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claude-dev-suite

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736 published skills · page 1 of 8

  1. ▌
    Go 2 · claude-dev-suite bundle
    Go programming language. Covers goroutines, channels, interfaces, error handling, and modules. Use for building concurrent, high-performance backend services. USE WHEN: user mentions "go", "golang", "goroutines", "channels", asks about "concurrency", "select statement", "interfaces", "error handling", "go modules" DO NOT USE FOR: reviewing existing Go code - use `review/go`, which covers the defects the compiler and linters do not report DO NOT USE FOR: Gin/Fiber/Echo frameworks - use framework-specific skills DO NOT USE FOR: GORM - use ORM-specific skill DO NOT USE FOR: gRPC - use API design skills
    28 repo stars
  2. ▌
    Cpp 2 · claude-dev-suite
    Modern C++ (C++17/20/23) language and standard library. Covers RAII, move semantics, smart pointers, templates, concepts, ranges, coroutines, modules, std::expected, std::format, std::span, std::string_view. USE WHEN: user mentions "C++", "modern C++", "C++17/20/23", "RAII", "smart pointers", "templates", "concepts", "ranges", "move semantics", "std::expected", "std::span", "coroutines", "modules", "STL" DO NOT USE FOR: reviewing existing C++ code - use `review/cpp`, which covers the lifetime and ownership claims the compiler does not check DO NOT USE FOR: C (use a C-specific skill), C# (use `csharp`), Objective-C++, Carbon, kernel/no-exception subset (use `cpp-systems`)
    28 repo stars
  3. ▌
    Java 2 · claude-dev-suite
    Java language (17+). Covers modern features, patterns, and best practices. Use when writing Java applications, Spring Boot backends, or enterprise systems. USE WHEN: user mentions "java", "records", "sealed classes", "streams", asks about "pattern matching", "switch expressions", "Optional", "collections", "generics" DO NOT USE FOR: reviewing existing Java code - use `review/java`, which covers the defects javac and an unconfigured build do not report DO NOT USE FOR: Spring Boot specifics - use `backend-spring-boot` skill instead DO NOT USE FOR: Lombok annotations - use `lombok` skill instead DO NOT USE FOR: MapStruct - use `mapstruct` skill instead
    28 repo stars
  4. ▌
    Rust 2 · claude-dev-suite bundle
    Rust systems programming language. Covers ownership, borrowing, lifetimes, async/await, error handling, and Cargo. Use for high-performance backend systems. USE WHEN: user mentions "rust", "ownership", "borrowing", "lifetimes", asks about "borrow checker", "cargo", "traits", "Result type", "async rust", "tokio" DO NOT USE FOR: reviewing existing Rust code - use `review/rust`, which covers the few defects rustc and clippy structurally cannot reach DO NOT USE FOR: Actix/Axum/Rocket frameworks - use framework-specific skills DO NOT USE FOR: WASM - use WebAssembly-specific skill DO NOT USE FOR: Tauri - use `tauri` skill instead
    28 repo stars
  5. ▌
    Swift 2 · claude-dev-suite bundle
    Swift language fundamentals (5.10+ / 6.x). Covers optionals, value vs reference semantics, protocols & generics, Swift Concurrency (async/await, actors, Sendable, structured tasks), Result Builders, and Apple platform interop. USE WHEN: user mentions "Swift", "SwiftUI", "async/await Swift", "actor", "Sendable", "Codable", "Combine", "Result Builder", "Apple Keychain", "Secure Enclave", "iOS native" DO NOT USE FOR: reviewing existing Swift code - use `review/swift`, which covers retain cycles and the concurrency checking that is a per-target setting DO NOT USE FOR: SwiftUI screen layouts in depth - use SwiftUI-specific skill if exists DO NOT USE FOR: Compose iOS via Skia - use `frontend-frameworks/compose-multiplatform` DO NOT USE FOR: Kotlin/Native ↔ Swift bridging - use `languages/uniffi`
    28 repo stars
  6. ▌
    Csharp 2 · claude-dev-suite
    C# 12 language features including records, pattern matching, nullable reference types, LINQ, async/await, and modern language patterns. USE WHEN: user mentions "C#", "C# records", "pattern matching", "LINQ", "async/await", "nullable reference types", "C# generics", "C# language features" DO NOT USE FOR: reviewing existing C# code - use `review/csharp`, which covers async, disposal and the guarantees that are opt-in per project DO NOT USE FOR: TypeScript - use `typescript`, Java - use Java skills, F# or VB.NET specific features
    28 repo stars
  7. ▌
    Kotlin 2 · claude-dev-suite bundle
    Kotlin language fundamentals. Covers null safety, coroutines, flow, sealed classes, data classes, scope functions, and Kotlin 2.x features (K2 compiler, context parameters). Use for Kotlin/JVM, Kotlin/Native, Kotlin/JS work. USE WHEN: user mentions "Kotlin", "coroutines", "suspend", "Flow", "sealed class", "data class", "scope functions", "K2 compiler", "ksp", "Kotlin 2.x" DO NOT USE FOR: reviewing existing Kotlin code - use `review/kotlin`, which covers the Java boundary and the concurrency the compiler does not check DO NOT USE FOR: Kotlin Multiplatform setup - use `mobile/kotlin-multiplatform` DO NOT USE FOR: Compose UI - use `frontend-frameworks/compose-multiplatform` DO NOT USE FOR: Spring Boot Kotlin - use `spring-boot` framework skill
    28 repo stars
  8. ▌
    Nodejs 2 · claude-dev-suite bundle
    Node.js runtime best practices. Covers event loop, async patterns, streams, worker threads, memory management, and production optimization. USE WHEN: user mentions "node.js", "event loop", "streams", "worker threads", asks about "process.nextTick", "memory leaks", "cluster mode", "async patterns" DO NOT USE FOR: reviewing existing Node code - use `review/nodejs`, which covers event loop, stream and process defects that have no diagnostic DO NOT USE FOR: Express/NestJS frameworks - use framework-specific skills DO NOT USE FOR: Language syntax - use `javascript` or `typescript` skills DO NOT USE FOR: Package management - use npm/pnpm/yarn skills
    28 repo stars
  9. ▌
    Python 2 · claude-dev-suite bundle
    Python language (3.10-3.14). Covers typing, async, and modern patterns. Use when writing Python applications. USE WHEN: user mentions "python", "type hints", "dataclasses", "async/await", asks about "asyncio", "context managers", "match statement", "walrus operator", "PEP 695", "type parameter", "generic" DO NOT USE FOR: reviewing existing Python code - use `review/python`, which covers the defects ruff and mypy do not report DO NOT USE FOR: FastAPI framework - use `backend-fastapi` skill instead DO NOT USE FOR: Django framework - use Django-specific skill DO NOT USE FOR: Package management - use `python-packaging` skill DO NOT USE FOR: Linting/type checking config - use `python-quality` skill
    28 repo stars
  10. ▌
    Three JS · claude-dev-suite
