spring Data Elasticsearch · claude-dev-suite bundle
Spring Data Elasticsearch for full-text search and analytics. Covers ElasticsearchOperations, repositories, aggregations, and index management. USE WHEN: user mentions "spring data elasticsearch", "ElasticsearchRepository", "ElasticsearchOperations", "@Document elasticsearch", "Spring Boot Elasticsearch" DO NOT USE FOR: raw Elasticsearch queries - use `elasticsearch` instead, ELK stack setup - use `elasticsearch` instead

28 repo stars
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Email Ingestion · claude-dev-suite
Email ingestion for RAG. Covers EML (Python email module, mailparser), MSG (extract-msg), Gmail and Outlook APIs, thread reconstruction via In-Reply-To / References, recursive attachment handling, signature/quote redaction, chain deduplication, and metadata (sender, date, subject) preservation. USE WHEN: user mentions "email ingestion", "EML", "MSG file", "mailparser", "extract-msg", "Gmail API", "Outlook API", "Microsoft Graph mail", "email thread", "reply-to header", "email attachments", "signature stripping" DO NOT USE FOR: PDF attachments inside emails (extract here, then route to `pdf-extraction`); office attachments (route to `office-docs`); image attachments needing OCR - route to `ocr`; calendar ICS files - not covered here

28 repo stars
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Unstructured Io · claude-dev-suite
Unstructured.io library for partitioning documents by filetype (PDF, DOCX, HTML, EPUB, PPT, email). Covers partition strategies (fast, hi_res, ocr_only, auto), chunking by title, metadata extraction, and serverless API usage. USE WHEN: user mentions "unstructured.io", "unstructured library", "partition documents", "multi-format ingestion", "DOCX to chunks", "HTML to RAG", "EPUB parser", "PPT extraction" DO NOT USE FOR: PDF-specific layout - use `pdf-extraction`; pure OCR work - use `ocr`; table-specific extraction - use `table-extraction`

28 repo stars
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Angular Routing · claude-dev-suite
Angular Router with lazy loading, guards, resolvers, and route params. Covers standalone route configuration and functional guards. USE WHEN: user mentions "Angular routing", "lazy loading", "route guards", "resolvers", "navigation", "Angular routes", "canActivate", "loadChildren" DO NOT USE FOR: React Router - use `react-router`, Vue Router - use `vue-composition`, Next.js routing - use `nextjs`

28 repo stars
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Angular Testing · claude-dev-suite
Angular testing with TestBed, ComponentFixture, service testing, and HttpTestingController. Covers standalone component testing and signal testing. USE WHEN: user mentions "Angular testing", "TestBed", "ComponentFixture", "Angular unit test", "HttpTestingController", "testing Angular components", "Angular service test" DO NOT USE FOR: Playwright E2E tests - use `playwright`, React testing - use `react-testing` or `testing-library`

28 repo stars
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React Hook Form · claude-dev-suite
React Hook Form with Zod validation. Covers form setup, validation schemas, field components, error handling, and submission with shadcn/ui integration. USE WHEN: user mentions "React Hook Form", "RHF", "Zod validation", "shadcn/ui forms", "zodResolver", "FormField", asks about "form validation with Zod", "shadcn form components" DO NOT USE FOR: React 19 Server Actions - use `react-19` skill instead, basic form handling - use `react-forms` skill instead, controlled/uncontrolled patterns - use `react-forms` skill instead

28 repo stars
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React Websocket · claude-dev-suite
WebSocket integration patterns for React applications. Covers custom hooks, context providers, Socket.IO, and real-time state synchronization with TanStack Query. USE WHEN: user mentions "WebSocket in React", "real-time React", "Socket.IO React", "useWebSocket hook", "live updates", "chat application", "real-time notifications", asks about "how to connect WebSocket in React" DO NOT USE FOR: NestJS WebSocket gateways - use `nestjs-websocket` instead, Spring WebSocket - use `spring-websocket` instead

28 repo stars
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Tanstack Router · claude-dev-suite
TanStack Router for React with file-based routing. Covers route definitions, layouts, authentication guards, loaders, and type-safe navigation. USE WHEN: user mentions "TanStack Router", "file-based routing", "type-safe routing", "route loaders", "beforeLoad", asks about "TanStack Router patterns", "typed navigation" DO NOT USE FOR: React Router v6 - use React Router docs, Next.js App Router - use `react-server-components`, Vue Router, Angular Router

28 repo stars
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Membrane Ro Fundamentals · claude-dev-suite
Reverse Osmosis (RO) and Electrodeionization (EDI) process fundamentals — formulas (recovery, rejection, NDP, osmotic pressure, TCF, NPF/NSP), authoritative standards reference (ASTM/ISO/USP/Ph.Eur./WHO/EN), vendor design windows (DuPont, Hydranautics, Toray, Suez, LANXESS), water chemistry, EDI quick reference, IT/EN glossary. Use when working on RO/EDI plant code, KPI calculations, or normative citations.

28 repo stars
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Membrane Troubleshooting · claude-dev-suite
RO/NF membrane diagnostic methodology — fouling taxonomy (colloidal, biofouling, organic, particulate), scaling by mineral species (CaCO3/CaSO4/BaSO4/SrSO4/SiO2/CaF2/Fe-Mn), integrity loss (O-ring, breach, chlorine oxidation, telescoping), chemical/operational failures, CIP decision matrix, ASTM D4516 trend-based diagnostics, baseline establishment, and decision-tree pseudo-code. Use when analyzing RO/NF plant data to identify root cause of performance deviation.

