claude-dev-suite

@claude-dev-suite source repo

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28 repo stars
2 weeks ago last updated

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Haystack · claude-dev-suite
Haystack 2.x pipeline architecture for RAG and LLM apps. Covers Components, Pipeline as DAG, document stores (InMemory, Elasticsearch, Weaviate, Pinecone, Qdrant), Embedders, Retrievers (BM25, embedding, hybrid), Generators, PromptBuilder, conditional routing, and evaluation components. USE WHEN: user mentions "Haystack", "deepset", "Haystack pipeline", "Component DAG", "DocumentStore", "BM25Retriever", "ConditionalRouter" DO NOT USE FOR: LlamaIndex specifics - use `llamaindex`; LangChain - use `langchain`; DSPy - use `dspy`

28 repo stars
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Batch Inference · claude-dev-suite
Batch RAG for high-volume ingest and bulk query scenarios. Covers OpenAI Batch API (50% discount, 24h SLA), Anthropic Message Batches API, Voyage AI and Cohere batch embeddings, ingestion-time vs query-time batching, async/Ray parallelism, parallel writes to vector DBs, and rate-limit coordination across workers. USE WHEN: user mentions "batch API", "OpenAI batch", "Anthropic batches", "bulk embedding", "Ray embeddings", "parallel ingest", "batch RAG" DO NOT USE FOR: streaming single-query latency - use `rag-production`; cost-dashboards - use `cost-allocation`; LLM gateway routing - use `llm-gateway`

28 repo stars
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Cost Allocation · claude-dev-suite
Per-tenant, per-feature, per-query RAG cost tracking. Covers token counting (tiktoken, Anthropic count_tokens), structured metadata logging, aggregation in BigQuery/Snowflake/ClickHouse, dashboards (Grafana, Metabase), LangSmith and Langfuse native cost reports, and budget alerts. Schema + example queries. USE WHEN: user mentions "RAG cost", "cost per tenant", "cost per query", "token counting", "chargeback", "showback", "LangSmith cost", "Langfuse cost", "budget alerts" DO NOT USE FOR: reducing cost - use `rag-production`; batch-discount strategy - use `batch-inference`; routing for cheaper models - use `llm-gateway`

28 repo stars
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Chunking Strategies · claude-dev-suite
Document chunking techniques for RAG. Fixed-size, recursive, semantic, token-based, document-aware, proposition, parent-child, sliding window, and Anthropic contextual retrieval. Tradeoff tables, LangChain and LlamaIndex code. USE WHEN: user mentions "chunking", "text splitter", "split documents", "semantic chunking", "contextual retrieval", "parent-child chunks", "proposition chunking" DO NOT USE FOR: retrieval after chunking - use `advanced-retrieval`; query-side transforms - use `query-transformations`; overall design - use `rag-architecture`

28 repo stars
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Long Context Vs RAG · claude-dev-suite
Decision framework: when long-context (Gemini 2M, Claude 200k, GPT 128k) beats RAG, hybrid approaches (RAG narrows, long-context reads), cost-quality-latency tradeoffs, lost-in-the-middle / context rot research, needle vs synthesis tasks, prompt caching economics, concrete $ per query math. USE WHEN: user mentions "long context vs RAG", "Gemini 2M", "lost in the middle", "context rot", "when not to use RAG", "stuff the prompt", "prompt caching cost" DO NOT USE FOR: implementing RAG - use `rag-architecture`; evaluating RAG - use `rag-evaluation`; chunking decisions alone - use `chunking-strategies`

28 repo stars
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Personalization RAG · claude-dev-suite
User-specific retrieval. Per-user namespaces/filters, preference embeddings, collaborative signals, reranking with user context (role, history, favorites), privacy-preserving design (encrypted metadata, differential privacy), GDPR- compliant personalization, long-term user memory with mem0/Zep/Letta, graph- based user-entity memory. USE WHEN: user mentions "personalized RAG", "user-specific RAG", "per-user retrieval", "mem0", "Zep", "Letta", "long-term memory", "user preferences RAG" DO NOT USE FOR: per-session chat memory - use `conversational-rag`; feedback-driven model updates - use `feedback-loops`; multi-tenant isolation only - use `rag-architecture`

28 repo stars
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Age Encryption · claude-dev-suite
age — modern file encryption format and tool by Filippo Valsorda. Replaces GPG for most use cases (encrypted backups, exports, secrets in CI). Covers age CLI, X25519 + Scrypt-based recipients, SSH key recipients, plugin system (YubiKey, Secure Enclave, age-keyring), Rust (`age` crate), Go (filippo.io/age), encrypted backup workflows for wallets. USE WHEN: user mentions "age", "age-encryption", "rage", "filippo.io/age", "ssh-rsa age", "age plugin", "age-yubikey", "age recipient", "age identity", ".age file", "age-keygen" DO NOT USE FOR: SQLite encryption - use `databases/sqlcipher` DO NOT USE FOR: General crypto primitives - use `security/libsodium` DO NOT USE FOR: GPG-specific workflows - use GPG-specific tooling DO NOT USE FOR: Real-time stream encryption - use `security/libsodium` (secretstream)

28 repo stars
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Storage Engines · claude-dev-suite
Storage-engine and database-internals architecture: B-tree vs LSM-tree, write- ahead logging, buffer/page cache, MVCC and concurrency control, durability/fsync, and compaction. Architect-level engine selection and data-path design. USE WHEN: designing or choosing a storage engine, "B-tree vs LSM", "WAL", "buffer pool", "MVCC", "compaction", "write amplification", "fsync/durability", embedded KV store, database internals, read/write-optimized store choice. DO NOT USE FOR: SQL query writing/ORM (use database/orm skills); data pipelines (use `data-intensive`); vector indexes (use vector-stores skills).