    3D graphics in the browser with Three.js and React Three Fiber (R3F). Covers the R3F Canvas, core concepts, the useFrame loop, geometries, materials, lights and the @react-three/drei helpers. USE WHEN: user mentions "Three.js", "React Three Fiber", "R3F", "drei", "useFrame", "mesh", "3D scene", asks about rendering or animating 3D in a web page DO NOT USE FOR: 2D canvas drawing (use `canvas-webgl`), SVG (use `svg-animation`), DOM animation (use `framer-motion`)
    28 repo stars
  11. ▌
    PHP Quality · claude-dev-suite
    PHP code quality: static analysis, coding standards and best-practice enforcement for PHP codebases. USE WHEN: working with PHP codebases requiring code quality analysis, static analysis, or best practices enforcement DO NOT USE FOR: security-specific issues (use `php-security`), runtime debugging, or deployment
    28 repo stars
  12. ▌
    Canvas Webgl · claude-dev-suite
    Browser graphics via the Canvas 2D API, WebGL and creative-coding libraries. Covers React canvas setup, the 2D API, particle systems, pixel manipulation, OffscreenCanvas in a worker, raw WebGL, p5.js and noise functions. USE WHEN: user mentions "canvas", "getContext('2d')", "WebGL", "p5.js", "particle system", "pixel manipulation", "OffscreenCanvas", asks about drawing or generative graphics in the browser DO NOT USE FOR: 3D scene graphs (use `three-js`), vector graphics and SVG (use `svg-animation`), DOM animation (use `framer-motion` or `gsap`)
    28 repo stars
  13. ▌
    API Security · claude-dev-suite
    API security across REST, GraphQL and gRPC, organised around the OWASP API Security Top 10:2023. USE WHEN: designing, implementing, or auditing REST, GraphQL, or gRPC APIs for security vulnerabilities DO NOT USE FOR: general API design patterns (use the `rest-api` / `graphql` skills), authentication setup (use the `jwt` / `oauth2` skills)
    28 repo stars
  14. ▌
    Iac Security · claude-dev-suite
    Infrastructure-as-Code security for Terraform, CloudFormation, Ansible, Pulumi and similar configuration. USE WHEN: securing Terraform, CloudFormation, Ansible, Pulumi, or other IaC configurations DO NOT USE FOR: general IaC patterns, cloud architecture design, cost optimization
    28 repo stars
  15. ▌
    PHP Security · claude-dev-suite
    PHP application security: vulnerability review and secure implementation patterns. USE WHEN: securing PHP applications, reviewing code for vulnerabilities, or implementing security best practices DO NOT USE FOR: code quality issues (use `php-quality`), general PHP development patterns
    28 repo stars
  16. ▌
    Svg Animation · claude-dev-suite
    Animating SVG with CSS, Framer Motion, GSAP and native SVG attributes. Covers SVG fundamentals, path `d` syntax, filters, generative SVG in React and animated gradients. USE WHEN: user mentions "SVG animation", "path morphing", "stroke-dasharray", "SVG filter", "animated icon", asks about animating an inline SVG or drawing a path on scroll DO NOT USE FOR: raster or pixel graphics (use `canvas-webgl`), 3D (use `three-js`), general component animation (use `framer-motion`)
    28 repo stars
  17. ▌
    Framer Motion · claude-dev-suite
    Framer Motion animation library for React. Declarative, physics-based and gesture-aware: variants and orchestration, AnimatePresence, FLIP layout animation, scroll-linked motion, spring configuration and gestures. USE WHEN: user mentions "Framer Motion", "motion.div", "AnimatePresence", "variants", "layout animation", "spring animation", asks about animating a React component, exit animations, drag or gesture handling DO NOT USE FOR: timeline-based or non-React animation (use `gsap`), SVG-specific animation (use `svg-animation`), pure CSS effects (use `advanced-css-effects`)
    28 repo stars
  18. ▌
    Kotlin Security · claude-dev-suite
    Kotlin application security for backend and Android: vulnerability review and secure implementation patterns. USE WHEN: securing Kotlin applications (backend/Android), reviewing code for vulnerabilities, or implementing security best practices DO NOT USE FOR: code quality issues (use `kotlin-quality`), general Kotlin patterns, UI/UX concerns
    28 repo stars
  19. ▌
    AI Code Security · claude-dev-suite
    Security review of AI-generated code, and secure practices for working with coding assistants. USE WHEN: reviewing AI-generated code (GitHub Copilot, ChatGPT, Claude, etc.) for security vulnerabilities, or establishing secure AI coding practices DO NOT USE FOR: AI/ML model security, prompt injection attacks on AI systems, or general code review
    28 repo stars
  20. ▌
    Codegen Refinement · claude-dev-suite
    Refining AUTO-GENERATED code produced by deterministic generators (openapi-generator, asyncapi-generator, tsp compile, protoc, bpmn-engine) so it matches the target project's conventions without changing the API contract or structural design. USE WHEN: adapting generated clients, models or stubs to project style, reviewing generator output before committing it, user mentions "openapi-generator", "protoc", "generated code cleanup" DO NOT USE FOR: writing new code from scratch, changing an API contract or schema, configuring the generator itself
    28 repo stars
  21. ▌
    Container Security · claude-dev-suite
    Container and Kubernetes security: hardening images, runtime configuration and deployment manifests. USE WHEN: securing Docker containers, Kubernetes deployments, or reviewing container configurations DO NOT USE FOR: general Docker usage (use the `docker` skill), Kubernetes architecture (use the `kubernetes` skill)
    28 repo stars
  22. ▌
    Typescript Security · claude-dev-suite
    TypeScript and JavaScript application security across frontend and backend code. USE WHEN: securing TypeScript/JavaScript applications, reviewing frontend/backend code for vulnerabilities DO NOT USE FOR: code quality issues (use `typescript-quality`), general TypeScript patterns, styling
    28 repo stars
  23. ▌
    Advanced CSS Effects · claude-dev-suite
    Advanced CSS visual effects: clip-path, masks, backdrop-filter, filters, blend modes, @property, scroll-driven animations, CSS 3D transforms and Houdini. USE WHEN: user mentions "clip-path", "backdrop-filter", "mix-blend-mode", "CSS mask", "@property", "scroll-driven animation", "CSS 3D", "Houdini", asks about a visual effect in pure CSS DO NOT USE FOR: JS-driven animation (use `framer-motion` or `gsap`), SVG-specific work (use `svg-animation`), utility-class styling (use `tailwindcss`)
    28 repo stars
  24. ▌
    Python Quality 2 · claude-dev-suite
    Python static analysis with ruff, mypy, pyright. Type checking and linting best practices. USE WHEN: "type checking", "mypy", "pyright", "ruff", "linting", "static analysis", "type error", "type hints", "pylint", "flake8", "black", "isort", "code quality" DO NOT USE FOR: Basic type hint syntax - use languages/python skill DO NOT USE FOR: Runtime validation - use Pydantic
    28 repo stars
  25. ▌
    Sigstore Cosign · claude-dev-suite