28 repo stars
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Email Infrastructure · claude-dev-suite
Email deliverability and DNS-based email authentication covering SPF, DKIM, DMARC, MX, PTR, and BIMI records, SMTP relay service configuration (SendGrid, SES, Postmark, Mailgun), self-hosted Postfix relay basics, and deliverability testing. USE WHEN: - Setting up or auditing email DNS records (SPF, DKIM, DMARC, MX, PTR) - Configuring a transactional email relay service (SendGrid, Amazon SES, Postmark) - Rolling out a DMARC policy from p=none to p=reject - Debugging emails landing in spam or being rejected - Generating DKIM key pairs for a custom domain - Setting up Postfix as a smart relay host - Checking email blacklists and Google Postmaster Tools DO NOT USE FOR: - Building a full mail server (Dovecot IMAP, Postfix + Dovecot stack — scope is relay/deliverability) - Marketing email platform setup (Mailchimp, Klaviyo campaign workflows) - Email template design or HTML email rendering - Inbound email parsing pipelines (use SendGrid Inbound Parse, Mailgun Routes, etc.)

28 repo stars
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Zero Downtime Deploy · claude-dev-suite
Zero-downtime deployment strategies and automation: blue-green, rolling, and canary deployments with Nginx upstream switching, symlink-based atomic deploys, rsync deploy scripts, GitHub Actions SSH deploy workflows, health check polling, and rollback runbooks. USE WHEN: - Implementing blue-green deployment with Nginx upstream swapping - Writing a production deploy script with symlink-based atomic release management - Configuring canary traffic splitting with Nginx split_clients - Setting up a GitHub Actions workflow that deploys via SSH with health check polling - Writing or testing a rollback runbook - Planning database migration strategy alongside zero-downtime deploys DO NOT USE FOR: - Kubernetes rolling updates and canary with Argo Rollouts (use the kubernetes skill) - Container image building and registry management (use the docker skill) - Cloud-specific deployment (AWS CodeDeploy, GCP Cloud Deploy — use the cloud skill) - Frontend-only CDN cache invalidation strategies

28 repo stars
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Elasticsearch Vectors · claude-dev-suite
Elasticsearch 8.15+ vector search. dense_vector with HNSW, kNN search, hybrid BM25 + kNN with RRF, reranker integration, ELSER learned-sparse, sparse_vector, int8 scalar quantization, and index performance tuning. USE WHEN: user mentions "elasticsearch vector", "dense_vector", "kNN search", "ELSER", "sparse_vector elastic", "elasticsearch RRF", "elasticsearch hybrid search" DO NOT USE FOR: classic full-text only - use Elasticsearch search skills; other vector DBs - use other `vector-stores/*`

28 repo stars
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Aspnet Middleware · claude-dev-suite
ASP.NET Core custom middleware, pipeline order, exception handling middleware, and request/response manipulation. USE WHEN: user mentions "middleware", "request pipeline", "exception middleware", "ASP.NET middleware", "UseMiddleware", "pipeline order" DO NOT USE FOR: Express middleware - use `express`, NestJS middleware - use `nestjs`

28 repo stars
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Aspnet Validation · claude-dev-suite
ASP.NET Core validation with FluentValidation, Data Annotations, and model validation. Covers custom validators and validation pipeline. USE WHEN: user mentions "FluentValidation", "Data Annotations", "model validation", ".NET validation", "input validation", "validator", "validation pipeline" DO NOT USE FOR: Spring Validation - use `spring-validation`, Zod/Yup - use frontend validation skills

28 repo stars
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Spring Scheduling · claude-dev-suite bundle
Spring Scheduling and Async for Spring Boot 3.x. Covers @Scheduled, @Async, cron expressions, ThreadPoolTaskExecutor, task monitoring, distributed scheduling with ShedLock, and error handling. USE WHEN: user mentions "@Scheduled", "@Async", "cron expression Spring", "background jobs Spring", "async Spring Boot", "ThreadPoolTaskExecutor", "ShedLock" DO NOT USE FOR: complex batch jobs - use `spring-batch` skill, workflow orchestration - consider Temporal or Camunda, message-driven - use messaging skills

28 repo stars
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Spring Validation · claude-dev-suite
Bean Validation (JSR-380) with Spring Boot. Covers request validation, custom validators, validation groups, and error handling. USE WHEN: user mentions "spring validation", "@Valid", "@NotNull", "@NotBlank", "bean validation", "request validation", "custom validator", "validation groups", "ConstraintValidator", "@Pattern" DO NOT USE FOR: business rule validation - use service layer, security validation - use `spring-security` skill

28 repo stars
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Bitcoin Infrastructure Mempool Space · claude-dev-suite
mempool.space: open-source mempool explorer + accelerator. Detailed fee tracking, mempool blocks projection, REST + WebSocket APIs. Self-hostable. USE WHEN: integrating mempool.space API, deploying self-hosted variant, evaluating fee estimation services.

