claude-dev-suite

@claude-dev-suite source repo

736 skills
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28 repo stars
2 weeks ago last updated

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Unity Addressables · claude-dev-suite
Unity Addressables — AssetReference, async loading, labels, groups, build profiles, remote content, Cloud Content Delivery integration, content catalogs and updates. USE WHEN: replacing `Resources.Load`, async asset loading, scene streaming, remote content, DLC delivery, runtime asset hot-swap, splitting builds for size. DO NOT USE FOR: editor-time asset queries (use AssetDatabase); legacy Asset Bundles workflows (Addressables wraps them).

28 repo stars
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Unity Physics Anim · claude-dev-suite
Unity 3D physics (Rigidbody, Collider, Joints) and animation (Animator state machines, parameters, layers, Animation Rigging, Humanoid retargeting, blend trees). USE WHEN: tuning rigidbody movement, designing Animator state machines, blending animations, layer collision matrix, joints/constraints, motion warping, IK setups. DO NOT USE FOR: 2D physics or 2D animation (use `unity-2d-physics` / `unity-2d-animation`); ECS physics (use `unity-dots`).

28 repo stars
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API Gateway · claude-dev-suite
API gateway patterns and implementations. Kong, AWS API Gateway, NGINX as gateway, rate limiting, request routing, authentication offloading, and request/response transformation. USE WHEN: user mentions "API gateway", "Kong", "AWS API Gateway", "NGINX gateway", "gateway pattern", "request routing", "BFF" DO NOT USE FOR: reverse proxy basics - use infrastructure skills; service mesh - use `service-mesh`; rate limiting in app - use `rate-limiting`

28 repo stars
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Rust Tracing · claude-dev-suite
Rust `tracing` crate — structured, async-aware diagnostics. Spans, events, fields, instrument macro, subscribers (fmt, JSON, OpenTelemetry, Tokio Console), filtering (env-filter, RUST_LOG), targets, contextual fields with span data, integration with `tracing-subscriber` layers, OpenTelemetry export, and patterns for embedded/mobile (FFI to Android Logcat / iOS os.Logger), wallet apps with privacy-respecting log redaction. USE WHEN: user mentions "tracing", "tracing-subscriber", "instrument", "Span", "info!/error!/debug!", "tracing-opentelemetry", "tokio-console", "env-filter", "RUST_LOG", "JSON logs Rust", "structured logging Rust" DO NOT USE FOR: Mobile-specific log integration only - use `mobile/android-native` or `mobile/ios-native` DO NOT USE FOR: Java/Kotlin logging (slf4j) - use Java/Kotlin specific DO NOT USE FOR: Generic Rust language - use `languages/rust`

28 repo stars
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Typescript Quality · claude-dev-suite
TypeScript/JavaScript code quality with ESLint, Biome, and strict TypeScript. Covers linting, formatting, type safety, and best practices. USE WHEN: user works with "TypeScript", "JavaScript", "ESLint", "Biome", asks about "TS strict mode", "type safety", "linting rules", "code formatting" DO NOT USE FOR: SonarQube - use `sonarqube` skill, testing - use Vitest/Jest skills, security - use security skills

28 repo stars
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Ragatouille · claude-dev-suite
RAGatouille — a high-level wrapper around ColBERTv2 for late-interaction retrieval. Covers RAGPretrainedModel, index creation with PLAID, training custom ColBERT checkpoints with hard negatives, serving as a retriever, integration with LangChain/LlamaIndex. USE WHEN: user mentions "RAGatouille", "ColBERT", "ColBERTv2", "PLAID", "late interaction", "token-level retrieval", "RAGPretrainedModel" DO NOT USE FOR: dense single-vector retrieval - use `rag-architecture`; sparse BM25/SPLADE - use `hybrid-search`; reranking with cross-encoders - use `reranking`

28 repo stars
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Tei Triton Serving · claude-dev-suite
High-performance serving of embedding and reranker models in production. Covers HuggingFace Text Embeddings Inference (TEI) on GPU, Docker deployment, ONNX/FP16 quantization, dynamic batching, NVIDIA Triton for co-serving embedding + reranker + LLM, and NVIDIA NIM as a managed alternative. Benchmarks and configs. USE WHEN: user mentions "TEI", "Text Embeddings Inference", "Triton", "Triton Inference Server", "NIM", "NVIDIA NIM", "embedding server", "reranker server", "ONNX embedding", "serve BGE", "serve E5" DO NOT USE FOR: vector DB serving - use `rag-architecture`; LLM serving in general - use provider-specific docs; cost tracking - use `cost-allocation`

28 repo stars
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Shadow Mode Deployment · claude-dev-suite
Shadow and canary deployment of RAG pipeline changes: dual-execute new + old, offline LLM-judge comparison, gradual traffic ramp, auto-rollback guardrails, multi-armed bandits, per-component feature flags (retriever, reranker, generator). USE WHEN: user mentions "shadow mode", "canary deployment", "dual execute", "shadow traffic RAG", "feature flags RAG", "multi-armed bandit", "auto rollback", "LaunchDarkly RAG", "Unleash RAG" DO NOT USE FOR: CI pre-merge eval - use `continuous-evaluation`; offline eval only - use `rag-evaluation`; drift detection - use `drift-detection`

28 repo stars
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Distributed Ledger · claude-dev-suite
Distributed-ledger / blockchain architecture in general (engine-agnostic): when a ledger beats a database, consensus families (PoW/PoS/BFT), L1 vs L2 (rollups, channels, sidechains), permissioned vs permissionless, UTXO vs account models, and the scalability trilemma. Architect-level, not coin-specific. USE WHEN: designing/evaluating a blockchain or DLT system in general, "L2", "rollup", "zk vs optimistic", "PoS vs PoW", "permissioned ledger", "consortium chain", "UTXO vs account", "do we even need a blockchain", token/state design. DO NOT USE FOR: Bitcoin-specific work (use the `bitcoin/*` skills); raw consensus internals (use `distributed-consensus`); ordinary app data (use database / data-intensive skills).

28 repo stars
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Systems Networking · claude-dev-suite
Systems-level networking architecture: kernel-bypass (DPDK, io_uring, eBPF/XDP), zero-copy, the network stack data path, NIC offloads, congestion control, and high-connection-count (C10M) server design. Architect-level, not app HTTP. USE WHEN: designing high-throughput/low-latency networking, packet processing, "kernel bypass", "DPDK", "io_uring", "eBPF", "XDP", "zero-copy", "C10M", "line rate", NIC offload, congestion control, software data plane. DO NOT USE FOR: REST/GraphQL API design (use api-design skills); app websockets (use real-time skills); cloud LB config (use infrastructure skills).