    Sigstore — keyless signing for software artifacts using OIDC identities and short-lived certificates from Fulcio CA, with Rekor transparency log. Cosign is the CLI for signing/verifying containers, OCI artifacts, blobs, and attestations (SBOMs, provenance). Covers GitHub Actions OIDC integration, policy enforcement (cosign-policy-controller, Kyverno), Notary v2 vs Cosign, and supply-chain attestation patterns (SLSA). USE WHEN: user mentions "Sigstore", "Cosign", "Fulcio", "Rekor", "keyless signing", "OIDC signing", "cosign sign", "cosign verify", "SLSA provenance", "OCI artifact signing", "attestation cosign" DO NOT USE FOR: GPG-style signing - use GPG-specific docs DO NOT USE FOR: Code signing certificates (Apple Developer ID, Authenticode) - platform-specific DO NOT USE FOR: Reproducible builds spec - use `infrastructure/reproducible-builds`
    28 repo stars
  26. ▌
    Zustand · claude-dev-suite bundle
    Zustand state management for React. Covers stores, actions, and persistence. Use for simple global state management. USE WHEN: user mentions "zustand", "global state", "store", asks about "simple state management", "lightweight state", "create store", "persist state", "middleware", "devtools integration" DO NOT USE FOR: server data - use `tanstack-query` or `swr` instead; Vue apps - use `pinia`; complex async workflows - use `redux-toolkit`
    28 repo stars
  27. ▌
    Compose Snapshot · claude-dev-suite
    Compose snapshot testing — pixel-by-pixel verification of @Composable output. Covers Paparazzi (JVM, fast, no emulator) and Roborazzi (Robolectric-based, emulator-free or device). Catches regressions in design system, theming, dark mode, font scaling, and locale rendering. CI integration with image diff reporting. USE WHEN: user mentions "Paparazzi", "Roborazzi", "Compose snapshot", "screenshot test", "visual regression", "pixel comparison", "showkase paparazzi", "compose preview test" DO NOT USE FOR: Mobile E2E - use `testing/maestro` DO NOT USE FOR: SwiftUI snapshots - use swift-snapshot-testing (separate) DO NOT USE FOR: Compose Multiplatform iOS snapshots - immature; use Paparazzi for shared composables on JVM DO NOT USE FOR: Logic tests - use `testing/kotest` or `testing/turbine`
    28 repo stars
  28. ▌
    Contract Testing · claude-dev-suite
    Contract testing for API consumers and providers. Pact framework, Spring Cloud Contract, consumer-driven contracts, provider verification, and contract broker setup. USE WHEN: user mentions "contract testing", "Pact", "consumer-driven contract", "Spring Cloud Contract", "API contract", "provider verification" DO NOT USE FOR: OpenAPI validation - use `openapi-contract`; integration testing - use integration test skills
    28 repo stars
  29. ▌
    Spring Boot Test · claude-dev-suite bundle
    Spring Boot testing fundamentals including @SpringBootTest, slice tests, MockMvc, mocking with @MockBean, test configuration, and testing utilities. For integration tests with Testcontainers, see spring-boot-integration. USE WHEN: user mentions "spring boot test", "mockmvc", "@WebMvcTest", "@DataJpaTest", asks about "@SpringBootTest", "@MockBean", "spring test", "controller test", "repository test" DO NOT USE FOR: Unit tests - use `junit` with Mockito; Integration tests with real DB - use `spring-boot-integration`; REST API clients - use `rest-assured`; E2E tests - use Selenium
    28 repo stars
  30. ▌
    PDF Generation · claude-dev-suite
    PDF generation and manipulation. Puppeteer/Playwright HTML-to-PDF, PDFKit, jsPDF, React-PDF, iText (Java), ReportLab (Python). Invoices, reports, and document generation. USE WHEN: user mentions "PDF", "generate PDF", "HTML to PDF", "invoice PDF", "PDFKit", "jsPDF", "Puppeteer PDF", "React-PDF", "iText", "ReportLab" DO NOT USE FOR: PDF parsing/reading - different concern; image generation - different format
    28 repo stars
  31. ▌
    Driver Debugging · claude-dev-suite
    Windows driver debugging end-to-end: WinDbg / WinDbg-Preview, KDNET kernel debugging setup over Ethernet/USB, Driver Verifier, Application Verifier (UMDF), bugcheck analysis with !analyze -v, common kernel commands (!process, !thread, !irp, !devstack, !wdfdevice, !wdfkd.wdfdriverinfo), live and post-mortem (kernel dumps), symbol setup, and WPP / ETW trace analysis. USE WHEN: user mentions "WinDbg", "kd", "KDNET", "kernel debugger", "Driver Verifier", "verifier.exe", "Application Verifier", "appverif", "!analyze", "!irp", "bugcheck", "0x9f DRIVER_POWER_STATE_FAILURE", "kernel dump", "MEMORY.DMP", "DebugView", "tracefmt", "tracerpt", "WPP decode" DO NOT USE FOR: Visual Studio managed/.NET debugging, web app debugging
    28 repo stars
  32. ▌
    Hid Input Filter · claude-dev-suite
    Windows Human Interface Device (HID) stack and filter drivers. Covers HID class architecture, transport drivers (HIDUSB / HIDBTH / HIDI2C), HIDClass, mouse/keyboard filter (Mouclass / Kbdclass) drivers, internal IOCTLs (IOCTL_HID_*), filter placement (upper/lower), event interception, injection, and the Virtual HID Framework (VHF). USE WHEN: user mentions "HID", "HID filter", "mouse filter", "keyboard filter", "touch filter", "pen filter", "HIDClass", "mouclass", "kbdclass", "moufiltr", "kbfiltr", "IOCTL_HID_READ_REPORT", "IOCTL_HID_GET_FEATURE", "VHF", "Vhf.sys", "input intercept", "input injection" DO NOT USE FOR: GPU input redirection (different stack), DirectInput/XInput (user-mode game APIs)
    28 repo stars
  33. ▌
    Indirect Display · claude-dev-suite
    Windows Indirect Display Driver (IDD) framework. UMDF v2-based driver model for adding virtual monitors that the Desktop Window Manager treats as real displays, then capturing the rendered frames in user mode and routing them somewhere else (network, file, encoder) instead of a physical panel. Covers IddCx callbacks, monitor descriptors (EDID/MCCS), swap-chain processing, cursor handling, hot-plug, hardware cursor, multi-monitor, HDR, and integration with NVENC / Rivermax / RDMA NICs for low-latency network streaming. USE WHEN: user mentions "IDD", "Indirect Display", "IddCx", "IddSampleDriver", "virtual monitor", "virtual display driver", "IDDCX_SWAPCHAIN", "AcquireBuffer", "FinishedProcessingFrame", "EDID for virtual display", "stream desktop", "network display" DO NOT USE FOR: WDDM display miniport drivers (real GPU), DXGK kernel work, Miracast (different framework), Remote Desktop / RDP (different stack)
    28 repo stars
  34. ▌
    Edge Inference · claude-dev-suite
    Edge / on-device AI inference architecture: running models on MCUs, NPUs, mobile, and mini-PCs; quantization for edge, TOPS/memory/energy budgets, TinyML, and the latency case for on-device vs cloud. Architect-level. USE WHEN: designing on-device/edge AI, "edge inference", "on-device", "NPU", "TinyML", "quantization", "Jetson", "Coral", "Hailo", local LLM on small hardware, offline/low-latency inference, energy-constrained ML. DO NOT USE FOR: cloud GPU serving (use `inference-serving-topology`); choosing datacenter accelerators (use `ai-hardware-selection`); RAG app code (use rag skills).