28 repo stars
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Hook Authoring · claude-dev-suite bundle
Creates and configures Claude Code hooks for lifecycle automation. Covers all 17 hook events, 4 hook types (command, prompt, agent, http), matchers, input/output formats, and exit codes. Follows official Anthropic best practices. USE WHEN: user mentions "hook", "hooks", "auto-format", "pre tool use", "post tool use", "session start", "notification hook", "block command", "validate tool", "lifecycle event", "PostToolUse", "PreToolUse" DO NOT USE FOR: creating skills - use `skill-authoring`; creating agents - use `agent-authoring`; webhook endpoints - different concept

28 repo stars
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Table Extraction · claude-dev-suite
Table extraction from PDFs and images for RAG. Covers Camelot, Tabula, pdfplumber, TableTransformer (DETR), Amazon Textract Tables, Azure Document Intelligence. Conversion to markdown/CSV/JSON, merged-cell handling. USE WHEN: user mentions "table extraction", "PDF tables", "Camelot", "Tabula", "TableTransformer", "Textract tables", "Azure form recognizer tables", "markdown table for LLM" DO NOT USE FOR: general PDF text - use `pdf-extraction`; full OCR pipelines - use `ocr`

28 repo stars
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Angular Material · claude-dev-suite
Angular Material and CDK for UI components, theming, and custom components. Covers standalone Material components and custom themes. USE WHEN: user mentions "Angular Material", "Material CDK", "mat-table", "mat-dialog", "Angular UI components", "Material theming", "Angular CDK" DO NOT USE FOR: Bootstrap - use CSS framework skills, PrimeNG or other Angular UI libs

28 repo stars
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React Concurrent · claude-dev-suite bundle
React Concurrent Features for responsive UIs. Covers useTransition, useDeferredValue, Suspense, startTransition, concurrent rendering patterns, and priority-based updates. USE WHEN: user mentions "useTransition", "useDeferredValue", "startTransition", "concurrent rendering", "non-urgent updates", asks about "keeping UI responsive", "priority updates in React" DO NOT USE FOR: React 17 and earlier (concurrent mode not available), Simple applications without heavy rendering, Non-React frameworks

28 repo stars
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Deployment Strategies · claude-dev-suite
Production deployment strategies. Blue-green, canary, rolling update, recreate. Zero-downtime deployments, rollback procedures, database migration coordination, and deployment automation. USE WHEN: user mentions "blue-green", "canary deployment", "rolling update", "zero-downtime", "deployment strategy", "rollback", "deploy pipeline" DO NOT USE FOR: CI/CD pipeline syntax - use `github-actions`; container orchestration - use `kubernetes`; IaC - use `terraform`

28 repo stars
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Inference Serving Topology · claude-dev-suite
LLM/model inference serving architecture: the engine → serving → orchestration layering (vLLM/SGLang/TensorRT-LLM, Triton, KServe/Ray Serve), KV-cache & continuous batching, prefill-decode disaggregation, and scaling. Architect-level topology, not model training. USE WHEN: designing model/LLM serving infra, "vLLM", "SGLang", "TensorRT-LLM", "Triton", "KServe", "Ray Serve", "continuous batching", "KV cache", "prefill decode", "TTFT", multi-GPU/multi-model serving, inference autoscaling. DO NOT USE FOR: on-device (use `edge-inference`); provider routing (use `model-gateway-routing`); RAG app logic (use rag/rag-frameworks skills).

28 repo stars
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Aspnet Minimal API · claude-dev-suite
ASP.NET Core Minimal API endpoints, route groups, filters, and typed results. Covers modern .NET 8+ endpoint patterns. USE WHEN: user mentions "Minimal API", "MapGet", "MapPost", "route groups", "endpoint filters", ".NET minimal", "lambda endpoints" DO NOT USE FOR: Controller-based APIs (use `aspnet-core`), Express.js (use `express`), FastAPI (use `fastapi`)

28 repo stars
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Micrometer Tracing · claude-dev-suite bundle
Distributed tracing and observability with Micrometer and Spring Boot 3

28 repo stars
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Spring Integration · claude-dev-suite bundle
Spring Integration for Enterprise Integration Patterns (EIP) in Spring Boot 3.x. Covers Message Channels, Gateways, Transformers, Routers, Filters, Splitters, Aggregators, Adapters (File, JMS, Kafka, HTTP), and DSL. USE WHEN: user mentions "spring integration", "EIP", "enterprise integration patterns", "IntegrationFlow", "message channel", "gateway", "@MessagingGateway" DO NOT USE FOR: simple REST APIs - use Spring MVC, Kafka only - use `spring-kafka` skill, simple messaging - consider Spring Events

28 repo stars
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Lightning Replacement Cycling · claude-dev-suite
Replacement cycling attack on Lightning (Riard 2023): exploits BIP125 rule 5 to indefinitely delay an honest HTLC-timeout, costing the victim. Mitigated by TRUC v3 + ephemeral anchors. USE WHEN: auditing LN security posture, evaluating fee-bumping strategies, understanding why TRUC was activated.