28 repo stars
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Fastapi Testing · claude-dev-suite
FastAPI integration testing specialist. Covers synchronous TestClient, async httpx AsyncClient, dependency injection overrides, auth testing (JWT, OAuth2, API keys), WebSocket testing, file uploads, background tasks, middleware testing, and HTTP mocking with respx, responses, and pytest-httpserver. USE WHEN: user mentions "FastAPI test", "TestClient", "httpx async test", "dependency override test", "respx mock", asks about testing FastAPI endpoints, authentication in tests, or HTTP client mocking. DO NOT USE FOR: Django - use `pytest-django`; pytest internals - use `pytest`; Container infrastructure - use `testcontainers-python`

28 repo stars
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Testing Library · claude-dev-suite bundle
Testing Library for UI testing. Covers queries, user events, and async utilities. Use for React/Vue component testing. USE WHEN: user mentions "testing library", "react testing", "component test", asks about "screen.getByRole", "userEvent", "render", "fireEvent", "waitFor", "accessibility testing" DO NOT USE FOR: E2E tests - use `playwright` or `cypress`; Unit tests - use `vitest` or `jest`; API testing - use framework HTTP clients; Non-UI logic - use unit testing

28 repo stars
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Langchain · claude-dev-suite
LangChain framework for LLM application development. Covers chains, agents, tools, RAG pipelines, vector stores, memory, and LangChain Expression Language (LCEL). Python and TypeScript/JavaScript. USE WHEN: user mentions "langchain", "LLM chain", "AI agent", "LCEL", "retrieval chain", "LangChain tools", "LangSmith", "LangGraph" DO NOT USE FOR: direct API calls without framework - use Claude/OpenAI SDK; vector database specifics - use `vector-databases`; RAG architecture patterns - use `rag-patterns`

28 repo stars
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Fiber · claude-dev-suite bundle
Fiber Go web framework inspired by Express. Covers routing, middleware, context, WebSocket, and prefork. Use for Express-like Go development. USE WHEN: user mentions "fiber", "gofiber", "express-like go", "fasthttp go", asks about "fiber middleware", "fiber context", "fiber prefork", "fiber websocket", "go express", "fast go framework" DO NOT USE FOR: Gin projects - use `gin` instead, Echo projects - use `echo` instead, Chi projects - use `chi` instead, standard net/http compatibility required

28 repo stars
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Flask · claude-dev-suite bundle
Flask lightweight Python framework. Covers routing, blueprints, and extensions. Use for simple Python APIs and microservices. USE WHEN: user mentions "flask", "flask blueprints", "python microservice", asks about "flask-restful", "flask extensions", "lightweight python api", "flask-sqlalchemy", "flask-jwt", "flask middleware" DO NOT USE FOR: Django projects - use `django` instead, FastAPI with type validation - use `fastapi` instead, async-first APIs, applications requiring built-in admin panel

28 repo stars
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Fresh · claude-dev-suite bundle
Fresh Deno web framework. Covers islands architecture, file-based routing, handlers, signals, and plugins. Use for server-rendered Deno applications. USE WHEN: user mentions "Fresh", "fresh", "islands architecture", "Deno SSR", "file-based routing in Deno", asks about "Preact SSR", "server-rendered Deno apps", "Deno web framework with hydration", "zero-config Deno framework" DO NOT USE FOR: Node.js apps - use `nextjs` or `remix` instead, Pure API servers - use `oak` instead, Edge runtimes - use `hono` instead, Static sites - use SSG tools like Astro

28 repo stars
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Bitcoin L2 Rootstock Rsk · claude-dev-suite
Rootstock (RSK): EVM-compatible Bitcoin sidechain with merge mining and federation peg. RBTC native token, 30-second blocks, Solidity smart contracts. USE WHEN: building Bitcoin DeFi via EVM contracts, integrating RSK peg, comparing with Stacks / Liquid.

28 repo stars
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Bitcoin Libraries Lnd Go · claude-dev-suite
lnd Go libraries: lnrpc (gRPC client), chantools (channel utilities), loopd (Loop client), poold (Pool client), neutrino (BIP157/158 SPV). USE WHEN: building Go apps integrating with LND, Loop, or running Neutrino light clients.

28 repo stars
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Lightning Bolt12 · claude-dev-suite
BOLT12 offers: reusable invoices, blinded paths, recurring payments, multi-asset (Taproot Assets layered). Replaces BOLT11 for many use cases. USE WHEN: implementing/integrating offers, designing recurring payments, evaluating BOLT11 vs BOLT12 trade-offs.

28 repo stars
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Lightning Eclair · claude-dev-suite
Eclair Lightning implementation by ACINQ: Scala/Akka, eclair-cli, plugin system, primarily backend service. Powers Phoenix wallet's server side and ACINQ's main routing node. USE WHEN: deploying Eclair as backend, integrating with ACINQ's Phoenix backend, evaluating Scala/JVM Lightning options.

28 repo stars
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Lightning Gossip · claude-dev-suite
BOLT 7 gossip: node_announcement, channel_announcement, channel_update. Sync via gossip_queries, channel range queries, gossip rate limiting, pruning stale announcements. USE WHEN: implementing/debugging gossip sync, managing graph storage, designing rate limits.

28 repo stars
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Bitcoin Privacy Coinjoin · claude-dev-suite
CoinJoin: collaborative tx where multiple users combine inputs to break common-input-ownership heuristic. Wabisabi (Wasabi 2.0), Whirlpool (Samourai), JoinMarket maker/taker. USE WHEN: implementing CoinJoin coordinator/client, evaluating privacy gain, designing post-CoinJoin hygiene.

28 repo stars
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Bitcoin Scripts · claude-dev-suite bundle
Bitcoin Script language: stack execution model, opcodes, all output types (P2PK, P2PKH, P2SH, P2WPKH, P2WSH, P2TR, Tapscript), witness construction, sig encoding (DER/Schnorr). Quick refs: opcode reference, output-type construction, Tapscript diff vs legacy. USE WHEN: writing/decoding scriptPubKey, building scriptSig/witness, understanding "what does this script do", reading raw txs.

28 repo stars
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Bitcoin Taproot · claude-dev-suite bundle
Taproot soft fork: BIP340 (Schnorr signatures), BIP341 (key tweak + script-path), BIP342 (Tapscript). x-only pubkeys, key-path vs script-path spending, control block, leaf versions, taptweak math. Quick refs: tweak math, control block layout, sighash differences, building a taptree. USE WHEN: building/spending P2TR outputs, designing taptrees, reasoning about Schnorr-only contexts.

28 repo stars
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Bitcoin Rbf Cpfp · claude-dev-suite
Replace-by-Fee (BIP125, full-RBF) and Child-Pays-For-Parent fee bumping. Mempool ancestor/descendant rules, package CPFP (BIP331), TRUC v3 (BIP431). Wallet-level fee bump strategies. USE WHEN: implementing fee bumping, debugging "stuck transaction", designing wallet UX for fee acceleration.