    28 repo stars
  35. ▌
    Swagger Dotnet · claude-dev-suite
    Swashbuckle and NSwag for ASP.NET Core API documentation. Covers XML comments, operation filters, and OpenAPI customization. USE WHEN: user mentions "Swagger", "Swashbuckle", "NSwag", ".NET OpenAPI", "API documentation", "Swagger UI", ".NET API docs" DO NOT USE FOR: Springdoc OpenAPI - use `springdoc-openapi`, generic OpenAPI spec - use `openapi`
    28 repo stars
  36. ▌
    Multitenancy · claude-dev-suite
    Multi-tenant architecture patterns. Database-per-tenant, schema-per-tenant, shared-schema with tenant ID, row-level security, tenant resolution, and data isolation. USE WHEN: user mentions "multi-tenant", "multitenancy", "SaaS architecture", "tenant isolation", "row-level security", "tenant ID", "subdomain routing" DO NOT USE FOR: general database design - use database skills; authentication - use auth skills
    28 repo stars
  37. ▌
    Django · claude-dev-suite bundle
    Django batteries-included Python framework. Covers models, views, templates, ORM, and admin. Use when building full-featured Python web applications. USE WHEN: user mentions "django", "django orm", "django admin", "django templates", asks about "python cms", "django rest framework", "drf", "django models", "django migrations", "django channels", "django forms" DO NOT USE FOR: FastAPI projects - use `fastapi` instead, Flask projects - use `flask` instead, async-first Python APIs, microservices without admin panel
    28 repo stars
  38. ▌
    Nestjs · claude-dev-suite bundle
    NestJS enterprise Node.js framework. Covers modules, controllers, services, guards, and dependency injection. Use when building scalable Node.js applications. USE WHEN: user mentions "NestJS", "nest", "@nestjs", "@Module", "@Controller", "@Injectable", asks about "dependency injection in Node.js", "enterprise Node.js framework", "TypeScript backend framework", "decorators in backend", "guards and pipes", "modular Node.js architecture" DO NOT USE FOR: Express (minimalist framework) - use `express` instead, Fastify (performance-focused) - use `fastify` instead, Hono (edge runtimes) - use `hono` instead, Deno frameworks - use `oak` or `fresh` instead
    28 repo stars
  39. ▌
    Rocket · claude-dev-suite bundle
    Rocket Rust web framework. Covers routing, fairings, guards, state, and testing. Use for type-safe, boilerplate-free Rust APIs. USE WHEN: user mentions "rocket", "rust type-safe api", "rocket guards", asks about "rocket fairings", "rocket state", "compile-time route checking", "rust web macros", "rocket testing" DO NOT USE FOR: Axum projects - use `axum` instead, Actix-web projects - use `actix-web` instead, Warp projects - use `warp` instead, non-Rust backends
    28 repo stars
  40. ▌
    Clean Code · claude-dev-suite bundle
    Clean code principles. Covers naming, functions, and readability. Use when writing or reviewing code for quality. USE WHEN: user mentions "code quality", "readability", "refactor", "clean up code", "naming", "magic numbers", asks about "how to write better code", "code smells", "DRY", "KISS", "YAGNI", "single responsibility" DO NOT USE FOR: SOLID principles - use `solid-principles` instead, Git workflow - use `git-workflow` instead, Performance optimization - use `performance` instead
    28 repo stars
  41. ▌
    Bitcoin Dlcs · claude-dev-suite
    Discreet Log Contracts: smart contracts on Bitcoin via oracle attestations + adaptor signatures. Oracle publishes nonces upfront, reveals signed outcomes; CETs (Contract Execution Transactions) enforce payouts. No on-chain footprint of the contract logic. USE WHEN: building betting / prediction markets, parametric insurance, derivatives, oracle-driven settlements on Bitcoin.
    28 repo stars
  42. ▌
    Bitcoin Hardware Bitbox02 · claude-dev-suite
    BitBox02 (Shift Crypto, Switzerland): Multi Edition (BTC + altcoins), Bitcoin-Only Edition. BitBoxApp, side-channel-resistant SE, NFC, USB-C. USE WHEN: integrating with BitBox02, evaluating European HW options.
    28 repo stars
  43. ▌
    Bitcoin Hardware Coldcard · claude-dev-suite
    Coldcard hardware wallets (Coinkite): Mk4, Q. Bitcoin-only firmware, airgap support via SD card / NFC / QR, BIP85, MuSig2 (experimental), Trick PINs. USE WHEN: integrating with Coldcard, supporting Mk4 / Q, designing airgap signing flows.
    28 repo stars
  44. ▌
    Bitcoin Hardware Keystone · claude-dev-suite
    Keystone Pro 3: airgap HW wallet with QR + microSD, color touchscreen, multi-currency support, fingerprint auth. USE WHEN: integrating Keystone, evaluating mid-priced HW options.
    28 repo stars
  45. ▌
    Bitcoin Hardware Passport · claude-dev-suite
    Foundation Passport: QR-only airgap HW wallet. No USB connectivity for signing. Camera + microSD only. Open-source firmware. USE WHEN: integrating Passport, designing strict airgap flows.
    28 repo stars
  46. ▌
    Bitcoin L2 Taproot Assets · claude-dev-suite
    Taproot Assets (formerly Taro) by Lightning Labs: client-side validation asset protocol on Bitcoin + Lightning. Multi-asset Lightning channels, AddressV2, multi-hop asset routing. USE WHEN: issuing/transferring assets on Bitcoin, integrating asset Lightning channels, evaluating TAP vs RGB.