28 repo stars
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Agent Authoring · claude-dev-suite bundle
Creates and configures Claude Code subagents (custom agents). Covers frontmatter fields, tool restrictions, model selection, hooks, memory, skills preloading, and common patterns. Follows official Anthropic best practices. USE WHEN: user mentions "create agent", "subagent", "custom agent", ".claude/agents", "agent file", "delegate task", "isolated context", "agent memory", "agent hooks" DO NOT USE FOR: creating skills - use `skill-authoring`; creating hooks standalone - use `hook-authoring`; creating MCP servers - use `mcp-authoring`

28 repo stars
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Skill Authoring · claude-dev-suite bundle
Creates and improves Claude Code Skills (SKILL.md files). Covers frontmatter, descriptions, progressive disclosure, bundled resources, and content guidelines. Follows official Anthropic best practices. USE WHEN: user mentions "create skill", "write skill", "SKILL.md", "skill file", "slash command", "custom command", "extend Claude", "skill description", "skill not triggering", "skill authoring" DO NOT USE FOR: creating agents/subagents - use `agent-authoring`; creating hooks - use `hook-authoring`; creating MCP servers - use `mcp-authoring`; creating plugins - use `plugin-authoring`

28 repo stars
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React Performance · claude-dev-suite bundle
React performance optimization techniques and best practices. Covers memoization, virtualization, code splitting, profiling, React DevTools, bundle optimization, and avoiding common performance pitfalls. USE WHEN: user mentions "React performance", "slow React app", "memoization", "virtualization", "code splitting", "lazy loading", "bundle size", asks about "optimizing React", "React DevTools Profiler", "preventing re-renders" DO NOT USE FOR: React 19 Compiler - use `react-19` skill instead, basic React concepts - use `react` skill instead, testing performance - use `react-testing` skill instead

28 repo stars
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Gamedev 2d Art Pixel Art Fundamentals · claude-dev-suite bundle
Pixel art fundamentals: resolution choice, anti-aliasing rules, dithering (Bayer / Floyd-Steinberg / hand-placed), outline philosophy, pixel hinting / sub-pixel rules, common mistakes (pillow shading, PSD-soft rendering, jaggies). USE WHEN: starting a pixel-art project, evaluating sprite quality, fixing soft / blurry pixel art, choosing resolution. DO NOT USE FOR: vector / painterly 2D art (different rules entirely); AI sprite generation (see `unity-2d-core` AI section).

28 repo stars
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API Versioning · claude-dev-suite
API versioning strategies for frontend-backend compatibility. Covers URL versioning, header versioning, and migration patterns. USE WHEN: user asks about "API versioning", "v1 v2 API", "API migration", "breaking changes", "backward compatibility" DO NOT USE FOR: schema versioning - use database skills, feature flags - use deployment skills

28 repo stars
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Error Contract · claude-dev-suite
Standardized error response handling between frontend and backend. Covers error structure, status codes, and consistent error handling. USE WHEN: user asks about "error handling", "API errors", "error response format", "status codes", "error messages", "validation errors" DO NOT USE FOR: logging - use logging skills, exception handling - use language-specific skills

28 repo stars
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Spring Cloud Basics · claude-dev-suite bundle
Spring Cloud patterns for microservices in Spring Boot 3.x. Covers Service Discovery, Config Server, API Gateway, Circuit Breaker, Load Balancing, and Distributed Tracing. USE WHEN: user mentions "spring cloud", "microservices architecture", "service discovery", "config server", "cloud native Spring" DO NOT USE FOR: specific components - use dedicated skills like `spring-cloud-gateway`, `spring-cloud-eureka`, `spring-cloud-config`

28 repo stars
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Spring Cloud Config · claude-dev-suite
Spring Cloud Config for centralized configuration management in microservices. Covers Config Server, Config Client, Git backend, and dynamic refresh. USE WHEN: user mentions "spring cloud config", "config server", "centralized configuration", "@RefreshScope", "externalized config" DO NOT USE FOR: simple properties files - use standard Spring Boot, secrets management - combine with Vault

28 repo stars
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Spring Cloud Eureka · claude-dev-suite
Netflix Eureka for service discovery in Spring Cloud microservices. Covers Eureka Server, Eureka Client, registration, and health checks. USE WHEN: user mentions "eureka", "service discovery", "service registry", "@EnableEurekaServer", "@EnableDiscoveryClient", "eureka dashboard" DO NOT USE FOR: Kubernetes service discovery - use native K8s, Consul - use Consul-specific patterns

28 repo stars
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Spring Statemachine · claude-dev-suite bundle
Spring Statemachine for building finite state machine applications. Covers states, transitions, guards, actions, persistence, and hierarchical states. USE WHEN: user mentions "spring statemachine", "state machine Spring", "workflow Spring", "finite state machine", "order state", "document lifecycle", "guards actions transitions" DO NOT USE FOR: simple status flags - use enum fields, complex workflow orchestration - use `spring-integration` or Camunda, business rules engine - use Drools

28 repo stars
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Bitcoin Hardware Multi Vendor Multisig · claude-dev-suite
Multi-vendor multisig: combining HW wallets from different vendors (Trezor + Ledger + Coldcard) for diversification. Coordinator-mediated setup, descriptor sharing, threat model. USE WHEN: designing multi-vendor custody, implementing 2-of-3 multisig with diverse hardware.