28 repo stars
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Python Integration · claude-dev-suite
Python integration testing orchestration skill. Covers test pyramid strategy, conftest.py architecture, pytest markers for integration tests, GitHub Actions CI/CD integration, parallel execution with pytest-xdist, and test isolation patterns. USE WHEN: user mentions "python integration test", "integration test strategy", "conftest architecture", "CI integration tests", asks about test pyramid, or needs to set up integration testing infrastructure in Python. DO NOT USE FOR: Unit tests - use `pytest`; Django-specific - use `pytest-django`; FastAPI-specific - use `fastapi-testing`; Container setup - use `testcontainers-python`

28 repo stars
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Image Processing · claude-dev-suite
Image processing and optimization. Sharp (Node.js), Pillow (Python), Cloudinary, responsive images, WebP/AVIF conversion, thumbnails, and CDN-based image transformation. USE WHEN: user mentions "image resize", "thumbnail", "image optimization", "Sharp", "Pillow", "Cloudinary", "WebP", "AVIF", "image upload processing" DO NOT USE FOR: file upload handling - use `file-upload`; cloud storage - use `cloud-storage`; PDF generation - use `pdf-generation`

28 repo stars
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Class Validator · claude-dev-suite bundle
Class-validator decorator-based validation for TypeScript. Standard in NestJS. Use when building APIs with NestJS or needing class-based validation. USE WHEN: user mentions "class-validator", "NestJS validation", "DTO validation", "decorator validation", asks about "NestJS DTOs", "ValidationPipe" DO NOT USE FOR: Zod/Yup projects (use zod/yup skills), non-decorator patterns, client-side forms (prefer Zod), non-NestJS backends

28 repo stars
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Redis Vector · claude-dev-suite
Redis Stack vector search. FT.CREATE with VECTOR field, HNSW vs FLAT, hybrid with other field types, RedisVL Python library, Redis Enterprise scaling, pipelines for bulk ingest, TTL for ephemeral vectors (cache use case), Redis JSON + vectors pattern. USE WHEN: user mentions "Redis vector", "Redis Stack", "FT.CREATE", "RedisVL", "Redis HNSW", "Redis JSON vector", "semantic cache Redis" DO NOT USE FOR: other vector stores - use `vector-stores/*` siblings; embedding caching theory - use `rag/caching-retrieval`

28 repo stars
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RAG Patterns · claude-dev-suite
Retrieval-Augmented Generation architecture patterns. Chunking strategies, retrieval pipelines, re-ranking, hybrid search, evaluation, and production RAG system design. USE WHEN: user mentions "RAG", "retrieval augmented generation", "document Q&A", "knowledge base chatbot", "semantic search pipeline", "chunking strategy" DO NOT USE FOR: vector database specifics - use `vector-databases`; LangChain implementation - use `langchain`; direct LLM API calls - use Claude/OpenAI SDK skills

28 repo stars
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Event Driven · claude-dev-suite bundle
Event-driven architecture patterns and best practices. Covers Saga, Outbox, CQRS, Event Sourcing, and messaging patterns for distributed systems. USE WHEN: user mentions "event-driven", "Saga", "Outbox pattern", "CQRS", "Event Sourcing", "distributed transactions", "eventual consistency", "message broker", "event bus", asks about "microservices communication", "async patterns", "compensating transactions" DO NOT USE FOR: Simple pub/sub - use messaging framework skills (Kafka, RabbitMQ), REST APIs - use API design skills, Real-time updates - use WebSocket skills, Basic async/await - use language-specific skills

28 repo stars
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Git Workflow · claude-dev-suite bundle
Git workflow best practices. Covers branching, commits, and collaboration. Use for version control guidance. USE WHEN: user mentions "git", "commit", "branch", "pull request", "PR", "merge", "rebase", "version control", asks about "commit message", "branching strategy", "git best practices", "conventional commits", "how to write PR description" DO NOT USE FOR: Git commands syntax - use git documentation, GitHub Actions CI/CD - use ci-cd skills, Code review quality - use `code-reviewer` agent

28 repo stars
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Bitcoin Musig2 · claude-dev-suite bundle
MuSig2 (BIP327): two-round Schnorr key aggregation for n-of-n multisig. Aggregates n public keys into a single 32-byte x-only pubkey indistinguishable from a single-sig. Used in Taproot cooperative spends. Quick refs: protocol round-trip, key aggregation math, common attacks. USE WHEN: implementing n-of-n cooperative Taproot signing, designing Lightning Taproot channels, joint custody.

28 repo stars
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Bitcoin Hardware Psbt Flows · claude-dev-suite
PSBT signing flow patterns across HW vendors: USB direct, microSD airgap, QR airgap, NFC, multi-device coordination. USE WHEN: designing HW signing UX, debugging cross-device PSBT flow, supporting multi-vendor multisig.

28 repo stars
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Bitcoin Hardware Seedsigner · claude-dev-suite
SeedSigner: DIY Bitcoin signing device. Raspberry Pi Zero + camera + screen. Boots from microSD, no permanent state. Stateless airgap signing. USE WHEN: building / supporting SeedSigner, designing stateless signing flows.

28 repo stars
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Bitcoin Metaprotocols Runes · claude-dev-suite
Runes: Casey Rodarmor's UTXO-native fungible token protocol. Activated at halving April 2024. Smaller on-chain footprint than BRC-20, native validation rules. USE WHEN: building Runes apps, comparing with BRC-20 / Atomicals.

28 repo stars
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Bitcoin Miniscript · claude-dev-suite
Miniscript: structured subset of Bitcoin Script with fragment types, satisfaction analysis, malleability resistance. Policy → Miniscript → Script compilation. Used in descriptors (wsh + tr) and modern wallets to express spending conditions safely. USE WHEN: composing complex spending conditions, deriving the cheapest satisfaction, ensuring scripts are non-malleable.

28 repo stars
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Bitcoin Uri Schemes · claude-dev-suite
Bitcoin payment URI scheme (BIP21), Lightning URIs, BIP70/72 (mostly deprecated), PayJoin URI extension (BIP78), unified URIs combining on-chain + Lightning. USE WHEN: parsing/generating bitcoin: URIs, building QR codes, designing wallet payment requests.

28 repo stars
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Spring Data Neo4j · claude-dev-suite
Spring Data Neo4j for graph database operations. Covers node/relationship entities, Cypher queries, and Neo4jTemplate. USE WHEN: user mentions "spring data neo4j", "Neo4jRepository", "@Node", "@Relationship", "Cypher Spring", "graph database Spring Boot" DO NOT USE FOR: raw Cypher queries - consult Neo4j documentation, relational databases - use `spring-data-jpa` instead

28 repo stars
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Spring Data Redis · claude-dev-suite bundle
Spring Data Redis for caching, session storage, and data persistence. Covers RedisTemplate, @Cacheable, repositories, pub/sub, and distributed locks. USE WHEN: user mentions "spring data redis", "RedisTemplate", "@Cacheable", "Spring Boot caching", "@RedisHash", "spring session redis", "distributed lock Spring" DO NOT USE FOR: raw Redis commands - use `redis` instead, non-Spring Redis clients - use `redis` instead