    28 repo stars
  47. ▌
    Bitcoin L2 Threshold Tbtc · claude-dev-suite
    Threshold Network (tBTC): federated BTC bridge to Ethereum/EVM chains with t-of-n threshold signers, random group selection. USE WHEN: bridging BTC to Ethereum DeFi, evaluating tBTC vs wBTC.
    28 repo stars
  48. ▌
    Bitcoin Libraries Bdk Jvm · claude-dev-suite
    bdk-jvm / bdk-android: Kotlin/Java bindings to BDK. Same descriptor- first wallet API. UniFFI-generated. USE WHEN: building JVM / Android wallets with BDK quality.
    28 repo stars
  49. ▌
    Bitcoin Libraries Tapd Go · claude-dev-suite
    taproot-assets daemon (tapd): Go implementation of Taproot Assets Protocol by Lightning Labs. Companion to LND. USE WHEN: integrating with tapd, building Taproot Assets apps in Go.
    28 repo stars
  50. ▌
    Lightning Amp Mpp · claude-dev-suite
    Multi-Path Payments (MPP) — split a payment across multiple parallel routes; same payment hash, payment_secret binds parts. AMP (Atomic Multipath) — variant where each part has different hash; receiver derives shared secret. USE WHEN: implementing payment splitting, debugging "couldn't route full amount", evaluating MPP vs AMP.
    28 repo stars
  51. ▌
    Lightning Keysend · claude-dev-suite
    Keysend / spontaneous payments: send Lightning to a destination without an invoice. Receiver derives preimage from sender-supplied TLV record. BOLT 9 bit 50. USE WHEN: implementing tipping flows, designing zero-friction micro-payments, evaluating keysend vs BOLT11 invoice flow.
    28 repo stars
  52. ▌
    Lightning Routing · claude-dev-suite
    Lightning pathfinding and routing: cost models, MPP / AMP / trampoline, blinded paths (BOLT 4 update), apriori probability, pickhardt-payments. USE WHEN: implementing/tuning a routing algorithm, debugging "no route" errors, evaluating pathfinding strategies.
    28 repo stars
  53. ▌
    Bitcoin Mining Difficulty · claude-dev-suite
    Difficulty adjustment algorithm: 2016-block re-target window, max 4x factor, time-warp considerations, real-world hashrate dynamics. USE WHEN: predicting next adjustment, understanding hashrate/ difficulty cycles, building mining analytics.
    28 repo stars
  54. ▌
    Bitcoin Mining Stratum V1 · claude-dev-suite
    Stratum V1: TCP/JSON protocol between mining pool and miners. Subscribe, authorize, mining.notify, mining.submit. Most-used protocol but security/decentralization weaknesses. USE WHEN: integrating mining hardware, building pool / proxy software, debugging hash submission.
    28 repo stars
  55. ▌
    Bitcoin Mining Stratum V2 · claude-dev-suite
    Stratum V2: encrypted, miner-driven mining protocol. Job Declaration, Template Provider, allows miners to choose their own tx set. Defeats pool-level censorship. USE WHEN: deploying SV2-capable mining infrastructure, evaluating V1 vs V2, integrating with Braiins Pool / Datum.
    28 repo stars
  56. ▌
    Bitcoin Privacy Dandelion · claude-dev-suite
    Dandelion++ (BIP156): tx broadcast privacy. Stem phase (forward to one peer) → fluff phase (gossip to all). Hides origin IP. USE WHEN: evaluating tx-broadcast privacy, implementing Dandelion- aware relay logic.
    28 repo stars
  57. ▌
    Bitcoin Timelocks · claude-dev-suite
    Bitcoin time-locks: nLockTime (BIP65 absolute), nSequence (BIP68/112 relative), CLTV/CSV opcodes, MTP rule (BIP113). Block-height vs unix-time, encoding rules. USE WHEN: building HTLCs, vaults, scheduled payments, escrow with cooldown, refund paths.
    28 repo stars
  58. ▌
    Jsdoc Tsdoc · claude-dev-suite bundle
    JSDoc and TSDoc documentation standards. Covers syntax, tags, TypeScript integration, documentation generation, and API documentation best practices. USE WHEN: user mentions "TSDoc", "TypeScript documentation", "API documentation", asks about "documenting TypeScript", "@param", "@returns", "TypeDoc", "API Extractor", "documentation tags" DO NOT USE FOR: JavaScript-only JSDoc - use `jsdoc` skill for plain JavaScript
    28 repo stars
  59. ▌
    Semantic Dedup · claude-dev-suite
    Near-duplicate and semantic-duplicate detection in corpora before indexing. MinHash / LSH, SimHash, embedding-cosine clustering (DBSCAN), FAISS-based scalable dedup, threshold selection, paraphrase handling. USE WHEN: user mentions "deduplication", "near-duplicates", "MinHash", "SimHash", "LSH", "semantic dedup", "corpus cleaning", "FAISS dedup", "paraphrase detection" DO NOT USE FOR: exact-hash dedup at ingest (use SHA256); chunking decisions - use `chunking-strategies`; drift detection - use `drift-detection`
    28 repo stars
  60. ▌
    React · claude-dev-suite bundle
    React 18+ library for building user interfaces. Covers components, hooks, state management, and rendering patterns. USE WHEN: user mentions "React component", "useState", "useEffect", "hooks", asks about "building UI", "component lifecycle", "React rendering", "JSX" DO NOT USE FOR: React 19 features - use `react-19` instead, React Router - use `react-router` instead, performance optimization - use `react-performance` instead
    28 repo stars
  61. ▌
    Solid · claude-dev-suite bundle
    SolidJS reactive UI library. Covers signals, effects, and fine-grained reactivity. USE WHEN: user mentions "SolidJS", "Solid", "createSignal", "createEffect", "createMemo", "fine-grained reactivity", asks about "Solid patterns", "reactive primitives" DO NOT USE FOR: React - use `frontend-react` (different API despite similar JSX), Vue - use `vue-composition`, Svelte - use `svelte`, Angular - use `angular`
    28 repo stars
  62. ▌
    Unity 2d Gameplay · claude-dev-suite
    Unity 2D gameplay patterns — character controllers (kinematic vs dynamic), coyote time, jump buffer, variable jump height, ledge grab, dash, wall slide, hitstop, juice patterns, top-down 8-way movement. USE WHEN: implementing platformer / metroidvania / top-down character controllers, "feel" tuning, ability layers (dash/double jump/wall slide). DO NOT USE FOR: 2D physics fundamentals (use `unity-2d-physics`); animations (use `unity-2d-animation`); cameras (use `unity-2d-cameras`).