28 repo stars
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Pydantic · claude-dev-suite
Pydantic v2 data validation library. Covers BaseModel, field validators, custom types, serialization, and schema generation. Use when validating data structures, parsing configs, or defining typed data models in Python. USE WHEN: user mentions "pydantic", "BaseModel", "Field()", "model_validator", "field_validator", "Annotated", "model_dump", "model_validate", "pydantic settings", "pydantic v2" DO NOT USE FOR: TypeScript types/interfaces, SQLAlchemy ORM models, dataclasses

28 repo stars
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Late Chunking · claude-dev-suite
Late chunking (Jina method): embed the full document with a long-context encoder, then mean-pool token embeddings per chunk. Preserves cross-chunk context lost by traditional chunk-then-embed pipelines. USE WHEN: user mentions "late chunking", "Jina late chunking", "long-context embeddings", "cross-chunk context", "mean pool token embeddings", "jina-embeddings-v3", "token-level pooling for retrieval" DO NOT USE FOR: choosing chunk sizes - use `chunking-strategies`; picking an embedder - use `embedding-models`; fine-tuning - use `embedding-fine-tuning`

28 repo stars
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File Upload · claude-dev-suite
Server-side file upload handling. Covers Multer (Node.js/Express), FastAPI UploadFile (Python), Spring MultipartFile (Java). File validation, streaming, size limits, and storage strategies. USE WHEN: user mentions "file upload", "multipart", "multer", "upload endpoint", "form data", "file validation", "image upload", "MultipartFile", "UploadFile" DO NOT USE FOR: cloud storage (S3/GCS/Azure) - use `cloud-storage`; file download/export - use `data-export`

28 repo stars
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Unity 2d Cameras · claude-dev-suite
Unity 2D cameras — Cinemachine 2D (CinemachineCamera, Confiner 2D, Framing Transposer, Group Composer), Pixel Perfect Camera, parallax via cameras vs sprites, screen shake, target groups, virtual camera priorities. USE WHEN: setting up smooth 2D camera follow, framing rules, level-bound confiners, dynamic groups (multiple players), screen shake, pixel-perfect rendering of camera motion. DO NOT USE FOR: 3D Cinemachine (covered separately under unity-rendering / unity-physics-anim); UI cameras (use `unity-input-ui`).

28 repo stars
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Unity 2d Physics · claude-dev-suite
Unity 2D physics — Rigidbody2D body types, Collider2D shapes, joints, effectors, layer collision matrix, contact filters, IEEE physics gotchas in 2D, raycast/overlap APIs. USE WHEN: tuning Rigidbody2D movement, joint setups (hinge/spring/distance/ slider), one-way platforms, conveyor belts, area effects, layered collisions, raycast queries. DO NOT USE FOR: 3D physics (use `unity-physics-anim`); platformer character movement (use `unity-2d-gameplay`); tilemap collision (use `unity-2d-tilemap`).

28 repo stars
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Unity 2d Tilemap · claude-dev-suite
Unity 2D Tilemap — Grid + Tilemap, Rule Tiles, Animated Tiles, Tile Palette, Hexagonal/Isometric grids, Composite Collider 2D + Tilemap Collider 2D, procedural tilemap generation. USE WHEN: building level geometry from tiles, painting auto-tiling terrain, isometric/hex maps, optimising tilemap colliders, runtime tilemap generation. DO NOT USE FOR: free-form sprites (use `unity-2d-core`); platforming movement (use `unity-2d-gameplay`); 2D physics general topics (use `unity-2d-physics`).

28 repo stars
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Dcs Platforms · claude-dev-suite
Reference for major DCS/PLC platforms - ABB Freelance, Siemens PCS7/TIA Portal, Emerson DeltaV, Honeywell Experion. Use when comparing platforms, mapping function blocks across vendors, or designing cross-platform solutions.

28 repo stars
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Isa Standards · claude-dev-suite
ISA-5.1 tag naming, ISA-88 batch control, ISA-95 enterprise integration, ISA-18.2 alarm management, and ISA-101 HMI standards reference. Use when working with instrument tags, naming conventions, or plant hierarchy.

28 repo stars
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Terraform · claude-dev-suite
Terraform infrastructure as code. HCL syntax, providers (AWS, Azure, GCP), modules, state management, workspaces, and production patterns. USE WHEN: user mentions "Terraform", "HCL", "infrastructure as code", "IaC", "terraform plan", "terraform apply", "tfstate", "OpenTofu" DO NOT USE FOR: Kubernetes manifests - use `kubernetes`; Docker - use `docker`; Pulumi - different IaC tool

28 repo stars
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Wireguard · claude-dev-suite
WireGuard VPN setup on Linux. Covers server config, client config, key management, NAT/IP forwarding, peer management, split tunnel, full tunnel, and site-to-site. USE WHEN: user mentions "wireguard", "wg0", "wg-quick", "wireguard vpn", "wireguard server setup", "wireguard peer", "wireguard keys", "wireguard client", "wireguard nat", "wireguard iptables", "wireguard split tunnel", "wireguard qr code", "wg genkey", "wireguard site-to-site", "wireguard keepalive" DO NOT USE FOR: OpenVPN setups - different tool and protocol, IPsec / IKEv2 VPNs, Tailscale or Netbird (they use WireGuard underneath but have their own CLIs), Cloud VPN gateways (AWS VPN, GCP Cloud VPN)

28 repo stars
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Contextual Retrieval · claude-dev-suite
Anthropic's Contextual Retrieval technique in depth. Prepend LLM-generated chunk-specific context (Claude Haiku) to each chunk before indexing. Combines contextual BM25 + contextual embeddings + reranking for up to 67% retrieval failure reduction. Full production pipeline with prompt caching (90% cost cut), batch processing, and eval numbers. USE WHEN: user mentions "contextual retrieval", "contextual embeddings", "Anthropic contextual retrieval", "chunk context", "contextual BM25", "49% retrieval improvement" DO NOT USE FOR: generic chunking - use `chunking-strategies`; hybrid search fundamentals - use `hybrid-search`; reranking on its own - use `reranking`

28 repo stars
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Time Aware Retrieval · claude-dev-suite
Temporal awareness in RAG. Recency bias weighting, exponential decay scoring, time-range filtering, LLM-based date extraction ("last quarter", "yesterday"), temporal knowledge graphs, freshness vs authority tradeoff, event-based retrieval, timestamp metadata, differential reindexing of old vs fresh docs. USE WHEN: user mentions "time-aware RAG", "recency bias", "temporal retrieval", "freshness", "date filter", "temporal knowledge graph", "exponential decay" DO NOT USE FOR: static metadata filters generally - use `self-querying-retriever`; CDC for ingestion - use `cdc-streaming-ingestion`; evaluation of time-sensitive answers - use `rag-evaluation`