28 repo stars
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Bitcoin Infrastructure Electrum Wallet · claude-dev-suite
Electrum Wallet: classic Python desktop wallet. Lightweight, runs on most platforms, plugin ecosystem, hardware wallet support. USE WHEN: evaluating mature Bitcoin wallet, integrating Electrum protocol clients.

28 repo stars
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Bitcoin Infrastructure Specter Desktop · claude-dev-suite
Specter Desktop: open-source GUI for Bitcoin Core + multisig coordination + HW wallet. Designed for self-custody power users. USE WHEN: setting up multisig with Specter, evaluating coordinator options.

28 repo stars
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Plugin Authoring · claude-dev-suite bundle
Creates Claude Code plugins that package skills, agents, hooks, and MCP servers into distributable bundles. Covers plugin.json manifest, directory structure, namespacing, and distribution. Follows official Anthropic best practices. USE WHEN: user mentions "create plugin", "plugin", "plugin.json", "distribute skills", "share agents", "plugin marketplace", "package extension", ".claude-plugin" DO NOT USE FOR: creating standalone skills - use `skill-authoring`; creating standalone agents - use `agent-authoring`; creating standalone hooks - use `hook-authoring`

28 repo stars
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Type Generation · claude-dev-suite
Automatic type generation from OpenAPI and GraphQL schemas. Covers openapi-typescript, graphql-codegen, and contract sync. USE WHEN: user asks about "openapi-typescript", "graphql-codegen", "generate types from API", "type generation", "API types", "schema to TypeScript" DO NOT USE FOR: manual type definitions - use TypeScript skills, contract validation - use `openapi-contract` skill

28 repo stars
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Spring Cloud Gateway · claude-dev-suite
Spring Cloud Gateway for API routing, filtering, and load balancing. Covers route predicates, filters, rate limiting, and circuit breaker integration. USE WHEN: user mentions "spring cloud gateway", "API gateway", "route predicates", "gateway filters", "rate limiting gateway", "load balancing gateway" DO NOT USE FOR: simple reverse proxy - use nginx, Zuul (deprecated) - use Spring Cloud Gateway instead

28 repo stars
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Audio Transcription · claude-dev-suite
Audio transcription pipeline for RAG. Covers OpenAI Whisper (local via whisper.cpp, faster-whisper, Groq API), AssemblyAI (diarization, sentiment), Deepgram Nova-3 (real-time), timestamped chunking, speaker-aware chunking, multilingual (Whisper large-v3), and embedding transcripts for retrieval. USE WHEN: user mentions "transcribe audio", "Whisper", "whisper.cpp", "faster-whisper", "Groq Whisper", "AssemblyAI", "Deepgram", "speaker diarization", "podcast transcription", "meeting transcript", "multilingual audio" DO NOT USE FOR: video with visuals - use `video-rag`; live voice assistants (streaming to LLM) - not a RAG concern; audio that is actually a phone voicemail attachment in email - handle via `email-ingestion` then reuse this skill

28 repo stars
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Markdown Structured · claude-dev-suite
Structured markup ingestion for RAG. Covers markdown (markdown-it, tree-sitter), AsciiDoc, reStructuredText, frontmatter (YAML/TOML), header-hierarchy metadata, code-block-aware chunking (never split fenced blocks), tables, internal link resolution, Obsidian/Dendron vaults, and MDX component stripping. USE WHEN: user mentions "markdown chunking", "header splitter", "frontmatter", "code-block chunking", "Obsidian vault", "Dendron", "MDX", "AsciiDoc", "reStructuredText", "markdown-it", "tree-sitter markdown", "MarkdownHeaderTextSplitter" DO NOT USE FOR: HTML from the web - use `web-scraping`; office docs - use `office-docs`; PDF-rendered markdown-looking content - use `pdf-extraction`; generic partitioning of mixed filetypes - use `unstructured-io`

28 repo stars
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Openapi Contract · claude-dev-suite
OpenAPI contract validation between frontend and backend. Covers type sync, endpoint validation, and contract-first development. USE WHEN: user asks about "OpenAPI validation", "API contract", "swagger sync", "frontend backend types", "API mismatch", "contract testing" DO NOT USE FOR: GraphQL - use `graphql-contract` skill, authentication - use `auth-flow-validation` skill

28 repo stars
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Spring Cloud Function · claude-dev-suite
Spring Cloud Function for serverless and FaaS deployments. Covers function beans, AWS Lambda, Azure Functions, and GCP adapters. USE WHEN: user mentions "spring cloud function", "serverless Spring", "AWS Lambda Spring", "Azure Functions Spring", "FaaS", "function composition" DO NOT USE FOR: simple REST APIs - use standard controllers, complex workflows - consider Step Functions or similar

28 repo stars
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Dto Sync Patterns · claude-dev-suite
Patterns for synchronizing DTOs between frontend and backend. Covers shared types, code generation, and validation sync. USE WHEN: user asks about "DTO sync", "shared types", "frontend backend types", "type consistency", "API models" DO NOT USE FOR: type generation tools - use `type-generation` skill, validation rules - use validation skills

28 repo stars
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Spring Cloud Openfeign · claude-dev-suite
Declarative HTTP client for microservices communication with Spring Cloud OpenFeign. Covers @FeignClient, error handling, interceptors, and circuit breaker integration. USE WHEN: user mentions "feign", "openfeign", "@FeignClient", "declarative HTTP client", "service-to-service communication", "microservices client" DO NOT USE FOR: external APIs - consider WebClient or RestClient, simple HTTP calls - use RestClient