    28 repo stars
  63. ▌
    Unity 2d Lighting · claude-dev-suite
    Unity 2D lighting — URP 2D Renderer, Light 2D types (Point/Freeform/Sprite/ Parametric/Global), Shadow Casters 2D, Sprite Mask, Renderer2DData, normal mapped sprites, blend styles. USE WHEN: setting up the URP 2D Renderer, lighting a 2D scene, adding 2D shadows, using Sprite Mask for stencil-like effects, normal-mapped sprites. DO NOT USE FOR: 3D lighting (use `unity-rendering`); UI lighting concepts (UI doesn't normally use Light 2D); 2D animation (use `unity-2d-animation`).
    28 repo stars
  64. ▌
    Unity Performance · claude-dev-suite
    Unity performance — Profiler, Frame Debugger, Memory Profiler, GC allocation hunting, object pooling, IL2CPP build settings, Burst, batching, LOD, GPU Resident Drawer. USE WHEN: frame drops, GC spikes, long load times, memory growth, draw-call storms, mobile thermal/battery issues, profiling captures. DO NOT USE FOR: gameplay logic refactoring (use `unity-core`); pipeline selection (use `unity-rendering`).
    28 repo stars
  65. ▌
    Job Queues · claude-dev-suite
    Background job queue systems. BullMQ (Node.js), Celery (Python), Sidekiq (Ruby), Spring Batch. Job scheduling, retries, priorities, concurrency control, and dead letter queues. USE WHEN: user mentions "job queue", "background job", "BullMQ", "Bull", "Celery", "worker", "async task", "task queue", "Sidekiq" DO NOT USE FOR: cron scheduling without queue - use `cron-scheduling`; message brokers - use messaging skills (Kafka, RabbitMQ)
    28 repo stars
  66. ▌
    Kubernetes · claude-dev-suite bundle
    Kubernetes container orchestration. Covers deployments, services, and configuration. Use for container orchestration. USE WHEN: user mentions "kubernetes", "k8s", "kubectl", "deployment", "pod", "service", "ingress", "configmap", "secret", asks about "container orchestration", "scaling", "rolling updates", "helm", "production cluster", "namespace" DO NOT USE FOR: local development environments - use `docker-compose` skill instead, Dockerfile creation - use `docker` skill instead, CI/CD workflows - use `github-actions` skill instead
    28 repo stars
  67. ▌
    I18N · claude-dev-suite
    Internationalization and localization. i18next (React, Node.js), next-intl, vue-i18n, ICU message format, pluralization, date/number formatting, and RTL support. USE WHEN: user mentions "i18n", "internationalization", "localization", "l10n", "i18next", "translation", "next-intl", "vue-i18n", "ICU format", "RTL" DO NOT USE FOR: character encoding - general programming; currency/payment formatting - use `stripe`
    28 repo stars
  68. ▌
    Sveltekit · claude-dev-suite bundle
    SvelteKit full-stack Svelte framework. Covers routing, load functions, form actions, and server-side rendering. Use when building SvelteKit applications. USE WHEN: user mentions "SvelteKit", "Svelte Kit", asks about "+page.svelte", "load functions", "form actions in SvelteKit", "SvelteKit routing", "use:enhance", "hooks.server.ts", "SvelteKit adapters" DO NOT USE FOR: Svelte without SvelteKit - use `frontend-svelte` instead; Next.js - use `nextjs-app-router` instead; Nuxt - use `nuxt3` instead; Remix - use `remix` instead
    28 repo stars
  69. ▌
    Rust Supply Chain · claude-dev-suite
    Rust supply-chain & quality toolchain — cargo-deny (license + advisory + bans), cargo-audit (RustSec advisory DB), cargo-nextest (faster test runner with retry/parallel), cargo-tarpaulin / llvm-cov (code coverage), cargo-machete (unused deps), cargo-outdated (version gap detection), cargo-vet (third-party audit attestations). CI integration patterns and policies for production Rust apps. USE WHEN: user mentions "cargo-deny", "cargo-audit", "RustSec", "cargo-nextest", "cargo-tarpaulin", "llvm-cov rust", "cargo-machete", "cargo-outdated", "cargo-vet", "deny.toml", "rust supply chain" DO NOT USE FOR: Cross-compile mechanics - use `build-tools/rust-cross-compile` DO NOT USE FOR: Pure Rust language - use `languages/rust` DO NOT USE FOR: Kotlin/JS supply chain - use `quality/osv-scanner` (covers all)
    28 repo stars
  70. ▌
    Typescript Eslint · claude-dev-suite
    typescript-eslint - ESLint plugin for TypeScript USE WHEN: user mentions "typescript-eslint", "TypeScript linting", "type-aware rules", asks about "no-floating-promises", "TypeScript ESLint config", "@typescript-eslint rules" DO NOT USE FOR: ESLint 9 full setup - use `eslint-biome` skill, Biome - use `eslint-biome`, general quality - use `quality-common`
    28 repo stars
  71. ▌
    Llamaindex · claude-dev-suite
    LlamaIndex 0.12+ for RAG and agent applications. Covers Document/Node model, IngestionPipeline, NodeParser variants, VectorStoreIndex, query engines, sub-question decomposition, router engines, Property Graph Index, LlamaParse integration, and observability callbacks. USE WHEN: user mentions "LlamaIndex", "llama_index", "VectorStoreIndex", "IngestionPipeline", "PropertyGraphIndex", "LlamaParse", "SubQuestionQueryEngine" DO NOT USE FOR: LangChain specifics - use `langchain`; RAG architecture theory - use `rag-patterns`; DSPy compiler workflows - use `dspy`
    28 repo stars
  72. ▌
    Continuous Evaluation · claude-dev-suite
    CI/CD for RAG quality: golden dataset fixtures, RAGAS/DeepEval in pytest, regression thresholds, GitHub Actions workflows, merge-blocking gates, weekly scheduled eval, LangSmith/Langfuse in CI. USE WHEN: user mentions "RAG CI", "eval in CI", "regression gate", "golden dataset fixture", "PR quality check", "scheduled RAG evaluation", "LangSmith CI", "Langfuse CI" DO NOT USE FOR: RAGAS metric internals - use `rag-evaluation`; ARES - use `ares-framework`; Giskard internals - use `giskard-rag`; shadow deploys - use `shadow-mode-deployment`
    28 repo stars
  73. ▌
    Query Transformations · claude-dev-suite
    Pre-retrieval query rewriting techniques. HyDE, multi-query, step-back, RAG-fusion with RRF, sub-query decomposition, query routing, and expansion. Full Python code per technique with LangChain and native Anthropic SDK. USE WHEN: user mentions "HyDE", "hypothetical document", "multi-query", "step-back prompting", "RAG-fusion", "query rewriting", "query decomposition", "query routing" DO NOT USE FOR: post-retrieval reranking - use `reranking`; sparse+dense fusion on retrieved docs - use `hybrid-search`; agent loops - use `agentic-rag`