28 repo stars
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Dotnet Security · claude-dev-suite
.NET and ASP.NET Core security patterns. Covers Identity, authentication, dependency auditing, secure coding practices, and OWASP for .NET ecosystem. USE WHEN: user works with "C#", ".NET", "ASP.NET Core", "Entity Framework", asks about ".NET vulnerabilities", "NuGet security", ".NET authentication", "Blazor security" DO NOT USE FOR: general OWASP concepts - use `owasp` or `owasp-top-10` instead, Java/Python security - use language-specific skills

28 repo stars
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Python Security · claude-dev-suite
Python security patterns for Django, FastAPI, and Flask. Covers Bandit, Safety, secure coding practices, and OWASP for Python ecosystem. USE WHEN: user works with "Python", "Django", "FastAPI", "Flask", asks about "Python vulnerabilities", "pip security", "Bandit", "Python injection", "Python authentication" DO NOT USE FOR: general OWASP concepts - use `owasp` or `owasp-top-10` instead, Node.js/Java security - use language-specific skills

28 repo stars
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Bitcoin L2 Hemi · claude-dev-suite
Hemi Network: hybrid Bitcoin + Ethereum L2 with "superfinality" via Bitcoin PoW. ~$1.2B TVL, 90+ protocols (early 2026). USE WHEN: building cross-chain DeFi, evaluating Hemi vs BOB.

28 repo stars
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Mysql · claude-dev-suite bundle
MySQL relational database. Covers queries, indexes, and optimization. Use when working with MySQL databases. USE WHEN: user mentions "mysql", "mariadb", asks about "AUTO_INCREMENT", "ON DUPLICATE KEY UPDATE", "GROUP_CONCAT", "mysql specific syntax" DO NOT USE FOR: PostgreSQL - use `postgresql` instead, MongoDB - use `mongodb` instead, Oracle - use `oracle` instead, SQL Server - use `sqlserver` instead

28 repo stars
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Plsql · claude-dev-suite bundle
Oracle PL/SQL procedural language. Covers stored procedures, functions, packages, triggers, cursors, collections, and exception handling. Use for Oracle database server-side programming. USE WHEN: user mentions "plsql", "Oracle procedures", "Oracle packages", "Oracle triggers", "BULK COLLECT", "FORALL", "DBMS_OUTPUT", "Oracle functions" DO NOT USE FOR: basic Oracle SQL - use `oracle` instead, PostgreSQL - use `plpgsql` instead, T-SQL - use `tsql` instead

28 repo stars
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Redis · claude-dev-suite bundle
Redis in-memory data store. Covers data structures, caching, and pub/sub. Use for caching and real-time features. USE WHEN: user mentions "redis", "caching", "session storage", "rate limiting", "pub/sub", "sorted sets", "in-memory database", "cache invalidation" DO NOT USE FOR: relational data - use `postgresql` or `mysql` instead, document storage - use `mongodb` instead, full-text search - use `elasticsearch` instead

28 repo stars
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Swift · 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: 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
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Logback · claude-dev-suite
Logback - flexible and powerful logging framework for Java and Spring Boot applications. Successor to Log4j with native SLF4J support, async logging, and automatic file rotation. USE WHEN: user mentions "logback", "spring boot logging", "java logging configuration", asks about "logback-spring.xml", "rolling file appender", "async logging in java" DO NOT USE FOR: SLF4J API usage - use `slf4j` instead, Log4j2 - use separate Log4j2 skill, Node.js logging - use `winston` or `pino` instead, Python logging - use `python-logging` instead

28 repo stars
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Winston · claude-dev-suite
Winston - versatile logging library for Node.js with multiple transports, custom formatting, and log rotation. Supports structured logging, custom levels, and enterprise integration. USE WHEN: user mentions "winston", "node.js logging", "multiple transports", "log rotation", asks about "how to log to multiple destinations", "rotate log files in Node.js", "custom log formats" DO NOT USE FOR: Pino logging - use `pino` instead, Python logging - use `python-logging` instead, Java logging - use `slf4j` or `logback` instead

28 repo stars
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Kafka · claude-dev-suite
Apache Kafka event streaming platform. Covers producers, consumers, topics, partitions, Kafka Streams, and Connect. Use for high-throughput event-driven architectures and real-time data pipelines. USE WHEN: user mentions "kafka", "event streaming", "kafka streams", "consumer groups", "topic partitions", asks about "high throughput messaging", "event sourcing", "log aggregation", "real-time pipelines" DO NOT USE FOR: simple queues - use `rabbitmq` or `activemq`; cloud-native lightweight - use `nats`; AWS-native - use `sqs`; Azure-native - use `azure-service-bus`; GCP-native - use `google-pubsub`

28 repo stars
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Drizzle · claude-dev-suite bundle
Drizzle ORM for TypeScript. Covers schema definition, queries, and migrations. Use for type-safe SQL with minimal overhead. USE WHEN: user mentions "drizzle", "drizzle-orm", "drizzle-kit", "pgTable", "mysqlTable", asks about "lightweight orm", "sql-like orm", "drizzle schema", "drizzle migrations", "drizzle studio", "type-safe sql builder" DO NOT USE FOR: Prisma projects - use `prisma` skill; TypeORM - use `typeorm` skill; raw SQL - use `database-query` MCP; SQLAlchemy - use `sqlalchemy` skill; NoSQL databases - use `mongodb` skill

28 repo stars
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Typeorm · claude-dev-suite bundle
TypeORM for TypeScript/JavaScript. Covers entities, repositories, and relations. Use with SQL databases. USE WHEN: user mentions "typeorm", "@Entity", "Repository", "DataSource", "QueryBuilder", "typeorm migration", asks about "decorators for database", "active record pattern", "entity relationships", "typeorm relations" DO NOT USE FOR: Prisma projects - use `prisma` skill; Drizzle - use `drizzle` skill; SQLAlchemy (Python) - use `sqlalchemy` skill; raw SQL - use `database-query` MCP; NoSQL - use `mongodb` skill; Sequelize - not supported

28 repo stars
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Stripe · claude-dev-suite
Stripe payment processing. Covers Checkout Sessions, Payment Intents, Subscriptions, Webhooks, idempotency, and Stripe.js frontend integration. USE WHEN: user mentions "stripe", "payment", "checkout", "subscription billing", "payment intent", "payment gateway", "credit card", "invoice", "Stripe.js" DO NOT USE FOR: PayPal-only integration; cryptocurrency payments; accounting software

