taxonomy.json

{
  "$comment": "Closed public vocabulary of skill slugs. This file is the ONLY source of valid values for detected_skills[].slug in the bundle: a slug not listed here makes the bundle invalid. Detection maps signatures/*.json matches to these slugs — deterministically, locally, with zero network calls. Adding a slug requires a PR to this file (and a signature definition); slugs are never hardcoded in the CLI. Placeholder set, to be expanded.",
  "version": "1.16.0",
  "skills": [
    { "slug": "auth/supabase-auth", "label": "Supabase Auth" },
    { "slug": "auth/nextauth", "label": "NextAuth / Auth.js" },
    { "slug": "auth/auth0", "label": "Auth0" },
    { "slug": "auth/clerk", "label": "Clerk" },
    { "slug": "auth/better-auth", "label": "Better Auth" },
    { "slug": "auth/okta", "label": "Okta" },
    { "slug": "auth/oauth-oidc", "label": "OAuth 2.0 / OIDC" },
    { "slug": "auth/jwt", "label": "JWT session handling" },
    { "slug": "auth/lucia", "label": "Lucia Auth" },
    { "slug": "auth/passport", "label": "Passport.js" },
    { "slug": "auth/firebase-auth", "label": "Firebase Authentication" },
    { "slug": "auth/workos", "label": "WorkOS" },
    { "slug": "auth/devise", "label": "Devise (Rails)" },
    { "slug": "auth/saml", "label": "SAML" },
    { "slug": "security/hashicorp-vault", "label": "HashiCorp Vault" },
    { "slug": "security/opa-rego", "label": "OPA / Rego" },
    { "slug": "payments/stripe", "label": "Stripe" },
    { "slug": "payments/paypal", "label": "PayPal" },
    { "slug": "payments/mercadopago", "label": "Mercado Pago" },
    { "slug": "payments/lemonsqueezy", "label": "Lemon Squeezy" },
    { "slug": "payments/paddle", "label": "Paddle" },
    { "slug": "payments/braintree", "label": "Braintree" },
    { "slug": "payments/razorpay", "label": "Razorpay" },
    { "slug": "payments/adyen", "label": "Adyen" },
    { "slug": "ai/openai-api", "label": "OpenAI API" },
    { "slug": "ai/anthropic-api", "label": "Anthropic API" },
    { "slug": "ai/mcp", "label": "Model Context Protocol (MCP)" },
    { "slug": "ai/langchain", "label": "LangChain" },
    { "slug": "ai/langgraph", "label": "LangGraph" },
    { "slug": "ai/llamaindex", "label": "LlamaIndex" },
    { "slug": "ai/vercel-ai-sdk", "label": "Vercel AI SDK" },
    { "slug": "ai/whisper", "label": "Whisper (speech-to-text)" },
    { "slug": "ai/vector-search", "label": "Vector search / embeddings" },
    { "slug": "ai/huggingface", "label": "Hugging Face Transformers" },
    { "slug": "ai/ollama", "label": "Ollama" },
    { "slug": "ai/replicate", "label": "Replicate" },
    { "slug": "ai/groq", "label": "Groq" },
    { "slug": "ai/gemini", "label": "Google Gemini API" },
    { "slug": "ai/cohere", "label": "Cohere" },
    { "slug": "ai/pinecone", "label": "Pinecone" },
    { "slug": "ai/weaviate", "label": "Weaviate" },
    { "slug": "ai/chroma", "label": "Chroma" },
    { "slug": "ai/mistral", "label": "Mistral AI" },
    { "slug": "ai/aws-bedrock", "label": "AWS Bedrock" },
    { "slug": "ai/crewai", "label": "CrewAI" },
    { "slug": "ml/pytorch", "label": "PyTorch" },
    { "slug": "ml/tensorflow", "label": "TensorFlow" },
    { "slug": "ml/scikit-learn", "label": "scikit-learn" },