    28 repo stars
  74. ▌
    Messaging Testing · claude-dev-suite
    Integration testing patterns for messaging brokers: Redis Pub/Sub, NATS, Pulsar, SQS, ActiveMQ, Azure Service Bus, and Google Pub/Sub. Container-based and emulator-based testing for Java, Node.js, and Python. USE WHEN: user mentions "messaging test", "redis pubsub test", "nats test", "pulsar test", "sqs test", "localstack test", "activemq test", "azure service bus test", "google pubsub test", "message queue test" DO NOT USE FOR: Kafka testing - use `messaging-testing-kafka`; RabbitMQ testing - use `messaging-testing-rabbitmq`; Generic testcontainers - use `testcontainers` skill
    28 repo stars
  75. ▌
    Express · claude-dev-suite bundle
    Express.js minimal Node.js web framework. Covers routing, middleware, error handling, and API design. Use when building Express APIs. USE WHEN: user mentions "Express", "express.js", "app.use", "middleware", "express Router", asks about "minimalist Node.js framework", "simple REST API", "lightweight web server", "Node.js middleware pattern" DO NOT USE FOR: Enterprise applications with DI - use `nestjs` instead, High-performance APIs - use `fastify` instead, Edge runtimes - use `hono` instead, Deno - use `oak` or `fresh` instead
    28 repo stars
  76. ▌
    Fastapi · claude-dev-suite bundle
    FastAPI modern Python web framework. Covers routing, Pydantic models, dependency injection, and async support. Use when building Python APIs. USE WHEN: user mentions "fastapi", "pydantic", "async python api", "python rest api", asks about "dependency injection python", "python openapi", "python swagger", "async endpoints", "python api validation", "fastapi middleware" DO NOT USE FOR: Django apps - use `django` instead, Flask apps - use `flask` instead, synchronous Python APIs without type hints, GraphQL-only APIs
    28 repo stars
  77. ▌
    Fastify · claude-dev-suite bundle
    Fastify high-performance Node.js framework. Covers routing, plugins, validation, and serialization. Use when building fast Node.js APIs. USE WHEN: user mentions "Fastify", "fastify", "TypeBox", "schema validation", asks about "fast Node.js framework", "high-throughput API", "JSON schema validation", "performance-critical backend", "plugin-based architecture" DO NOT USE FOR: Enterprise DI patterns - use `nestjs` instead, Minimalist approach - use `express` instead, Edge runtimes - use `hono` instead, Deno - use `oak` or `fresh` instead
    28 repo stars
  78. ▌
    Open Source · claude-dev-suite bundle
    Open source readiness best practices. Covers licensing, documentation, community health, CI/CD, compliance, legal, and packaging. USE WHEN: user mentions "open source", "license", "LICENSE", "CONTRIBUTING", "CODE_OF_CONDUCT", "CHANGELOG", "open source readiness", "community health", "OSS compliance", "SPDX", "CLA", "DCO", "OpenSSF", "SBOM", "release automation", "npm publish", "make project open source", "prepare for open source" DO NOT USE FOR: Git workflow and branching - use git-workflow skill, Code quality and linting - use qa-expert agent, CI/CD pipeline design - use devops-expert agent
    28 repo stars
  79. ▌
    Performance · claude-dev-suite bundle
    Web performance optimization. Covers frontend, backend, and database optimization. Use for performance reviews. USE WHEN: user mentions "performance", "slow", "optimization", "Core Web Vitals", "LCP", "INP", "CLS", "bundle size", "lazy load", "caching", "N+1 query", "memory leak", asks about "how to speed up", "improve performance", "reduce load time", "database optimization" DO NOT USE FOR: Algorithm complexity - use computer science fundamentals, Code quality/readability - use `clean-code` instead, Security optimization - use security-specific skills
    28 repo stars
  80. ▌
    Bitcoin Bip32 · claude-dev-suite
    BIP32 hierarchical deterministic key derivation: master key from seed, hardened vs unhardened derivation, xpub/xprv encoding, fingerprints, child-key chaining, key origin paths. USE WHEN: building HD wallets, deriving addresses, parsing xpubs, validating descriptors with key origin.
    28 repo stars
  81. ▌
    Bitcoin Ecdsa · claude-dev-suite
    ECDSA signatures over secp256k1: sign/verify, deterministic-k (RFC6979), low-s (BIP146), DER encoding, malleability, recoverable signatures. USE WHEN: signing legacy/SegWit-v0 inputs, verifying legacy signatures, debugging "non-canonical signature" errors.
    28 repo stars
  82. ▌
    Bitcoin Frost · claude-dev-suite
    FROST (Flexible Round-Optimised Schnorr Threshold): t-of-n threshold signing on secp256k1. n participants share a key via Distributed Key Generation (DKG) or trusted dealer; any t can produce a Schnorr signature. Differs from MuSig2 (which is n-of-n). USE WHEN: t-of-n threshold custody (e.g., 3-of-5 board signatures) with single-sig appearance on chain, federated services, multi-sig with availability.
    28 repo stars
  83. ▌
    Bitcoin Libraries Bcoin JS · claude-dev-suite
    bcoin: full-node Bitcoin implementation in JavaScript. Wallets, HTTP API, SPV mode. Alternative to running bitcoind. USE WHEN: needing a Node-native Bitcoin full node, evaluating alternative implementations.
    28 repo stars
  84. ▌
    Bitcoin Libraries Bitcoinj · claude-dev-suite
    bitcoinj: mature Java/Kotlin Bitcoin library. SPV node, wallet, HD derivation, used by BlueWallet (Android), older mobile wallets. USE WHEN: building JVM Bitcoin apps, Android-native wallet code.
    28 repo stars
  85. ▌
    Bitcoin Libraries Btcsuite · claude-dev-suite
    btcsuite: collection of Go Bitcoin libraries. btcec (secp256k1), btcutil (helpers), txscript (Script engine), wire (P2P). USE WHEN: building Bitcoin Go apps, integrating with LND / btcd.
    28 repo stars
  86. ▌
    Bitcoin Libraries Libwally · claude-dev-suite
    libwally-core: Blockstream's C library for wallet primitives. BIP32/39, PSBT, Liquid Confidential Transactions, BIP143, Schnorr. Bindings to Python, JS, Java, Swift. USE WHEN: building cross-language wallets via libwally bindings, integrating Liquid CT.
    28 repo stars
  87. ▌
    Bitcoin Libraries Nbitcoin · claude-dev-suite
    NBitcoin: comprehensive .NET / C# Bitcoin library. Used by BTCPay Server, NBXplorer, many .NET tools. Tx, Script, PSBT, BIP32, HW wallet integration. USE WHEN: building .NET Bitcoin apps, integrating with BTCPay ecosystem.