28 repo stars
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Agentic RAG · claude-dev-suite
Agent-driven RAG patterns. Self-RAG, Corrective RAG (CRAG) with web fallback, Adaptive RAG with routing classifier, ReAct with retrieval tool, multi-hop retrieval, plan-and-execute, LangGraph state machines for RAG. USE WHEN: user mentions "agentic RAG", "Self-RAG", "Corrective RAG", "CRAG", "Adaptive RAG", "multi-hop retrieval", "LangGraph RAG", "ReAct RAG", "plan and execute RAG" DO NOT USE FOR: static retrieval pipelines - use `rag-architecture`; query rewriting only - use `query-transformations`; evaluation - use `rag-evaluation`

28 repo stars
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Giskard RAG · claude-dev-suite
Giskard RAGET (RAG Evaluation Toolkit): automatic testset generation (simple / complex / distracting / conversational), component-level scoring (retriever / generator / rewriter), hallucination and bias tests, CI integration. Compared to RAGAS and DeepEval. USE WHEN: user mentions "Giskard", "RAGET", "Giskard RAG toolkit", "automatic testset generation", "component-level RAG scoring", "hallucination test Giskard" DO NOT USE FOR: general RAGAS usage - use `rag-evaluation`; Stanford ARES - use `ares-framework`; CI/CD wiring - use `continuous-evaluation`

28 repo stars
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RAG Caching · claude-dev-suite
Caching strategies across the RAG stack. Semantic caching with GPTCache and LangChain, Redis-based embedding-similarity cache, cache key design, TTL/invalidation, partial caching (cache retrieval only), provider-native prompt caching (Anthropic, OpenAI), and hierarchical L1/L2 caches. USE WHEN: user mentions "semantic cache", "GPTCache", "LLM cache", "prompt caching", "Redis vector cache", "cache invalidation for RAG", "reduce LLM cost", "latency reduction LLM" DO NOT USE FOR: retrieval accuracy - use `rag-patterns`; groundedness checks - use `rag-guardrails`; incremental indexing - use `rag-production`

28 repo stars
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Tabular RAG · claude-dev-suite
Structured data + RAG. NL2SQL hybrid patterns (text-to-SQL then execute vs embed rows), table embedding strategies (row-level, schema-level, hybrid), semantic layer integration (Cube, dbt metrics), LangChain SQLDatabaseChain, LlamaIndex PandasQueryEngine, safe SQL execution (read-only, sandboxed), schema-aware retrieval. Full PostgreSQL + pgvector hybrid code. USE WHEN: user mentions "tabular RAG", "NL2SQL", "text to SQL", "RAG on tables", "database RAG", "SQL RAG", "semantic layer", "structured data RAG" DO NOT USE FOR: unstructured doc RAG - use `rag-architecture`; metadata filtering only - use `self-querying-retriever`; KG retrieval - use `graph-rag`

28 repo stars
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Cypress · claude-dev-suite bundle
Cypress E2E testing framework. Covers commands, assertions, and component testing. Use for end-to-end testing. USE WHEN: user mentions "cypress", "e2e test", "cy.get", "cy.visit", asks about "cypress intercept", "component testing", "cypress commands" DO NOT USE FOR: Unit tests - use `vitest` or `jest`; Multi-tab scenarios - Cypress doesn't support; Native mobile apps - use Appium; Performance testing - use dedicated tools

28 repo stars
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Maestro · claude-dev-suite
Maestro — declarative E2E mobile UI testing framework by mobile.dev. YAML-based flow files, single tool for Android + iOS (and Compose Multiplatform / Flutter / React Native). Built-in cloud runner, recording mode, JS scripting for complex assertions, screen state diffing, no flakiness from explicit waits. USE WHEN: user mentions "Maestro", "maestro test", "mobile E2E", "cross-platform UI test", "maestro studio", "mobile.dev cloud", ".maestro" folder, "launchApp" YAML DO NOT USE FOR: web E2E - use `testing/playwright` DO NOT USE FOR: unit tests - use `testing/kotest`, `testing/vitest`, etc. DO NOT USE FOR: instrumented Android tests - use Espresso/Compose Test DO NOT USE FOR: snapshot tests - use `testing/compose-snapshot`

28 repo stars
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Turbine · claude-dev-suite
Turbine — small Kotlin testing library for kotlinx.coroutines Flows. Provides ergonomic API to test Flow emissions deterministically: awaitItem, expectMostRecentItem, awaitComplete, awaitError. Works with StateFlow, SharedFlow, Channel-backed flows, combine/map/debounce. KMP-friendly. USE WHEN: user mentions "Turbine", "app.cash.turbine", ".test {}", "awaitItem", "Flow testing", "StateFlow test", "SharedFlow test", "expectMostRecentItem", "cancelAndIgnoreRemainingEvents" DO NOT USE FOR: Mobile E2E - use `testing/maestro` DO NOT USE FOR: Compose snapshot - use `testing/compose-snapshot` DO NOT USE FOR: Generic Kotlin testing - use `testing/kotest` DO NOT USE FOR: Suspend function (non-Flow) testing - use `kotlinx-coroutines-test` directly

28 repo stars
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Ddd · claude-dev-suite
Domain-Driven Design patterns. Bounded contexts, aggregates, entities, value objects, domain events, repositories, and application services. Strategic and tactical DDD for complex business domains. USE WHEN: user mentions "DDD", "Domain-Driven Design", "bounded context", "aggregate", "value object", "domain event", "ubiquitous language", "aggregate root", "domain service" DO NOT USE FOR: database schema design - use database skills; CQRS/Event Sourcing specifics - use `event-sourcing-cqrs`

28 repo stars
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Bitcoin Core Rpc · claude-dev-suite
Bitcoin Core JSON-RPC interface: authentication (cookie, rpcauth), wallet vs node RPCs, common verbs (getblockchaininfo, getrawtransaction, scantxoutset, importdescriptors, walletprocesspsbt, submitpackage, testmempoolaccept), error handling. USE WHEN: scripting bitcoind, integrating a service, debugging RPC errors.

28 repo stars
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Bitcoin Core Zmq · claude-dev-suite
ZeroMQ notifications from Bitcoin Core: rawblock, rawtx, hashblock, hashtx, sequence. Subscribe over TCP/IPC, integration patterns for Electrs, BTCPay, Lightning nodes. USE WHEN: building real-time integrations with bitcoind, monitoring mempool sequence, integrating LN nodes.

28 repo stars
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Bitcoin L2 Bitvm · claude-dev-suite
BitVM, BitVM2, BitVM3: off-chain computation framework using optimistic challenge games on Bitcoin script. Foundation for trust-minimized bridges to L2s and PoS chains. USE WHEN: building trust-minimized bridges, understanding ZK rollup peg-out mechanisms, evaluating bridge security models.