28 repo stars
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Embedding Models · claude-dev-suite
Embedding model selection across providers (OpenAI, Voyage, Cohere, BGE, E5, Jina, Nomic, mixedbread). Covers MTEB benchmarks, dimensions, cost, latency, multilingual support, instruction-tuning, and query-vs-document modes. USE WHEN: user mentions "which embedding model", "text-embedding-3", "voyage-3", "cohere embed", "BGE", "E5", "nomic-embed", "mxbai", "MTEB", "embedding benchmark", "embedding dimensions", "embedding cost" DO NOT USE FOR: multilingual-specific tradeoffs - use `multilingual-embeddings`; fine-tuning models - use `embedding-fine-tuning`; MRL truncation - use `matryoshka-embeddings`; vector database choice - use `vector-stores/*`

28 repo stars
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Angular · claude-dev-suite bundle
Angular 17+ with standalone components and signals. Covers components, services, dependency injection, and reactive patterns. USE WHEN: user mentions "Angular", "standalone components", "signals", "dependency injection", "RxJS", "NgModules", asks about "Angular 17 patterns", "Angular signals" DO NOT USE FOR: AngularJS (v1.x) - legacy framework, React - use `frontend-react`, Vue - use `vue-composition`, Svelte - use `svelte`

28 repo stars
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Gamedev 2d Art AI Art Tools · claude-dev-suite
AI-assisted 2D / pixel-art generation tools and services. Covers pixel-art-specific generators (PixelLab, Retro Diffusion), game-asset generators (Scenario, Leonardo.AI), DIY Stable Diffusion + LoRAs, and general models with pixel-art prompting (Midjourney, DALL-E, Imagen). Trade-off framework: control vs. speed, palette consistency, animation coherence, tile-ability, commercial license, runs locally vs. cloud, cost per asset / per month. USE WHEN: deciding which AI tool fits a project, generating placeholder assets, generating final assets at scale, integrating an AI sprite pipeline, evaluating commercial license, comparing API costs. DO NOT USE FOR: hand-painted-only workflows (use `tools` skill), 3D / model generation (out of scope), engine integration of finished sprites (use `tools` + engine-specific skill).

28 repo stars
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Gamedev 2d Art Lighting Art · claude-dev-suite
Painting 2D art for dynamic lighting: workflow for Unity 2D Lights / Godot CanvasLight, normal map authoring (Sprite Lamp / hand-painted), separation in layers (diffuse / normal / emissive / mask), self- shadowing in pixel art, day/night palette swaps vs realtime light mixing, glow / emissive layers. USE WHEN: integrating 2D Lights with hand-painted sprites, deciding baked vs dynamic lighting, painting normal maps for pixel art.

28 repo stars
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Bulk Engineering · claude-dev-suite
Bulk engineering approaches, tools, and implementation strategies for mass-generating PLC/DCS control logic, HMI displays, and I/O configurations from engineering databases. Use when planning or implementing automation of DCS engineering workflows.

28 repo stars
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Membrane Autopsy · claude-dev-suite
Membrane autopsy lab methodology — autopsy decision matrix (when to autopsy), element sampling protocol (which to pick, preservation, data package), lab method suite (visual / weight-loss / dye test per ASTM D6908 / SEM-EDS / FTIR / swab + plate count / Fujiwara chlorine test / cross-section), findings-to-action interpretation table, independent and vendor-affiliated labs with cost ranges, warranty claim workflow (open BEFORE pulling the element), bilingual glossary. Use when planning or interpreting an autopsy, or filing a manufacturing-defect warranty claim.

28 repo stars
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Linux Server · claude-dev-suite
Linux (Ubuntu/Debian) server initial setup and ongoing administration skill. Covers new server hardening, user management, package management, file permissions, resource limits, log rotation, cron scheduling, and disk management. USE WHEN: - Performing initial setup of a fresh Ubuntu/Debian server (VPS, bare metal, cloud VM) - Hardening SSH, disabling root login, configuring sudo - Configuring system-level resource limits (ulimits, sysctl) for high-concurrency workloads - Managing users, groups, file permissions, and ACLs - Setting up log rotation, journald retention, swap, and NTP - Troubleshooting disk full, FD exhaustion, locale errors, or time drift DO NOT USE FOR: - Container-level administration (use docker or kubernetes skill) - Application deployment pipelines (use deployment-strategies or ci-cd skill) - Firewall/fail2ban configuration (use firewall skill) - Nginx or service configuration (use nginx or systemd skill)

28 repo stars
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Service Mesh · claude-dev-suite
Service mesh patterns and implementations. Istio, Linkerd, traffic management, mutual TLS, observability, circuit breaking, and canary routing at the infrastructure level. USE WHEN: user mentions "service mesh", "Istio", "Linkerd", "sidecar proxy", "mutual TLS", "mTLS", "traffic splitting", "Envoy", "mesh" DO NOT USE FOR: API gateway patterns - use `api-gateway`; in-app resilience - use `resilience-patterns`; Kubernetes basics - use `kubernetes`

28 repo stars
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Azure Service Bus · claude-dev-suite bundle
Azure Service Bus enterprise messaging service. Covers queues, topics, sessions, and transactions. Use for Azure-native enterprise messaging and hybrid cloud scenarios. USE WHEN: user mentions "azure service bus", "service bus queues", "service bus topics", "sessions", "azure messaging", asks about "azure queue", "managed identity", "subscription filters" DO NOT USE FOR: AWS-native - use `sqs`; GCP-native - use `google-pubsub`; event streaming - use Event Hubs or `kafka`; on-premise - use `rabbitmq` or `activemq`; lightweight - use `nats`

28 repo stars
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Kotlin Multiplatform · claude-dev-suite bundle
Kotlin Multiplatform (KMP) — share Kotlin code across Android, iOS, JVM Desktop, and JS/Wasm. Covers Gradle setup, source set hierarchy, expect/actual, target configuration, kotlinx-serialization, ktor-client, SQLDelight, multiplatform resources, and iOS framework export. USE WHEN: user mentions "Kotlin Multiplatform", "KMP", "expect/actual", "shared module", "cross-platform Kotlin", "iOSMain", "commonMain", "Kotlin/Native", "kotlinx-serialization", "SQLDelight" DO NOT USE FOR: Compose UI cross-platform - use `frontend-frameworks/compose-multiplatform` DO NOT USE FOR: Pure Kotlin language features - use `languages/kotlin` DO NOT USE FOR: Jetpack Compose Android-only - use `mobile/jetpack-compose` DO NOT USE FOR: Rust ↔ KMP bindings - use `languages/uniffi`

28 repo stars
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Opentelemetry · claude-dev-suite bundle
OpenTelemetry - vendor-neutral observability framework for distributed systems. Provides traces, metrics, and logs with standardized instrumentation and exporters. USE WHEN: user mentions "opentelemetry", "otel", "distributed tracing", "observability", asks about "how to trace microservices", "opentelemetry setup", "jaeger integration", "prometheus metrics" DO NOT USE FOR: Application logging only - use logging skills instead, APM vendor-specific - use vendor docs, Simple monitoring - Prometheus/Grafana may be sufficient