    28 repo stars
  88. ▌
    Bitcoin Libraries Rust Dlc · claude-dev-suite
    rust-dlc: Rust DLC implementation. Funding, CET construction, oracle attestation handling, refund logic. USE WHEN: building DLC apps in Rust, integrating oracle-driven Bitcoin contracts.
    28 repo stars
  89. ▌
    Lightning Channels · claude-dev-suite bundle
    Lightning channel mechanics: funding tx, commitment tx, anchor outputs, to_local / to_remote outputs, dual-funded (v2), zero-conf, wumbo, taproot channels, splicing. Quick refs: state machine, commitment tx structure, force-close flow. USE WHEN: opening/closing channels, debugging force-closes, designing channel UX, evaluating anchor vs static-remote-key tradeoffs.
    28 repo stars
  90. ▌
    Lightning Phoenixd · claude-dev-suite
    Phoenixd by ACINQ: headless server build of Phoenix wallet for self-hosting. Single-node Lightning daemon with batteries-included ACINQ swap-in / swap-out, BOLT12 receive, WebSocket payments API. USE WHEN: deploying a self-hosted minimal Lightning daemon for a service (point-of-sale, donation page, micro-merchant), avoiding full LND/CLN complexity.
    28 repo stars
  91. ▌
    Lightning Splicing · claude-dev-suite
    Channel splicing: splice-in (adding capacity) and splice-out (withdrawing) without closing the channel. Replaces "close and reopen" with one splice tx. USE WHEN: increasing/decreasing channel capacity in production, designing dynamic-balance LSP integrations, planning channel lifecycle.
    28 repo stars
  92. ▌
    Bitcoin Consensus · claude-dev-suite
    Bitcoin consensus rules: block validation, transaction validation, soft-fork activation mechanics (BIP9, BIP8, Speedy Trial), nLockTime / nSequence semantics, mempool policy vs consensus distinction. USE WHEN: discussing what makes a tx/block valid, soft-fork deployment, reorg handling, "is this consensus-valid".
    28 repo stars
  93. ▌
    Bitcoin Proposals · claude-dev-suite
    Soft-fork proposals NOT activated on mainnet: CTV (BIP119), APO/APOAS (BIP118), OP_VAULT (BIP345), OP_CAT reactivation, drivechains (BIP300/301), spacechains, CISA. Status, mechanics, controversy per proposal. USE WHEN: discussing covenants, evaluating L2 design that depends on unactivated opcodes, understanding the soft-fork pipeline.
    28 repo stars
  94. ▌
    Spring Data Jdbc · claude-dev-suite bundle
    Spring Data JDBC for simple, lightweight database access without JPA complexity. Covers aggregates, repositories, custom queries, and DDD patterns. USE WHEN: user mentions "spring data jdbc", "simple database access", "no JPA", "aggregate roots", "DDD with JDBC", "lightweight ORM", "@MappedCollection" DO NOT USE FOR: JPA/Hibernate features - use `spring-data-jpa` instead, reactive database - use `spring-r2dbc` instead, NoSQL - use respective skills
    28 repo stars
  95. ▌
    SQL Fundamentals · claude-dev-suite bundle
    Core SQL knowledge based on ANSI SQL standard. Covers DML (SELECT, INSERT, UPDATE, DELETE), DDL (CREATE, ALTER, DROP), joins, transactions, and fundamental database concepts. Foundation for all SQL database work. USE WHEN: user mentions "SQL basics", "SELECT", "JOIN", "INSERT", "UPDATE", "DELETE", "DDL", "DML", "transactions", "foreign keys", "indexes", asks about basic SQL queries DO NOT USE FOR: reviewing existing SQL - use `review/sql`, which covers the NULL, concurrency and plan defects nothing in the pipeline checks DO NOT USE FOR: advanced queries (CTEs, window functions) - use `sql-advanced` instead, PostgreSQL specifics - use `postgresql` instead, NoSQL - use `mongodb` or `redis` instead
    28 repo stars
  96. ▌
    Drift Detection · claude-dev-suite
    Detecting distributional drift in production embeddings. Metrics (KL, PSI, MMD, cosine-to-centroid), alerting thresholds, query-vs-corpus divergence, root-cause analysis, and embedding observability tooling (Arize, Fiddler). USE WHEN: user mentions "embedding drift", "distribution shift", "PSI", "KL divergence", "MMD", "embedding monitoring", "embedding observability", "model staleness", "production embedding quality" DO NOT USE FOR: evaluation of answer quality - use `rag-evaluation`; retraining embeddings - use `embedding-fine-tuning`; general model drift on tabular features - use an ML monitoring skill
    28 repo stars
  97. ▌
    Cloud Storage · claude-dev-suite
    Cloud object storage integration with AWS S3, Azure Blob Storage, and Google Cloud Storage. Covers presigned URLs, multipart uploads, bucket policies, lifecycle rules, and CDN integration. USE WHEN: user mentions "S3", "blob storage", "cloud storage", "object storage", "presigned URL", "file upload to cloud", "GCS", "Azure Blob", "bucket" DO NOT USE FOR: local file uploads - use `file-upload`; database BLOB columns; local filesystem operations
    28 repo stars
  98. ▌
    Svelte · claude-dev-suite bundle
    Svelte 5 with runes reactivity system. Covers components, state management, and reactive declarations. USE WHEN: user mentions "Svelte", "runes", "$state", "$derived", "$effect", "SvelteKit", asks about "Svelte 5 patterns", "reactive runes" DO NOT USE FOR: Svelte 4 and earlier - use Svelte 4 documentation, React - use `frontend-react`, Vue - use `vue-composition`, Angular - use `angular`
    28 repo stars
  99. ▌
    Gamedev 2d Art Tile Design · claude-dev-suite bundle
    Tile design for 2D games: autotiling math (Wang 4-bit, 16-bit, 47-tile, 256-tile blob), grid types (square / hex flat-top / hex pointy-top / staggered iso / true iso), terrain blending, transitional pieces, modular vs composite tilesets, 9-slice rendering. USE WHEN: planning tilesets, choosing autotile schemes, mixing terrains, designing isometric or hex maps, debugging tile transitions. DO NOT USE FOR: engine-specific tilemap APIs (Unity Tilemap component, Godot TileMap node) - use the engine skill (e.g., `unity-2d-tilemap`).
    28 repo stars
  100. ▌
    Unity 2d Animation · claude-dev-suite
    Unity 2D Animation — sprite sheet frame-by-frame, skeletal 2D animation (bones + skinning + IK), PSD Importer, Aseprite Importer, Sprite Library / Resolver for character variants. USE WHEN: animating characters/enemies, swapping outfits, IK for arms/legs, importing layered art (PSB/PSD/Aseprite), 2D rigging. DO NOT USE FOR: tilemap animation (use `unity-2d-tilemap` Animated Tile); 3D character animation (use `unity-physics-anim`); UI animations (use `unity-input-ui`).
    28 repo stars