28 repo stars
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Bitcoin L2 Cashu · claude-dev-suite
Cashu: single-mint Chaumian e-cash for Bitcoin Lightning. NUTs (Notation, Usage, and Terminology specs) define mint protocol, payment flow, blind signatures. USE WHEN: integrating Cashu mints/wallets, building NUT-compliant apps, comparing with Fedimint.

28 repo stars
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Bitcoin L2 Spark · claude-dev-suite
Spark by Lightspark: statechain-derived L2 with FROST threshold signatures, leaf architecture, Lightning compatibility. Beta launched April 2025; managed by Spark Operators (SOs). USE WHEN: integrating with Spark, evaluating Spark vs Ark vs Lightning, designing leaf-based UTXO trees.

28 repo stars
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Pnpm · claude-dev-suite
pnpm package manager. Fast, disk-efficient with excellent monorepo support. Use when managing dependencies or setting up monorepos. USE WHEN: user mentions "pnpm", "pnpm workspace", "pnpm-workspace.yaml", asks about "pnpm commands", "pnpm install", "workspace protocol" DO NOT USE FOR: npm (use standard npm commands), yarn (use yarn commands), bun package manager

28 repo stars
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Vite · claude-dev-suite
Vite frontend build tool and dev server. Fast HMR and optimized builds. USE WHEN: user mentions "Vite", "vite config", "vite.config", asks about "Vite setup", "Vite dev server", "Vite build", "fast HMR" DO NOT USE FOR: Webpack projects (use webpack skill), Next.js (uses its own bundler), Create React App (uses Webpack), library builds with Rollup only

28 repo stars
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Serverless · claude-dev-suite
Serverless computing patterns. AWS Lambda, Azure Functions, GCP Cloud Functions. Deployment frameworks: Serverless Framework, AWS SAM, SST. Cold starts, event sources, and production optimization. USE WHEN: user mentions "serverless", "Lambda", "cloud function", "Azure Functions", "SAM", "SST", "Serverless Framework", "cold start", "FaaS" DO NOT USE FOR: container orchestration - use `kubernetes` or `docker`; always-on servers - use backend framework skills

28 repo stars
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Flyway · claude-dev-suite
Flyway database migrations for Spring Boot applications. Covers migration scripts, versioning, callbacks, and rollback strategies. Based on production patterns from castellino and gestionale-presenze projects. USE WHEN: user mentions "flyway", "database versioning", "Java migrations", "Spring Boot migrations", "V1__", "migration checksum" DO NOT USE FOR: general migration strategies - use `migrations` instead, Liquibase - use specific tool skill, Prisma/TypeORM - use respective skills

28 repo stars
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Oracle · claude-dev-suite bundle
Oracle Database specific features. Covers data types, sequences, synonyms, partitioning, and Oracle-specific SQL syntax. Use for Oracle database work. USE WHEN: user mentions "oracle", "oracle database", "sequences", "synonyms", "DUAL", "SYSDATE", "NVL", "DECODE", "Oracle partitioning", "Oracle specifics" DO NOT USE FOR: PostgreSQL - use `postgresql` instead, SQL Server - use `sqlserver` instead, PL/SQL programming - use `plsql` instead

28 repo stars
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Electron · claude-dev-suite bundle
Electron framework for building cross-platform desktop applications with JavaScript, HTML, and CSS. Covers architecture, IPC, security, packaging, auto-updates, and backend integration patterns. USE WHEN: user mentions "Electron", "desktop app", "cross-platform application", asks about "IPC", "main process", "renderer process", "Electron packaging", "auto-updates", "code signing", "Electron security" DO NOT USE FOR: Tauri applications - use `tauri` skill instead

28 repo stars
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Unity Xr · claude-dev-suite
Unity XR — XR Interaction Toolkit 3.x (Interactor/Interactable/Manipulation), AR Foundation (planes, anchors, image tracking, body tracking), OpenXR, hand tracking on Quest/Vision OS. USE WHEN: VR/AR/MR projects, integrating XR controllers, AR plane detection, XR locomotion, hand tracking, eye tracking, OpenXR features. DO NOT USE FOR: regular 3D gameplay (use `unity-physics-anim`); rendering pipeline (use `unity-rendering` — XR has URP-specific considerations).

28 repo stars
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Csharp · 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: TypeScript - use `typescript`, Java - use Java skills, F# or VB.NET specific features

28 repo stars
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Kotlin · 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: 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
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Lombok · claude-dev-suite
Project Lombok for reducing Java boilerplate. Covers annotations for getters, setters, constructors, builders, logging, and more. Based on production patterns from castellino and gestionale-presenze projects. USE WHEN: user mentions "lombok", "@Data", "@Builder", "@Slf4j", asks about "boilerplate reduction", "getters/setters", "@RequiredArgsConstructor", "@Value" DO NOT USE FOR: Java language features - use `java` skill instead DO NOT USE FOR: MapStruct integration - use `mapstruct` skill DO NOT USE FOR: Spring annotations - use `backend-spring-boot` skill

28 repo stars
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Nodejs · 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: 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
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Python · 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: 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
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Uniffi · claude-dev-suite bundle
UniFFI by Mozilla — generates idiomatic Kotlin, Swift, Python, and Ruby bindings from a Rust crate. Covers UDL definition, proc-macro mode, async support, callback interfaces, error handling, custom types, and the Kotlin Multiplatform fork (uniffi-kotlin-multiplatform-bindings) used by BDK, Breez SDK, CDK, LWK. USE WHEN: user mentions "UniFFI", "Rust to Kotlin", "Rust to Swift", "FFI bindings", "uniffi-rs", "UDL file", "uniffi-bindgen", "BDK bindings", "Breez SDK bindings", "kotlin-multiplatform-bindings", "Mozilla UniFFI" DO NOT USE FOR: Raw C FFI - use `languages/swift` interop quick-ref + Rust core DO NOT USE FOR: WebAssembly bindings - use wasm-bindgen DO NOT USE FOR: Flutter/Rust bridge - use `flutter_rust_bridge` skill if exists DO NOT USE FOR: React Native - use `uniffi-bindgen-react-native` (out of scope here)

28 repo stars
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Pulsar · claude-dev-suite
Apache Pulsar cloud-native messaging and streaming. Covers topics, subscriptions, Pulsar Functions, and geo-replication. Use for multi-tenant, geo-distributed messaging systems. USE WHEN: user mentions "pulsar", "bookkeeper", "multi-tenancy", "geo-replication", "pulsar functions", asks about "cloud-native streaming", "tenant isolation", "global messaging" DO NOT USE FOR: simple queues - use `rabbitmq` or `sqs`; AWS-native - use `sqs`; Azure-native - use `azure-service-bus`; GCP-native - use `google-pubsub`; lightweight - use `nats`; JMS - use `activemq`