28 repo stars
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Cdc Streaming Ingestion · claude-dev-suite
Real-time RAG ingestion. CDC (Debezium, Postgres logical replication), Kafka/ Pulsar topics for doc events, stream processing (Flink, Kafka Streams) to embedding service, exactly-once semantics, late-arriving updates, tombstones (deletes), upsert to vector DB, schema evolution. Full Debezium + Kafka -> vector DB example. USE WHEN: user mentions "CDC RAG", "Debezium RAG", "Kafka RAG", "real-time embeddings", "streaming ingestion", "Flink embeddings", "Pulsar RAG", "logical replication RAG" DO NOT USE FOR: batch scheduled ingestion - use `ingestion-orchestration`; query-time freshness weighting - use `time-aware-retrieval`; evaluation - use `rag-evaluation`

28 repo stars
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Ingestion Orchestration · claude-dev-suite
Production ingestion pipelines with Airflow, Prefect 3, Dagster. DAG design for RAG: extract -> parse -> chunk -> embed -> index. Retry policies, idempotency, partial failure, monitoring, backfills, incremental vs full refresh, data lineage, upstream dependencies. Full Dagster and Prefect examples. USE WHEN: user mentions "ingestion pipeline", "Airflow RAG", "Prefect RAG", "Dagster RAG", "DAG for embeddings", "backfill embeddings", "incremental ingestion", "idempotent ingestion" DO NOT USE FOR: real-time streaming ingestion - use `cdc-streaming-ingestion`; chunking details - use `chunking-strategies`; eval - use `rag-evaluation`

28 repo stars
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Self Querying Retriever · claude-dev-suite
LangChain SelfQueryRetriever pattern. LLM infers structured metadata filters from natural language ("books by Asimov after 2000" -> filter author=Asimov AND year>2000). Metadata schema declaration, comparators and operators, LlamaIndex AutoRetriever equivalent, combining with hybrid search, evaluation of filter correctness. USE WHEN: user mentions "self-querying retriever", "SelfQueryRetriever", "auto retriever", "metadata filter from query", "NL to filter", "AutoRetriever" DO NOT USE FOR: text-to-SQL on tables - use `tabular-rag`; plain query rewriting - use `query-transformations`; hybrid search - use `hybrid-search`

28 repo stars
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Colbert Retrieval · claude-dev-suite
ColBERT / ColBERTv2 late interaction as a first-stage retriever — not just a reranker. MaxSim scoring, PLAID index, Ragatouille for deployment, storage cost of token-level embeddings, when to pick ColBERT over dense-plus-rerank, and fine-tuning for domain. USE WHEN: user mentions "ColBERT", "ColBERTv2", "late interaction", "MaxSim", "PLAID", "Ragatouille", "token-level embeddings", "multi-vector retrieval" DO NOT USE FOR: single-vector dense retrieval - use `vector-stores/qdrant-advanced` or similar; cross-encoder reranking - use `rag/reranking`; SPLADE sparse - use `retrieval/splade-deep`; cross-encoder fine-tuning - use `retrieval/cross-encoder-training`

28 repo stars
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License Compliance · claude-dev-suite
Open source license compliance and SPDX standards. Covers license types, compatibility, auditing with license-checker, and SBOM generation. USE WHEN: user mentions "license", "SPDX", "GPL", "MIT", "Apache", asks about "license compatibility", "license-checker", "copyleft", "proprietary compliance", "OSI approved" DO NOT USE FOR: dependency vulnerabilities - use `supply-chain`, security scanning - use `owasp-top-10`, secrets - use `secrets-management`

28 repo stars
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Secrets Management · claude-dev-suite
Secrets and credentials management. Covers environment variables, secret stores, rotation policies, and detection of leaked secrets. USE WHEN: user mentions "secrets", "credentials", "API keys", "environment variables", ".env", asks about "secret leaks", "vault", "secret rotation", "gitleaks", "secret detection" DO NOT USE FOR: OWASP vulnerabilities - use `owasp-top-10`, supply chain - use `supply-chain`, general security - use `owasp`

28 repo stars
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Hybrid Edge Cloud · claude-dev-suite
Hybrid edge-cloud AI architecture: local-first inference with cloud escalation, model cascading, and splitting the workload across device and datacenter to balance latency, cost, privacy, and quality. Architect-level topology. USE WHEN: designing systems that combine on-device and cloud AI, "local-first", "cloud fallback", "model cascade", "escalation", "hybrid inference", routing by confidence/complexity, edge+cloud trade-offs. DO NOT USE FOR: pure on-device (use `edge-inference`); pure cloud serving (use `inference-serving-topology`); multi-provider API routing (use `model-gateway-routing`).

28 repo stars
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Springdoc Openapi · claude-dev-suite
Springdoc OpenAPI for API documentation in Spring Boot. Covers Swagger UI configuration, annotations, schema customization, and security documentation. Based on production patterns from castellino and gestionale-presenze projects. USE WHEN: user mentions "Springdoc", "Spring Boot OpenAPI", "Swagger in Spring", "@Operation", "@Schema", "Swagger UI Spring", asks about "Spring Boot API documentation", "Spring REST documentation", "OpenAPI in Java" DO NOT USE FOR: General OpenAPI specs - use `openapi` instead; GraphQL - use `graphql` instead; Non-Spring Boot projects; Frontend OpenAPI generation - use `openapi-codegen` instead

28 repo stars
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HTTP Clients · claude-dev-suite bundle
HTTP clients for frontend and Node.js. Covers Axios, Fetch API, ky, and ofetch. Includes interceptors, error handling, retry logic, and auth token management. Use for configuring API clients and HTTP communication. USE WHEN: user mentions "HTTP client", "Fetch API", "ky", "ofetch", "HTTP wrapper", "retry logic", "token refresh", asks about "which HTTP client to use", "HTTP request library", "API client setup", "request interceptors" DO NOT USE FOR: Axios-specific questions - use `axios` instead; GraphQL - use `graphql-codegen` instead; tRPC - use `trpc` instead; WebSocket connections

28 repo stars
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Actix Web · claude-dev-suite bundle
Actix-web Rust web framework. Covers routing, extractors, middleware, state management, and WebSocket. Use for high-performance Rust APIs. USE WHEN: user mentions "actix-web", "actix", "rust web framework", "rust api", asks about "rust async web", "actix middleware", "actix extractors", "rust websocket", "high performance rust api" DO NOT USE FOR: Axum projects - use `axum` instead, Rocket projects - use `rocket` instead, Warp projects - use `warp` instead, non-Rust backends

28 repo stars
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Spring AI · claude-dev-suite bundle
Spring AI for integrating AI/ML models (OpenAI, Azure, Ollama, etc.) into Spring applications. Covers ChatClient, embeddings, RAG, vector stores, and function calling. USE WHEN: user mentions "spring ai", "ChatClient", "LLM integration Spring", "RAG Spring", "embeddings Java", "vector store Spring", "OpenAI Spring Boot" DO NOT USE FOR: raw OpenAI/Anthropic API - use respective SDKs, ML model training - use Python frameworks