28 repo stars
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Compose Multiplatform · claude-dev-suite bundle
Compose Multiplatform (CMP) by JetBrains — declarative UI framework that runs on Android, iOS, JVM Desktop, and Web (Wasm). Built on top of Jetpack Compose. Covers @Composable functions, state hoisting, side effects, navigation (Voyager, Decompose), Material 3, theming, and platform-specific UI bridging on iOS. USE WHEN: user mentions "Compose Multiplatform", "@Composable", "remember", "MutableState", "Compose iOS", "Compose Desktop", "Compose Wasm", "JetBrains Compose", "Voyager", "Decompose", "compose-multiplatform-resources" DO NOT USE FOR: KMP module setup (gradle, expect/actual) - use `mobile/kotlin-multiplatform` DO NOT USE FOR: Jetpack Compose Android-only - use `mobile/jetpack-compose` DO NOT USE FOR: SwiftUI native - use `mobile/ios-native` or `languages/swift` DO NOT USE FOR: Pure Kotlin language - use `languages/kotlin`

28 repo stars
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React Server Components · claude-dev-suite bundle
React Server Components (RSC) for server-side rendering without client JS. Covers Server vs Client components, data fetching patterns, Server Actions, streaming, caching, and Next.js App Router integration. USE WHEN: user mentions "Server Components", "RSC", "Next.js App Router", "use server", "Server Actions", "async components", asks about "server-side React", "zero bundle impact" DO NOT USE FOR: Client-only React apps (CRA, Vite), Next.js Pages Router, React < 18, Non-Next.js frameworks without RSC support

28 repo stars
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Auth Flow Validation · claude-dev-suite
Authentication flow validation between frontend and backend. Covers JWT, OAuth2, token refresh, and session management sync. USE WHEN: user asks about "auth integration", "JWT validation", "token refresh", "401 handling", "authentication flow", "login integration" DO NOT USE FOR: security auditing - use security skills, OAuth provider setup - use authentication skills

28 repo stars
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Spring Authorization Server · claude-dev-suite bundle
Spring Authorization Server for building OAuth 2.1 and OpenID Connect providers. USE WHEN: user mentions "OAuth2 server", "authorization server", "OIDC provider", "token endpoint", asks about "how to implement OAuth2", "create authorization server", "issue JWT tokens", "custom OAuth provider" DO NOT USE FOR: OAuth2 client configuration - use `spring-security` instead, resource server JWT validation - use `spring-security` instead

28 repo stars
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Spring Cloud Circuitbreaker · claude-dev-suite
Resilience patterns with Spring Cloud Circuit Breaker and Resilience4j. Covers circuit breaker, retry, rate limiter, bulkhead, and fallback patterns. USE WHEN: user mentions "circuit breaker", "resilience4j", "fallback", "retry pattern", "rate limiter", "bulkhead", "fault tolerance Spring" DO NOT USE FOR: basic HTTP errors - handle in code, Hystrix (deprecated) - use Resilience4j instead

28 repo stars
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Go Review · claude-dev-suite
Reviewing Go code - what to flag, and what the toolchain already flags for you USE WHEN: you are reviewing, critiquing or auditing existing Go code - a "code review", a "review" of a .go file, a diff, a PR or a pull request; deciding what to comment on in Go; avoiding false positives on Go code DO NOT USE FOR: writing, explaining or learning Go - use `languages/go`; anything `go vet` or a default golangci-lint run already reports (this skill lists those so you can stay silent about them); framework specifics - use the Gin/Echo/Fiber skills

28 repo stars
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Cpp Review · claude-dev-suite
Reviewing C++ code - what to flag, and what the compiler, clang-tidy and sanitizers already flag for you USE WHEN: you are reviewing, critiquing or auditing existing C++ code - a "code review", a "review" of a .cpp/.hpp/.cc/.h file, a diff, a PR or a pull request; deciding what to comment on in C++; avoiding false positives on C++ DO NOT USE FOR: writing, explaining or learning C++ - use `languages/cpp`; anything `-Wall -Wextra`, clang-tidy or a sanitizer run already reports (this skill lists those so you can stay silent about them); build system questions - use the CMake material; embedded specifics - use `systems/embedded-rtos`

28 repo stars
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SQL Review · claude-dev-suite
Reviewing SQL - what to flag, and what the database and linters actually check for you USE WHEN: you are reviewing, critiquing or auditing existing SQL - a "code review" of a query, a migration, a stored procedure, a view, or ORM-generated SQL in a diff or a PR; deciding what to comment on in SQL; judging whether a query is correct under concurrency and at scale DO NOT USE FOR: writing or learning SQL - use `databases/sql-fundamentals` or `databases/sql-advanced`; vendor-specific tuning - use the PostgreSQL, MySQL, Oracle or SQL Server skills; schema migration mechanics - use `databases/migrations` and `databases/flyway`