28 repo stars
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Nodejs Profiling · claude-dev-suite
Node.js performance profiling with V8 CPU profiler, heap analysis, and perf_hooks. Use for identifying bottlenecks and memory leaks. USE WHEN: user mentions "Node.js performance", "profiling", "memory leak", asks about "V8 profiler", "heap snapshot", "CPU profile", "perf_hooks", "event loop lag", "Node.js optimization" DO NOT USE FOR: Java/Python profiling - use respective skills instead

28 repo stars
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Python Profiling · claude-dev-suite
Python performance profiling with cProfile, tracemalloc, and line_profiler. Use for identifying bottlenecks and memory issues. USE WHEN: user mentions "Python profiling", "cProfile", "memory profiling", asks about "Python performance", "tracemalloc", "line_profiler", "py-spy", "Python optimization", "Python memory leak" DO NOT USE FOR: Java/Node.js profiling - use respective skills instead

28 repo stars
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RAG Security · claude-dev-suite
Security controls for RAG. Indirect prompt-injection via retrieved documents, PII detection/redaction (Microsoft Presidio, AWS Comprehend), multi-tenant isolation, ACL-aware retrieval with row-level/metadata filtering, data-leakage prevention, jailbreak hardening on retrieved context, GDPR right-to-be-forgotten in vector DBs. USE WHEN: user mentions "prompt injection RAG", "indirect prompt injection", "PII redaction", "Presidio", "ACL RAG", "row-level security", "multi-tenant RAG isolation", "GDPR vector DB", "right to be forgotten", "jailbreak", "data leakage RAG" DO NOT USE FOR: hallucination detection - use `rag-guardrails`; tenancy scaling patterns - use `rag-production`; audit tracing schema - use `rag-observability`

28 repo stars
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Webrtc · claude-dev-suite
WebRTC peer-to-peer communication. Signaling, ICE/STUN/TURN, media streams, data channels, screen sharing, and SFU integration (mediasoup, LiveKit). USE WHEN: user mentions "WebRTC", "video call", "peer-to-peer", "P2P", "screen sharing", "data channel", "STUN", "TURN", "mediasoup", "LiveKit" DO NOT USE FOR: server-to-client streaming - use `sse`; chat messaging - use `socket-io`

28 repo stars
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Radix UI · claude-dev-suite
Radix UI unstyled accessible React components. Headless primitives. USE WHEN: user mentions "Radix", "Radix UI", "headless components", "unstyled primitives", asks about "accessible components", "Radix primitives" DO NOT USE FOR: shadcn/ui (use shadcn-ui skill), styled component libraries (Material-UI, Chakra), Vue/Svelte (use Headless UI)

28 repo stars
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Proptest · claude-dev-suite
proptest — property-based testing for Rust (Hypothesis-style). Generates thousands of random inputs to find counterexamples to invariants, with shrinking to minimal failing case. Critical for crypto, parsers, state machines, and finance code where edge cases matter. Includes strategies (gen functions), regression tracking, and integration with cargo test. Alternative: quickcheck (simpler API, less powerful). USE WHEN: user mentions "proptest", "property-based test", "proptest!", "Strategy", "Arbitrary", "shrink", "quickcheck", "regression file", "fuzz-light", "proptest-derive" DO NOT USE FOR: Generic Rust unit tests - use `testing/rust-testing` DO NOT USE FOR: Fuzzing with mutator (cargo-fuzz, AFL) - use bitcoin/testing/fuzz DO NOT USE FOR: KMP property testing - use `testing/kotest` (has built-in property)

28 repo stars
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Wdf Kmdf · claude-dev-suite
Kernel-Mode Driver Framework (KMDF), the Microsoft-recommended way to write Windows kernel-mode drivers. Covers DriverEntry, EvtDeviceAdd, IRPs and IOCTLs, I/O queues, PnP and Power state machines, IRQL discipline, memory pools, WPP tracing, SAL annotations, and Driver Verifier. USE WHEN: user mentions "KMDF", "WDF kernel", "Windows kernel driver", "DriverEntry", "WdfDriverCreate", "EvtDeviceAdd", "IRP", "IOCTL", "DISPATCH_LEVEL", "PASSIVE_LEVEL", "NTSTATUS", "PoolTag", "WdfRequestComplete" DO NOT USE FOR: UMDF v2 (use `wdf-umdf`), classic WDM-only drivers, file-system filters (FltMgr is a separate framework)

28 repo stars
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Wdf Umdf · claude-dev-suite
User-Mode Driver Framework v2 (UMDF). User-mode driver model that uses the same WDF object model as KMDF but runs in a host process (WUDFHost.exe) protected by the reflector. Required for some categories (Indirect Display Drivers, many sensor and camera drivers) and recommended for any driver that doesn't strictly need kernel mode. USE WHEN: user mentions "UMDF", "WUDFHost", "user-mode driver", "reflector", "IDD", "ISensor", "WDFHOST", "UMDF v2", "FX2" DO NOT USE FOR: KMDF (use `wdf-kmdf`), classic UMDF v1 (deprecated, COM-based)

28 repo stars
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Bitcoin L2 Citrea · claude-dev-suite
Citrea: first ZK-rollup on Bitcoin (mainnet 27 Jan 2026), zkEVM, BitVM2 trustless bridge, ctUSD stablecoin, native BTC lending. USE WHEN: building zkEVM apps on Bitcoin, integrating with Citrea, evaluating ZK rollups vs sidechains.

28 repo stars
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Bitcoin L2 Liquid · claude-dev-suite
Liquid Network: federated sidechain by Blockstream. Confidential Transactions, asset issuance (LBTC, USDt-Liquid, others), 2-min blocks, n-of-m federation peg-out. Elements codebase. USE WHEN: building on Liquid, peg-in/peg-out integrations, designing CT-based privacy.

28 repo stars
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Bitcoin L2 Merlin · claude-dev-suite
Merlin Chain: largest Bitcoin L2 by TVL (2026), ZK rollup with EVM, 150+ dApps. Federation peg with planned trust-minimization. USE WHEN: evaluating Merlin for deployment, BTC DeFi.

28 repo stars
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Bitcoin L2 Stacks · claude-dev-suite
Stacks: Bitcoin smart contract layer with Clarity language, sBTC for native peg, Nakamoto upgrade for fast finality, PoX (Proof of Transfer) consensus. USE WHEN: building Bitcoin smart contracts, integrating sBTC, evaluating Stacks vs RSK / EVM alternatives.