28 repo stars
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Streamlit · claude-dev-suite
Streamlit Python web application framework. Covers session state, caching, layouts, widgets, multipage apps, and deployment. Use when building interactive Python data apps or dashboards. USE WHEN: user mentions "streamlit", "st.session_state", "st.cache_data", "streamlit app", "python dashboard", "python web app", "streamlit deploy", "streamlit form", "streamlit component" DO NOT USE FOR: FastAPI/Flask REST APIs, Django web apps, Jupyter notebooks

28 repo stars
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Thymeleaf · claude-dev-suite
Thymeleaf template engine for Java/Spring. Covers HTML templates, expressions, fragments, i18n, and email templates. USE WHEN: user mentions "thymeleaf", "spring template", "HTML template Spring", "email template Java", "th:text", "th:each", "th:if", "fragments", "layout" DO NOT USE FOR: REST API JSON - use `spring-rest` skill, SPA frontend - use React/Vue/Angular skills, PDF generation - use JasperReports or iText

28 repo stars
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Feature Flags · claude-dev-suite
Feature flag management. LaunchDarkly, Unleash, Flagsmith, and custom implementations. Gradual rollouts, A/B testing, kill switches, and flag lifecycle management. USE WHEN: user mentions "feature flag", "feature toggle", "LaunchDarkly", "Unleash", "Flagsmith", "gradual rollout", "A/B test", "canary release", "kill switch" DO NOT USE FOR: CI/CD deployment strategies - use `github-actions`; environment config - use environment variable patterns

28 repo stars
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Bitcoin Schnorr · claude-dev-suite bundle
BIP340 Schnorr signatures over secp256k1: sign/verify, x-only pubkeys, tagged hashes, batch verification, key tweaking. Building block for Taproot, MuSig2, FROST, adaptor signatures, DLCs. Quick refs: signing pseudocode, batch verification, common mistakes. USE WHEN: signing/verifying Taproot key-path or Tapscript spends, designing aggregation protocols, reading BIP340.

28 repo stars
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Bitcoin Hardware Specter Diy · claude-dev-suite
Specter DIY: open-source HW wallet built on STM32 dev board with display. By the Specter team. USE WHEN: building Specter DIY, evaluating DIY HW signing options.

28 repo stars
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Bitcoin Libraries Bdk Python · claude-dev-suite
bdkpython: Python bindings to BDK. Same descriptor-first wallet API as Rust BDK. UniFFI-generated. USE WHEN: building Python wallets with BDK quality, multi-language app where Python integrates same logic as Rust/Swift.

28 repo stars
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Bitcoin Libraries Libbitcoin · claude-dev-suite
libbitcoin: comprehensive C++ Bitcoin library. Multiple toolkits (libbitcoin-system, libbitcoin-server, libbitcoin-explorer). Alternative implementation focused on cleanliness. USE WHEN: studying alternative Bitcoin codebases, building C++ Bitcoin services.

28 repo stars
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Bitcoin Libraries Mempool JS · claude-dev-suite
mempool.js (@mempool/mempool.js): TypeScript client for mempool.space API. REST + WebSocket; address history, fee estimates, mining stats. USE WHEN: integrating mempool.space data, building wallets / explorers.

28 repo stars
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Lightning Greenlight · claude-dev-suite
Greenlight by Blockstream: hosted CLN with self-custodial signing. Server runs the full CLN node; user retains private keys via signer protocol. Mobile-friendly without running a full LN node. USE WHEN: building mobile/web LN apps with self-custody but no on-device daemon, integrating with Blockstream's hosted infra.

28 repo stars
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Lightning Trampoline · claude-dev-suite
Trampoline routing: outsource pathfinding to "trampoline" nodes for clients that lack full graph knowledge. Mobile-friendly. CLN and LDK lead implementation. USE WHEN: implementing trampoline-aware sender/receiver, evaluating trampoline vs full pathfinding.

28 repo stars
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Bitcoin Metaprotocols Brc 20 · claude-dev-suite
BRC-20: fungible token standard via JSON inscriptions. Deploy / mint / transfer operations. Permissionless and unaudited; large ecosystem post-2023. USE WHEN: building BRC-20 tooling, evaluating token issuance on Bitcoin, comparing with Runes / Taproot Assets.

28 repo stars
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Bitcoin Privacy Atomic Swaps · claude-dev-suite
Cross-chain atomic swaps: BTC ↔ LTC / BTC ↔ Liquid / BTC ↔ Monero via HTLC or adaptor signature schemes. Trustless swaps without centralized exchange. USE WHEN: building atomic swap services, evaluating cross-chain bridges, integrating with COMIT / submarine-swap variants.

28 repo stars
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Bitcoin Descriptors · claude-dev-suite
Output descriptors: BIP380-385 family. Descriptor language for declaring scriptPubKey templates with key origin info, ranges, checksums. Functions: pkh, wpkh, sh, wsh, tr, multi, sortedmulti, multi_a, addr, raw, combo, rawtr. USE WHEN: importing watch-only wallets, defining multisig, declaring scan ranges, exchanging key info between wallets.

28 repo stars
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Rust Decimal · claude-dev-suite
rust_decimal — fixed-point decimal arithmetic for Rust. 128-bit signed decimal, exact (no float rounding errors), suitable for finance, currency, Bitcoin sat ↔ fiat conversions, accounting. Up to 28 significant digits, arithmetic preserves precision. Includes RoundingStrategy for explicit truncation/rounding control. Integrates with serde, sqlx, postgres. USE WHEN: user mentions "rust_decimal", "Decimal", "dec!", "RoundingStrategy", "no float", "exact arithmetic", "fixed-point Rust", "currency math Rust", "sat to fiat conversion" DO NOT USE FOR: Crypto primitives - use `security/libsodium` or `bitcoin/cryptography/*` DO NOT USE FOR: BigInteger / arbitrary-precision math - use `num-bigint` DO NOT USE FOR: Time/duration math - use `chrono` or `time` crate

28 repo stars
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Docs Toolchain · claude-dev-suite
Documentation toolchain for multi-language projects: mdBook (Markdown books with Rust ecosystem support — used by Bitcoin Core, Rust Book), rustdoc (Rust API docs auto-gen), Dokka (Kotlin API docs, JVM + KMP + multiplatform sections), Showkase (Compose component browser). Covers single-source-of-truth setup, CI publication to GitHub Pages, cross-linking between API docs and prose books, versioning strategies for releases. USE WHEN: user mentions "mdBook", "Dokka", "rustdoc", "Showkase", "API documentation", "documentation site", "GitHub Pages docs", "docs.rs", "docs publishing", "Kotlin API docs" DO NOT USE FOR: Code-level inline docs syntax (KDoc, rustdoc comments) - that's part of language skills DO NOT USE FOR: README authoring - generic markdown DO NOT USE FOR: Sphinx (Python) - separate Python docs skill DO NOT USE FOR: TypeDoc (TS) - already in `documentation` (typedoc-specific)