    { "slug": "ml/xgboost", "label": "XGBoost" },
    { "slug": "ml/lightgbm", "label": "LightGBM" },
    { "slug": "ml/statsmodels", "label": "statsmodels" },
    { "slug": "db/postgres", "label": "PostgreSQL" },
    { "slug": "db/prisma", "label": "Prisma ORM" },
    { "slug": "db/drizzle", "label": "Drizzle ORM" },
    { "slug": "db/mongodb", "label": "MongoDB" },
    { "slug": "db/redis", "label": "Redis" },
    { "slug": "db/supabase", "label": "Supabase (Postgres client)" },
    { "slug": "db/mysql", "label": "MySQL" },
    { "slug": "db/sqlite", "label": "SQLite" },
    { "slug": "db/planetscale", "label": "PlanetScale" },
    { "slug": "db/neon", "label": "Neon" },
    { "slug": "db/turso", "label": "Turso" },
    { "slug": "db/typeorm", "label": "TypeORM" },
    { "slug": "db/sequelize", "label": "Sequelize" },
    { "slug": "db/knex", "label": "Knex.js" },
    { "slug": "db/activerecord", "label": "Active Record (Rails)" },
    { "slug": "db/eloquent", "label": "Eloquent (Laravel)" },
    { "slug": "db/sqlalchemy", "label": "SQLAlchemy" },
    { "slug": "db/gorm", "label": "GORM (Go)" },
    { "slug": "db/sql-server", "label": "SQL Server" },
    { "slug": "db/oracle", "label": "Oracle Database" },
    { "slug": "db/bigquery", "label": "BigQuery" },
    { "slug": "frontend/react", "label": "React" },
    { "slug": "frontend/nextjs", "label": "Next.js" },
    { "slug": "frontend/vue", "label": "Vue" },
    { "slug": "frontend/tailwind", "label": "Tailwind CSS" },
    { "slug": "frontend/svelte", "label": "Svelte" },
    { "slug": "frontend/angular", "label": "Angular" },
    { "slug": "frontend/astro", "label": "Astro" },
    { "slug": "frontend/remix", "label": "Remix" },
    { "slug": "frontend/react-native", "label": "React Native / Expo" },
    { "slug": "frontend/zustand", "label": "Zustand" },
    { "slug": "frontend/redux", "label": "Redux" },
    { "slug": "frontend/tanstack-query", "label": "TanStack Query" },
    { "slug": "backend/express", "label": "Express" },
    { "slug": "backend/fastapi", "label": "FastAPI" },
    { "slug": "backend/graphql", "label": "GraphQL" },
    { "slug": "backend/grpc", "label": "gRPC" },
    { "slug": "backend/websockets", "label": "WebSockets" },
    { "slug": "backend/fastify", "label": "Fastify" },
    { "slug": "backend/hono", "label": "Hono" },
    { "slug": "backend/nestjs", "label": "NestJS" },
    { "slug": "backend/django", "label": "Django" },
    { "slug": "backend/flask", "label": "Flask" },
    { "slug": "backend/rails", "label": "Ruby on Rails" },
    { "slug": "backend/laravel", "label": "Laravel" },
    { "slug": "backend/axum", "label": "Axum (Rust)" },
    { "slug": "infra/docker", "label": "Docker" },
    { "slug": "infra/kubernetes", "label": "Kubernetes" },
    { "slug": "infra/terraform", "label": "Terraform" },
    { "slug": "infra/github-actions", "label": "GitHub Actions" },
    { "slug": "infra/circleci", "label": "CircleCI" },
    { "slug": "infra/gitlab-ci", "label": "GitLab CI" },
    { "slug": "infra/aws-sdk", "label": "AWS SDK" },
    { "slug": "infra/pulumi", "label": "Pulumi" },
    { "slug": "infra/ansible", "label": "Ansible" },
    { "slug": "infra/cloudflare-workers", "label": "Cloudflare Workers" },
    { "slug": "infra/azure-sdk", "label": "Azure SDK" },