28 repo stars
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Bitcoin L2 Strata · claude-dev-suite
Strata by Alpen Labs: ZK rollup on Bitcoin, BitVM-based bridge, EVM-compatible execution. Emerging Bitcoin L2 in 2025-2026. USE WHEN: evaluating Strata for deployment, comparing with Citrea.

28 repo stars
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Cmake · claude-dev-suite
CMake build system for C/C++ projects. Modern CMake (3.20+) with targets, properties, presets (CMakePresets.json), FetchContent, find_package, generator expressions, install rules, vcpkg/Conan integration. USE WHEN: user mentions "CMake", "CMakeLists.txt", "CMakePresets", "find_package", "FetchContent", "target_link_libraries", "vcpkg", "Conan", "C++ build" DO NOT USE FOR: Make, autotools, Bazel, Meson, Visual Studio .vcxproj direct editing

28 repo stars
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AWS · claude-dev-suite
AWS SDK integration for Node.js (v3) and Python (boto3). Core services: S3, Lambda, DynamoDB, SQS, SNS, CloudWatch, IAM. Configuration, credentials, and production patterns. USE WHEN: user mentions "AWS", "Amazon Web Services", "Lambda", "DynamoDB", "SQS", "SNS", "CloudWatch", "IAM", "boto3", "aws-sdk" DO NOT USE FOR: S3 file operations - use `cloud-storage`; SQS messaging patterns - use `sqs`; Azure/GCP - use respective skills

28 repo stars
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GCP · claude-dev-suite
Google Cloud Platform SDK integration. Cloud Functions, Firestore, Cloud Storage, Pub/Sub, BigQuery, and Cloud Run. Node.js and Python client libraries. USE WHEN: user mentions "GCP", "Google Cloud", "Cloud Functions", "Firestore", "Cloud Storage", "Pub/Sub", "BigQuery", "Cloud Run", "Firebase" DO NOT USE FOR: AWS services - use `aws`; Azure services - use `azure`; Firebase Auth - use auth skills

28 repo stars
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Azure · claude-dev-suite
Azure cloud services SDK integration. Azure Functions, Cosmos DB, Blob Storage, Service Bus, Azure AD (Entra ID), and Key Vault. Node.js and .NET SDKs. USE WHEN: user mentions "Azure", "Azure Functions", "Cosmos DB", "Blob Storage", "Service Bus", "Azure AD", "Entra ID", "Key Vault", "Azure SDK" DO NOT USE FOR: AWS services - use `aws`; GCP services - use `gcp`; Terraform for Azure - use `terraform`

28 repo stars
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Expo · claude-dev-suite
Expo framework for React Native. Managed and bare workflows, Expo Router, EAS Build/Submit/Update, config plugins, and Expo SDK modules. USE WHEN: user mentions "Expo", "expo-router", "EAS Build", "expo-cli", "app.json", "expo-config-plugin", "Expo Go" DO NOT USE FOR: bare React Native without Expo - use `react-native`; Flutter - use `flutter`

28 repo stars
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Go · 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: 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
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Java Logging · claude-dev-suite bundle
Java logging with SLF4J facade, Logback, and Log4j2 implementations. Covers configuration, log levels, structured logging, async logging, and production best practices for Spring Boot applications. USE WHEN: user mentions "java logging", "spring boot logging", "slf4j setup", asks about "how to log in java", "logback vs log4j2", "java logging best practices" DO NOT USE FOR: Node.js logging - use `nodejs-logging` instead, Python logging - use `python-logging`, Kotlin-specific logging - similar but has nuances

28 repo stars
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Pino · claude-dev-suite
Pino - extremely fast and low overhead Node.js logger with JSON-native structured logging. 10x faster than Winston. Optimized for high-performance APIs and production environments. USE WHEN: user mentions "pino", "fast logging", "high performance logging", "fastify logging", asks about "fastest node.js logger", "JSON structured logging", "low overhead logging" DO NOT USE FOR: Winston logging - use `winston` instead, Python logging - use `python-logging` instead, Complex transport requirements - use `winston` instead

28 repo stars
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Arti · claude-dev-suite
Arti — pure-Rust implementation of the Tor anonymity network, by Tor Project. Embeddable Tor client (no system Tor daemon needed), provides SOCKS proxy and programmatic API for connecting to .onion services or routing clearnet traffic through Tor. Used by privacy-respecting wallets (BHODL-style), messenger apps, and any Rust app needing anonymity. Ships as library (arti-client crate) or standalone CLI. USE WHEN: user mentions "arti", "Tor in Rust", "embedded Tor", "arti-client", "Tor circuit Rust", "onion service Rust", "TorClient", "BridgeConfig", "PreferredRuntime" DO NOT USE FOR: Bitcoin Core + Tor configuration - use `bitcoin/privacy/tor` DO NOT USE FOR: Browsing via Tor Browser - end-user tool, not dev DO NOT USE FOR: TLS configuration - use `network/rustls`

28 repo stars
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Jest · claude-dev-suite bundle
Jest testing framework. Covers unit tests, mocking, and snapshots. Use for testing React and Node.js projects. USE WHEN: user mentions "jest", "jest test", "snapshot test", asks about "jest.fn", "jest.mock", "toMatchSnapshot", "React testing" DO NOT USE FOR: E2E tests - use `playwright` or `cypress`; Vite projects - use `vitest` instead; React component testing alone - combine with `testing-library`

28 repo stars
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Tauri · claude-dev-suite bundle
Tauri framework for building cross-platform desktop applications with Rust backend and web frontend. Covers architecture, IPC commands, plugins, bundling, code signing, and security best practices. USE WHEN: user mentions "Tauri", "Rust desktop app", asks about "Tauri commands", "Tauri plugins", "Tauri IPC", "Rust + Svelte/React", "lightweight desktop app", "Tauri bundling", "Tauri security" DO NOT USE FOR: Electron applications - use `electron` skill instead

28 repo stars
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Bun · claude-dev-suite
Bun JavaScript runtime. Fast all-in-one toolkit with bundler, test runner, package manager. Use when working with Bun projects or considering Node.js alternatives. USE WHEN: user mentions "bun", "bun test", "bun build", asks about "Bun.serve", "bun install", "SQLite in Bun", "bunx", "performance comparison" DO NOT USE FOR: Node.js runtime - use `nodejs` skill instead DO NOT USE FOR: Hono/Elysia frameworks - use framework-specific skills DO NOT USE FOR: Language syntax - use `typescript` or `javascript` skills

28 repo stars

736 published skills · page 7 of 8