28 repo stars
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React 19 · claude-dev-suite bundle
React 19 new features and APIs. Covers Actions, useActionState, useFormStatus, useOptimistic, use() hook, Server Components, Server Actions, improved ref handling, document metadata, and new compiler. USE WHEN: user mentions "React 19", "useActionState", "useFormStatus", "useOptimistic", "use() hook", "Server Components", "Server Actions", "React Compiler", asks about "React 19 features", "Actions in React", "ref as prop" DO NOT USE FOR: React 18 and earlier - use `react` skill instead, forms in general - use `react-forms` or `react-hook-form` skills instead

28 repo stars
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Unity Best Practices · claude-dev-suite
Unity project conventions — folder layout, asmdef structure, naming, source control (.gitignore + LFS + force text serialization), prefab variants, ScriptableObject-based architecture. USE WHEN: starting a new Unity project, refactoring an unhealthy one, setting up source control, organising assets, deciding on naming. DO NOT USE FOR: specific systems (use feature-specific skills).

28 repo stars
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Unity Editor Tooling · claude-dev-suite
Unity Editor scripting — custom Inspectors, PropertyDrawers, EditorWindow, MenuItems, asset post-processors, Editor Coroutines, automated builds via `-batchmode -executeMethod`. USE WHEN: building tools for designers, custom Inspector UI, gizmos, scene validators, asset import hooks, editor menu commands, headless CI builds. DO NOT USE FOR: runtime UI (use `unity-input-ui`); test runner (use `unity-testing`).

28 repo stars
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Freelance Formats · claude-dev-suite
Complete ABB Freelance DCS file format reference for DMF, PRT, and CSV project files. Use when analyzing, parsing, or generating Freelance engineering files.

28 repo stars
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Health Checks · claude-dev-suite
Health check and graceful shutdown patterns. Liveness and readiness probes, dependency health checks, Kubernetes probes, Spring Actuator health, and zero-downtime shutdown. USE WHEN: user mentions "health check", "liveness", "readiness", "probe", "graceful shutdown", "SIGTERM", "health endpoint", "/healthz" DO NOT USE FOR: monitoring dashboards - use `error-tracking` or `opentelemetry`; deployment strategies - use `deployment-strategies`

28 repo stars
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Load Balancer · claude-dev-suite
Load balancing with Nginx and HAProxy. Covers upstream configuration, balancing algorithms, health checks, SSL termination, session persistence, and monitoring. USE WHEN: user mentions "load balancer", "nginx upstream", "haproxy", "nginx load balancing", "round robin", "least_conn", "ip_hash", "haproxy backend", "haproxy frontend", "haproxy acl", "haproxy stats", "ssl termination", "sticky session", "upstream health check", "nginx proxy", "haproxy health check" DO NOT USE FOR: Caddy reverse proxy — use `caddy` skill, Traefik service mesh — use `traefik` skill, Kubernetes Ingress or Service resources — use `kubernetes` skill, DNS-level load balancing (Route 53, Cloudflare LB)

28 repo stars
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Error Tracking · claude-dev-suite
Error tracking and monitoring integration. Sentry, Datadog RUM, Bugsnag. Source maps, breadcrumbs, release tracking, performance monitoring, and alerting configuration. USE WHEN: user mentions "Sentry", "error tracking", "Bugsnag", "Datadog RUM", "crash reporting", "source maps", "release tracking", "error monitoring" DO NOT USE FOR: application logging - use logging skills; APM/tracing - use `opentelemetry`; structured error responses - use `error-handling`

28 repo stars
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Langgraph RAG · claude-dev-suite
LangGraph state machines for RAG and agentic flows. Covers typed state, conditional edges for routing (answer/clarify/retrieve/rewrite), checkpointing with SqliteSaver/PostgresSaver, human-in-the-loop interrupts, multi-agent supervisor patterns, Self-RAG and CRAG as explicit graphs, combining with LangChain retrievers. USE WHEN: user mentions "LangGraph", "StateGraph", "agentic RAG", "conditional edges", "checkpointer", "human in the loop", "Self-RAG", "CRAG", "corrective RAG", "supervisor agent", "LangGraph RAG" DO NOT USE FOR: plain LangChain chains - use `langchain`; LlamaIndex workflows - use `llamaindex`; generic agentic RAG theory - use `agentic-rag`; DSPy programs - use `dspy`

28 repo stars
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Ann Algorithms · claude-dev-suite
Approximate Nearest Neighbor algorithm theory and selection. HNSW, IVF, IVF+PQ, ScaNN, DiskANN, LSH. Covers parameter effects (m, ef, nlist, nprobe), recall/latency/memory tradeoffs, exhaustive vs approximate, and when to pick which index. USE WHEN: user mentions "ANN", "HNSW", "IVF", "nearest neighbor", "ScaNN", "DiskANN", "LSH", "recall vs latency", "index type choice", "FAISS index" DO NOT USE FOR: specific DB configuration - use the respective `vector-stores/*-advanced` skill; quantization details - use `vector-quantization`

28 repo stars
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Opensearch Knn · claude-dev-suite
Amazon OpenSearch k-NN plugin. nmslib vs faiss vs lucene engine, HNSW vs IVF + PQ, radial search, neural search with remote embedding, hybrid search (BM25 + kNN with weighted sum), OpenSearch 2.13+ features, memory estimation, sizing. Full index mapping. USE WHEN: user mentions "OpenSearch", "OpenSearch k-NN", "knn_vector", "neural search", "nmslib", "faiss engine OpenSearch", "AWS vector search" DO NOT USE FOR: other vector stores - use `vector-stores/*` siblings; Elasticsearch (proprietary) - OpenSearch diverged from Elasticsearch 7.10; classical BM25 tuning - use `retrieval/bm25-tuning`

28 repo stars
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Type Safe API · claude-dev-suite bundle
End-to-end type safety patterns for API development. Covers Zod-to-OpenAPI, ts-rest, Zodios, and contract testing. Use for ensuring type consistency between backend and frontend. USE WHEN: user mentions "type-safe API", "end-to-end types", "Zod to OpenAPI", "ts-rest", "Zodios", "contract testing", asks about "share types between frontend and backend", "type safety across API", "API contract", "Pact testing" DO NOT USE FOR: tRPC (use `trpc` instead); GraphQL (use `graphql` instead); Simple OpenAPI generation (use `openapi-codegen` instead); Non-TypeScript projects

28 repo stars
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Spring Aop · claude-dev-suite bundle
Spring AOP (Aspect-Oriented Programming) per Spring Boot 3.x. Copre @Aspect, pointcut expressions, @Around/@Before/@After advice, custom annotations, logging, security, caching, e transaction patterns. Usa per cross-cutting concerns. USE WHEN: user mentions "aspect", "AOP", "cross-cutting", "logging aspect", "pointcut", asks about "how to intercept methods", "apply logic to multiple methods", "@Around advice" DO NOT USE FOR: security configuration - use `spring-security` instead, transaction management - use `spring-data-jpa` instead