28 repo stars
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Java Review · claude-dev-suite
Reviewing Java code - what to flag, and what javac, the IDE and SpotBugs already flag for you USE WHEN: you are reviewing, critiquing or auditing existing Java code - a "code review", a "review" of a .java file, a diff, a PR or a pull request; deciding what to comment on in Java; avoiding false positives on Java code DO NOT USE FOR: writing, explaining or learning Java - use `languages/java`; anything javac warnings, SpotBugs or a standard Checkstyle run already report (this skill lists those so you can stay silent about them); Spring specifics - use the Spring skills; JPA mapping - use `backend-frameworks/spring-data-jpa`

28 repo stars
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Rust Review · claude-dev-suite
Reviewing Rust code - what to flag, and what rustc and clippy already flag for you USE WHEN: you are reviewing, critiquing or auditing existing Rust code - a "code review", a "review" of a .rs file, a diff, a PR or a pull request; deciding what to comment on in Rust; avoiding false positives on Rust code DO NOT USE FOR: writing, explaining or learning Rust - use `languages/rust`; anything rustc or a default clippy run already reports (this skill lists those so you can stay silent about them); async runtime specifics - use the tokio material; FFI binding generation - use `languages/uniffi`

28 repo stars
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Swift Review · claude-dev-suite
Reviewing Swift code - what to flag, and what the compiler and SwiftLint already flag for you USE WHEN: you are reviewing, critiquing or auditing existing Swift code - a "code review", a "review" of a .swift file, a diff, a PR or a pull request; deciding what to comment on in Swift; avoiding false positives on Swift code DO NOT USE FOR: writing, explaining or learning Swift - use `languages/swift`; anything the compiler or a configured SwiftLint already reports (this skill lists those so you can stay silent about them); SwiftUI layout - use the SwiftUI material; Kotlin Multiplatform bridging - use `languages/uniffi`

28 repo stars
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Csharp Review · claude-dev-suite
Reviewing C# code - what to flag, and what Roslyn analyzers and nullable reference types already flag for you USE WHEN: you are reviewing, critiquing or auditing existing C# code - a "code review", a "review" of a .cs file, a diff, a PR or a pull request; deciding what to comment on in C#; avoiding false positives on C# code DO NOT USE FOR: writing, explaining or learning C# - use `languages/csharp`; anything the built-in Roslyn analyzers or nullable reference types already report (this skill lists those so you can stay silent about them); ASP.NET Core specifics - use the ASP.NET skills; EF Core mapping - use the ORM skills

28 repo stars
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Kotlin Review · claude-dev-suite
Reviewing Kotlin code - what to flag, and what the compiler, detekt and ktlint already flag for you USE WHEN: you are reviewing, critiquing or auditing existing Kotlin code - a "code review", a "review" of a .kt file, a diff, a PR or a pull request; deciding what to comment on in Kotlin; avoiding false positives on Kotlin code DO NOT USE FOR: writing, explaining or learning Kotlin - use `languages/kotlin`; anything the compiler, detekt or ktlint already reports (this skill lists those so you can stay silent about them); Android framework specifics - use the Android skills; Spring specifics - use the Spring skills

28 repo stars
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Nodejs Review · claude-dev-suite
Reviewing Node.js runtime code - what to flag beyond the language, and what the toolchain already flags USE WHEN: you are reviewing, critiquing or auditing existing Node.js code - a "code review" of server code, a CLI, a script, a diff or a PR - and the concern is the RUNTIME: the event loop, streams, processes, file handles, EventEmitter, unhandled rejections DO NOT USE FOR: language-level review - use `review/typescript` for typed code; Express/NestJS/Fastify routing - use the framework skills; writing or learning Node - use `languages/nodejs`; browser JavaScript, which has none of this

28 repo stars
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Python Review · claude-dev-suite
Reviewing Python code - what to flag, and what ruff, mypy and the interpreter already flag for you USE WHEN: you are reviewing, critiquing or auditing existing Python code - a "code review", a "review" of a .py file, a diff, a PR or a pull request; deciding what to comment on in Python; avoiding false positives on Python code DO NOT USE FOR: writing, explaining or learning Python - use `languages/python`; anything ruff's default rules or a configured mypy already reports (this skill lists those so you can stay silent about them); Django/FastAPI specifics - use the framework skills; test review - use the pytest skills

28 repo stars
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Mongodb · claude-dev-suite bundle
MongoDB document database. Covers CRUD operations, aggregations, and indexes. Use when working with MongoDB. USE WHEN: user mentions "mongodb", "mongo", "document database", asks about "aggregation pipeline", "embedded documents", "BSON", "replica sets", "sharding", "atlas" DO NOT USE FOR: SQL databases - use `postgresql`/`mysql` instead, Redis - use `redis` instead, Elasticsearch - use `elasticsearch` instead, Relational data - use SQL skills

28 repo stars
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Plpgsql · claude-dev-suite bundle
PostgreSQL procedural language (PL/pgSQL). Covers stored procedures, functions, triggers, exception handling, and control structures. Use for PostgreSQL server-side programming. USE WHEN: user mentions "plpgsql", "PostgreSQL functions", "PostgreSQL procedures", "PostgreSQL triggers", "RETURNS TABLE", "RETURNS SETOF", "RAISE NOTICE" DO NOT USE FOR: basic PostgreSQL SQL - use `postgresql` instead, PL/SQL (Oracle) - use `plsql` instead, T-SQL - use `tsql` instead