    { "slug": "infra/gcp-sdk", "label": "Google Cloud SDK" },
    { "slug": "infra/helm", "label": "Helm" },
    { "slug": "infra/cloudformation", "label": "CloudFormation" },
    { "slug": "infra/puppet", "label": "Puppet" },
    { "slug": "queues/trigger-dev", "label": "Trigger.dev" },
    { "slug": "queues/bullmq", "label": "BullMQ" },
    { "slug": "queues/rabbitmq", "label": "RabbitMQ" },
    { "slug": "queues/celery", "label": "Celery" },
    { "slug": "queues/sidekiq", "label": "Sidekiq" },
    { "slug": "queues/kafka", "label": "Kafka" },
    { "slug": "queues/mqtt", "label": "MQTT" },
    { "slug": "queues/sqs", "label": "AWS SQS" },
    { "slug": "observability/sentry", "label": "Sentry" },
    { "slug": "observability/posthog", "label": "PostHog" },
    { "slug": "observability/datadog", "label": "Datadog" },
    { "slug": "observability/opentelemetry", "label": "OpenTelemetry" },
    { "slug": "observability/logrocket", "label": "LogRocket" },
    { "slug": "testing/jest", "label": "Jest" },
    { "slug": "testing/vitest", "label": "Vitest" },
    { "slug": "testing/playwright", "label": "Playwright" },
    { "slug": "testing/cypress", "label": "Cypress" },
    { "slug": "testing/pytest", "label": "pytest" },
    { "slug": "testing/rspec", "label": "RSpec" },
    { "slug": "testing/testing-library", "label": "Testing Library" },
    { "slug": "data/pandas", "label": "pandas" },
    { "slug": "data/numpy", "label": "NumPy" },
    { "slug": "data/scipy", "label": "SciPy" },
    { "slug": "data/polars", "label": "Polars" },
    { "slug": "data/matplotlib", "label": "Matplotlib" },
    { "slug": "data/seaborn", "label": "seaborn" },
    { "slug": "data/jupyter-notebooks", "label": "Jupyter notebooks" },
    { "slug": "data/snowflake", "label": "Snowflake" },
    { "slug": "data/dbt", "label": "dbt" },
    { "slug": "data/airflow", "label": "Apache Airflow" },
    { "slug": "data/databricks", "label": "Databricks" },
    { "slug": "data/azure-data-factory", "label": "Azure Data Factory" },
    { "slug": "data/ibm-datastage", "label": "IBM DataStage" },
    { "slug": "data/flink", "label": "Apache Flink" },
    { "slug": "data/hadoop", "label": "Apache Hadoop" },
    { "slug": "email/resend", "label": "Resend" },
    { "slug": "email/sendgrid", "label": "SendGrid" },
    { "slug": "email/nodemailer", "label": "Nodemailer" },
    { "slug": "storage/s3", "label": "Amazon S3" },
    { "slug": "storage/cloudinary", "label": "Cloudinary" },
    { "slug": "storage/uploadthing", "label": "UploadThing" },
    { "slug": "realtime/pusher", "label": "Pusher" },
    { "slug": "realtime/ably", "label": "Ably" },
    { "slug": "backend/tokio", "label": "Tokio (Rust async runtime)" },
    { "slug": "data/serde", "label": "Serde (Rust serialization)" },
    { "slug": "backend/actix", "label": "Actix / Actix Web (Rust)" },
    { "slug": "backend/warp", "label": "Warp (Rust web framework)" },
    { "slug": "backend/rocket", "label": "Rocket (Rust web framework)" },
    { "slug": "backend/hyper", "label": "Hyper (Rust HTTP library)" },
    { "slug": "backend/reqwest", "label": "Reqwest (Rust HTTP client)" },
    { "slug": "backend/clap", "label": "Clap (Rust CLI parser)" },