28 repo stars
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Spring Web · claude-dev-suite bundle
Spring Web MVC advanced for Spring Boot 3.x. Covers RestClient (Spring 6.1+), WebClient, ResponseEntity patterns, interceptors, content negotiation, file upload/download, streaming responses, and custom argument resolvers. USE WHEN: user mentions "spring web", "RestClient", "WebClient", "ResponseEntity", "HTTP client Spring", "file upload", "file download", "streaming response", "HandlerInterceptor", "content negotiation", "argument resolver" DO NOT USE FOR: reactive web stack - use `spring-webflux` skill, REST controller basics - use `spring-rest` skill, WebSocket - use `spring-websocket` skill

28 repo stars
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Error Handling · claude-dev-suite
Error handling patterns across languages and frameworks. Custom error classes, global exception handlers, Problem Details (RFC 9457), error boundaries (React), Result types, and structured error responses. USE WHEN: user mentions "error handling", "exception handler", "error boundary", "custom error", "Problem Details", "error response", "global error handler" DO NOT USE FOR: logging errors - use logging skills; error tracking services - use `error-tracking`

28 repo stars
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Bitcoin Infrastructure Btcpay · claude-dev-suite
BTCPay Server: open-source merchant payment processor. Self-hosted, supports BTC + Lightning + altcoins, plugin ecosystem, Lightning Address resolver, point-of-sale. USE WHEN: deploying merchant payments, integrating with BTCPay, building plugins.

28 repo stars
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Bitcoin Libraries Hdwallet Py · claude-dev-suite
hdwallet (Python): HD wallet generator + key derivation. Multi-coin, BIP32/39/44/49/84/86/85. USE WHEN: deriving keys for many cryptocurrencies, scripting key generation in Python.

28 repo stars
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Bitcoin Libraries Secp256k1 C · claude-dev-suite
libsecp256k1: the canonical secp256k1 C library. Used by Bitcoin Core, rust-secp256k1, all major language bindings. USE WHEN: low-level crypto in C/C++, building bindings, performance- critical paths.

28 repo stars
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Lightning Watchtowers · claude-dev-suite
Watchtower architecture: encrypted breach blob storage, justice transactions, monitoring outsourced for offline channels. Eltoo proposal alternatives, BOLT 13 (proposed). USE WHEN: deploying a watchtower service, evaluating watchtower vendors, designing self-hosted monitoring.

28 repo stars
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Bitcoin Privacy Bip47 · claude-dev-suite
BIP47 PayNyms — reusable payment codes via notification tx + Diffie-Hellman derivation. See also the wallet-side reference at ../../wallets/payment-codes/. USE WHEN: integrating PayNyms, evaluating against Silent Payments.

28 repo stars
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Bitcoin Privacy P2p Exchanges · claude-dev-suite
P2P KYC-free Bitcoin exchanges: Bisq (desktop, Tor), RoboSats (Tor / browser, Lightning), Hodl Hodl (web, multisig escrow). USE WHEN: evaluating KYC-free buy/sell options, integrating P2P trading.

28 repo stars
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Bitcoin Transactions · claude-dev-suite bundle
Bitcoin transaction structure: inputs, outputs, witness, version, locktime, serialization (legacy + segwit + wtxid), sighash modes, malleability, TRUC v3, ephemeral anchors. Quick-ref docs cover sighash combinatorics, serialization wire format, malleability classes, RBF/CPFP rules. USE WHEN: building/decoding transactions, choosing sighash flags, understanding txid vs wtxid, fee bumping logic.

28 repo stars
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Bitcoin Payment Codes · claude-dev-suite
BIP47 reusable payment codes (PayNyms): notification transactions, derived per-counterparty addresses, Diffie-Hellman shared-secret derivation. Privacy-preserving alternative to address rotation. USE WHEN: implementing PayNyms / Sparrow / Samourai-compatible payment codes, evaluating BIP47 vs Silent Payments.

28 repo stars
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Spring Data Mongodb · claude-dev-suite
Spring Data MongoDB for Java/Spring Boot applications. Covers repositories, MongoTemplate, aggregations, and document mapping. USE WHEN: user mentions "spring data mongodb", "MongoTemplate", "MongoRepository", "@Document", "Spring Boot MongoDB", "aggregation pipeline Java" DO NOT USE FOR: raw MongoDB driver - use `mongodb` instead, relational databases - use `spring-data-jpa` or `spring-data-jdbc` instead

28 repo stars
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Video RAG · claude-dev-suite
Video ingestion for multimodal RAG. Covers keyframe extraction (ffmpeg, PySceneDetect), audio-track transcription via Whisper, visual embeddings per keyframe (CLIP, SigLIP, VoyageAI multimodal), multi-modal retrieval combining visual + transcript hits, timestamp-anchored citations, and YouTube transcript ingestion. USE WHEN: user mentions "video RAG", "video transcription", "keyframe extraction", "PySceneDetect", "ffmpeg scenes", "CLIP embeddings", "SigLIP", "VoyageAI multimodal", "YouTube transcript", "multimodal retrieval", "video chunking" DO NOT USE FOR: audio-only content (podcasts, meetings) - use `audio-transcription`; screen recordings that are effectively slide decks - use `office-docs` on the source PPTX; static images - use `ocr` or pure vision embeddings

28 repo stars
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React API · claude-dev-suite bundle
React patterns for API consumption. Covers custom hooks, Suspense, SWR, error boundaries, and real-time updates. USE WHEN: user mentions "data fetching in React", "useFetch", "SWR", "fetch hook", "API integration", "REST API", asks about "React data loading", "custom fetch hooks" DO NOT USE FOR: TanStack Query specific features - use `state-tanstack-query`, GraphQL - use GraphQL-specific libraries, Non-React frameworks

28 repo stars
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Unity Build Platforms · claude-dev-suite
Unity builds — IL2CPP vs Mono, build profiles, addressables-aware builds, Android (Gradle, AAB, Play Asset Delivery), iOS (Xcode post-processing, capabilities), WebGL, console NDA paths (high-level only). USE WHEN: configuring build settings, fixing platform-specific issues, signing, store submission, build size optimization, multi-platform CI. DO NOT USE FOR: editor-side build code (use `unity-editor-tooling`); runtime perf (use `unity-performance`).