28 repo stars
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Structlog · claude-dev-suite
structlog - structured logging library for Python with native JSON support, context binding, and processor pipeline. Integrates with FastAPI, Django, and standard logging module. USE WHEN: user mentions "structlog", "python structured logging", "context binding", asks about "JSON logging python", "fastapi logging", "django structured logging" DO NOT USE FOR: Standard Python logging - use `python-logging` instead, Node.js logging - use `pino` or `winston`, Java logging - use `slf4j` or `logback` instead

28 repo stars
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IOS Native · claude-dev-suite bundle
iOS native platform development with SwiftUI 6.x: app architecture (App protocol, Scene, WindowGroup), navigation (NavigationStack, NavigationSplitView), state (@State, @Binding, @Observable, @Environment), Keychain Services with biometric protection, Secure Enclave (P-256 hardware-isolated keys), App Lifecycle (BGTaskScheduler, Background Modes), Universal Links, App Groups, Share Extensions, Privacy Manifest, StoreKit 2. USE WHEN: user mentions "SwiftUI", "@Observable", "NavigationStack", "@AppStorage", "Keychain Services", "Secure Enclave", "BGTaskScheduler", "Universal Links", "App Groups", "Share Extension", "Privacy Manifest", "StoreKit", "iOS native", "@SceneStorage", "@FocusState" DO NOT USE FOR: Compose Multiplatform on iOS - use `frontend-frameworks/compose-multiplatform` DO NOT USE FOR: Swift language patterns - use `languages/swift` DO NOT USE FOR: Rust ↔ Swift bindings - use `languages/uniffi` DO NOT USE FOR: Cross-platform iOS+Android - use `mobile/kotlin-multiplatform`

28 repo stars
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Sonarqube · claude-dev-suite
SonarQube/SonarCloud integration for continuous code quality. Setup, configuration, quality gates, and CI/CD integration. USE WHEN: user mentions "SonarQube", "SonarCloud", "quality gates", asks about "code coverage", "technical debt", "code smells", "sonar-project.properties", "SonarScanner" DO NOT USE FOR: ESLint/Biome - use linting skills, OWASP security - use security skills, testing tools - use Vitest/Playwright skills

28 repo stars
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Hybrid Search · claude-dev-suite
Combining sparse (BM25, SPLADE) and dense vector retrieval. Reciprocal rank fusion with formula and code, weighted score fusion, alpha tuning, and native hybrid indexes in Pinecone, Qdrant, Weaviate. USE WHEN: user mentions "hybrid search", "BM25", "sparse dense", "RRF", "reciprocal rank fusion", "SPLADE", "learned sparse", "alpha tuning", "sparse dense hybrid" DO NOT USE FOR: rewriting queries before retrieval - use `query-transformations`; reranking after retrieval - use `reranking`; vector DB setup - use `vector-databases`

28 repo stars
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Streaming RAG · claude-dev-suite
Streaming LLM responses with inline citations. Token-level source attribution, SSE vs WebSocket, TTFT optimization, progressive disclosure (retrieval status then tokens), Python async generators, Vercel AI SDK streaming with sources, LangChain streaming callbacks, client-side citation rendering. USE WHEN: user mentions "streaming RAG", "streaming citations", "SSE RAG", "TTFT", "progressive disclosure", "AI SDK streaming", "token streaming", "inline citations" DO NOT USE FOR: generic RAG pipelines - use `rag-architecture`; citation correctness evaluation - use `rag-evaluation`; conversational memory - use `conversational-rag`

28 repo stars
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Typescript Review · claude-dev-suite
Reviewing TypeScript code - what to flag, and what the compiler and linter already flag for you USE WHEN: you are reviewing, critiquing or auditing existing TypeScript or TSX code - a "code review", a "review" of a .ts/.tsx file, a diff, a PR or a pull request; deciding what to comment on in TypeScript; avoiding false positives on typed JavaScript DO NOT USE FOR: writing, explaining or learning TypeScript - use `languages/typescript`; anything `tsc` under `strict` or a default typescript-eslint run already reports (this skill lists those so you can stay silent about them); React-specific review - pair with the React skills; lint rule configuration - use `quality/typescript-eslint`

28 repo stars
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Shadcn UI · claude-dev-suite bundle
shadcn/ui component library with Radix primitives and Tailwind CSS. Covers component installation, customization, theming, and common patterns. USE WHEN: user mentions "shadcn", "shadcn/ui", asks about "shadcn components", "installing shadcn", "shadcn setup", "copy-paste components" DO NOT USE FOR: Radix UI only (use radix-ui skill), Tailwind only (use tailwindcss skill), Material-UI, Chakra UI, Ant Design

28 repo stars
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Design Systems · claude-dev-suite
Design system architecture and design tokens. Covers W3C Design Token spec, atomic design methodology, component documentation, theming, dark/light mode, and modern CSS custom property patterns. USE WHEN: user mentions "design system", "design tokens", "component library", "theming", "dark mode", "light mode", "CSS variables", "atomic design", "color palette", "token architecture", "shadcn theming", "brand tokens" DO NOT USE FOR: specific component APIs (use styling/shadcn-ui or styling/radix-ui), animation timing (use ux/interaction-design), WCAG audit (use accessibility/wcag)

28 repo stars

736 published skills · page 4 of 8