28 repo stars
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Docker Compose · claude-dev-suite bundle
Docker Compose for multi-container apps. Covers services, networks, and volumes. Use for local development environments. USE WHEN: user mentions "docker-compose", "docker-compose.yml", "multi-container", "service dependencies", "docker compose up", asks about "local dev environment", "microservices setup", "database + app setup", "docker networks", "docker volumes" DO NOT USE FOR: single container Dockerfiles - use `docker` skill instead, production orchestration - use `kubernetes` skill instead, CI/CD pipelines - use `github-actions` skill instead

28 repo stars
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Entity Framework Core · claude-dev-suite
Entity Framework Core with DbContext, migrations, LINQ queries, relationships, and performance optimization. Covers EF Core 8+ patterns. USE WHEN: user mentions "Entity Framework", "EF Core", "DbContext", "migrations", "LINQ", "EF relationships", "database first", "code first" DO NOT USE FOR: Prisma - use `prisma`, Drizzle - use `drizzle`, Spring Data JPA - use `spring-data-jpa`, Dapper (raw SQL)

28 repo stars
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Ontology Guided Retrieval · claude-dev-suite
Ontology-aware RAG. Leveraging domain ontologies (SNOMED CT, FIBO, schema.org, Gene Ontology, custom OWL) to expand queries with synonyms, hyponyms, and broader concepts; boost retrieval for ontology-matched entities; hybrid SPARQL + vector pipelines; RDFLib + embeddings. Examples with medical and financial ontologies. USE WHEN: user mentions "ontology", "SNOMED", "FIBO", "schema.org", "OWL", "SKOS", "RDF", "SPARQL RAG", "taxonomy-guided", "concept expansion", "hyponym retrieval" DO NOT USE FOR: building a KG from text - use `knowledge-graph-construction`; deduping entities - use `entity-resolution`; generic graph RAG - use `graph-rag`

28 repo stars
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Distributed Consensus · claude-dev-suite
Distributed-systems architecture at the protocol level: consensus (Raft, Paxos, BFT), replication and quorums, consistency models, clock synchronization, and the CAP/PACELC trade-offs. Architect-level — how to make state agree and survive failures. USE WHEN: designing replicated/consensus systems, "Raft", "Paxos", "BFT", "quorum", "leader election", "consistency model", "linearizability", "CAP", "PACELC", "split-brain", replication topology, distributed state machines. DO NOT USE FOR: app microservice wiring (use web/enterprise patterns); message queues (use messaging skills); blockchain specifics (use bitcoin skills).

28 repo stars
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Hardware Aware Design · claude-dev-suite
Hardware-aware architecture for high performance: memory hierarchy & cache behavior, NUMA, SIMD/vectorization, mechanical sympathy, false sharing, and lock-free vs locked concurrency. Architect-level guidance on designing software that matches the machine. USE WHEN: latency/throughput-critical design, "cache miss", "NUMA", "SIMD", "false sharing", "memory bandwidth", "mechanical sympathy", "lock-free", "cache line", data-oriented design, hot-path performance architecture. DO NOT USE FOR: app-level profiling tasks (use the performance agent/skills); GPU/AI accelerator selection (use `ai-systems` hardware skill); networking (use `systems-networking`).

28 repo stars
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Security Architecture · claude-dev-suite
System-level security architecture: threat modeling, secure-by-design, defense-in-depth, zero-trust, trust boundaries, TEE/confidential computing, and secure boot / chain of trust. Architect-level — designing the security of a system, not app-level OWASP bug fixing. USE WHEN: designing a system's security architecture, "threat model", "zero-trust", "defense in depth", "trust boundary", "TEE", "enclave", "confidential computing", "secure boot", "attack surface", security design review. DO NOT USE FOR: fixing app vulnerabilities / OWASP code issues (use the security agent/skills); auth library wiring (use authentication skills).

28 repo stars
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Testcontainers Python · claude-dev-suite
testcontainers-python specialist. Covers all container modules (PostgreSQL, MySQL, MongoDB, Redis, Kafka, RabbitMQ, MinIO, Elasticsearch, LocalStack), GenericContainer, wait strategies, Docker Compose, networks, pytest fixtures, and CI/CD integration. USE WHEN: user mentions "testcontainers", "docker in tests", "real database in tests", "test with real postgres/redis/kafka", asks about container fixtures or Docker-based testing. DO NOT USE FOR: Spring Boot testcontainers (Java) - use `spring-boot-integration`; Mocking HTTP - use `fastapi-testing`; Pure pytest patterns - use `pytest`

28 repo stars
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Qdrant Advanced · claude-dev-suite
Advanced Qdrant features. Payload indexing, scalar/binary/product quantization, named vectors (multi-vector), sparse vectors, multi-tenancy, snapshots, sharding, gRPC vs HTTP, pre- vs post-filtering, and oversampling/rescoring. USE WHEN: user mentions "Qdrant", "named vectors", "sparse vectors", "scalar quantization qdrant", "qdrant filtering", "qdrant sharding", "qdrant multi-tenant" DO NOT USE FOR: basic Qdrant upsert/query - use `ai-integration/vector-databases`; other vector DBs - use other `vector-stores/*`; quantization theory - use `vector-quantization`

28 repo stars
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Aspnet Core · claude-dev-suite
ASP.NET Core 8+ with controllers, services, DI, configuration, and middleware pipeline. Covers Program.cs setup and enterprise patterns. USE WHEN: user mentions "ASP.NET Core", "Web API", ".NET controllers", "Program.cs", "dependency injection", ".NET DI", ".NET configuration", "appsettings" DO NOT USE FOR: Minimal APIs (use `aspnet-minimal-api`), Spring Boot (use `spring-boot`), NestJS (use `nestjs`), Express (use `express`)

28 repo stars
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Spring Amqp · claude-dev-suite bundle
Spring AMQP for RabbitMQ integration with RabbitTemplate and @RabbitListener. Covers exchanges, queues, bindings, DLQ, and message conversion. USE WHEN: user mentions "spring amqp", "RabbitTemplate", "@RabbitListener", "RabbitMQ Spring", "AMQP", "message queue Spring Boot" DO NOT USE FOR: raw RabbitMQ - use `rabbitmq` skill, Kafka - use `spring-kafka` skill, generic messaging patterns - use `messaging-expert`

28 repo stars
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Spring Boot · claude-dev-suite bundle
Spring Boot 3 Java framework with enterprise patterns. Covers REST controllers, services, repositories, JPA entities, MapStruct mappers, Lombok, JWT security, Flyway migrations, and global exception handling. USE WHEN: user mentions "Spring Boot", "REST API", "enterprise Java", asks about "controller patterns", "service layer", "repository", "DTO mapping", "JWT auth", "Flyway", "MapStruct" DO NOT USE FOR: Spring Data JPA (use `spring-data-jpa`), Spring Security (use `spring-security`), Spring WebFlux (use `spring-webflux`), Spring WebSocket (use `spring-websocket`)

28 repo stars
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Spring Ldap · claude-dev-suite
Spring LDAP for LDAP/Active Directory integration and authentication. Covers LdapTemplate, @Entry mapping, LdapRepository, and Spring Security integration. USE WHEN: user mentions "LDAP", "Active Directory", "AD authentication", "LdapTemplate", "@Entry", "directory services", "enterprise authentication" DO NOT USE FOR: OAuth2/OIDC - use `spring-security` or `oauth2` skill, simple auth - use Spring Security with database

28 repo stars

736 published skills · page 2 of 8