    { "slug": "backend/rand", "label": "Rand (Rust)" },
    { "slug": "db/sqlx", "label": "SQLx (Rust)" },
    { "slug": "db/diesel", "label": "Diesel ORM (Rust)" },
    { "slug": "db/sea-orm", "label": "SeaORM (Rust)" },
    { "slug": "observability/tracing-rs", "label": "tracing (Rust)" },
    { "slug": "backend/uuid", "label": "UUID generation" },
    { "slug": "backend/chrono", "label": "Chrono (Rust date/time)" },
    { "slug": "backend/anyhow", "label": "anyhow (Rust error handling)" },
    { "slug": "backend/thiserror", "label": "thiserror (Rust error handling)" },
    { "slug": "observability/rust-log", "label": "log / env_logger (Rust)" },
    { "slug": "backend/rayon", "label": "Rayon (Rust data parallelism)" },
    { "slug": "backend/crossbeam", "label": "Crossbeam (Rust concurrency)" },
    { "slug": "backend/rust-futures", "label": "futures (Rust)" },
    { "slug": "infra/wasm", "label": "WebAssembly bindings" },
    { "slug": "backend/tower", "label": "Tower (Rust service abstraction)" },
    { "slug": "backend/spring", "label": "Spring Framework / Boot" },
    { "slug": "db/hibernate", "label": "Hibernate ORM" },
    { "slug": "data/jackson", "label": "Jackson (JSON, JVM)" },
    { "slug": "testing/junit", "label": "JUnit" },
    { "slug": "backend/retrofit", "label": "Retrofit (JVM HTTP client)" },
    { "slug": "testing/mockito", "label": "Mockito" },
    { "slug": "testing/hamcrest", "label": "Hamcrest" },
    { "slug": "data/gson", "label": "Gson (JSON, JVM)" },
    { "slug": "backend/okhttp", "label": "OkHttp" },
    { "slug": "backend/apache-commons", "label": "Apache Commons" },
    { "slug": "observability/micrometer", "label": "Micrometer" },
    { "slug": "observability/slf4j", "label": "SLF4J" },
    { "slug": "auth/keycloak", "label": "Keycloak" },
    { "slug": "db/hikaricp", "label": "HikariCP" },
    { "slug": "db/mybatis", "label": "MyBatis" },
    { "slug": "observability/logback", "label": "Logback" },
    { "slug": "backend/rxjava", "label": "RxJava" },
    { "slug": "backend/lombok", "label": "Project Lombok" },
    { "slug": "backend/guice", "label": "Guice (JVM dependency injection)" },
    { "slug": "backend/dagger", "label": "Dagger (JVM dependency injection)" },
    { "slug": "data/protobuf", "label": "Protocol Buffers" },
    { "slug": "db/elasticsearch", "label": "Elasticsearch" },
    { "slug": "data/spark", "label": "Apache Spark" },
    { "slug": "db/lucene", "label": "Apache Lucene" },
    { "slug": "db/cassandra", "label": "Apache Cassandra" },
    { "slug": "frontend/thymeleaf", "label": "Thymeleaf" },
    { "slug": "backend/vertx", "label": "Vert.x" },
    { "slug": "backend/jetty", "label": "Eclipse Jetty" },
    { "slug": "queues/activemq", "label": "Apache ActiveMQ" },
    { "slug": "testing/testng", "label": "TestNG" },
    { "slug": "backend/aspnetcore", "label": "ASP.NET Core" },
    { "slug": "db/entityframework", "label": "Entity Framework Core" },
    { "slug": "testing/xunit", "label": "xUnit.net" },
    { "slug": "data/newtonsoft-json", "label": "Newtonsoft.Json (Json.NET)" },
    { "slug": "data/system-text-json", "label": "System.Text.Json" },
    { "slug": "testing/nunit", "label": "NUnit" },
    { "slug": "testing/moq", "label": "Moq" },
    { "slug": "backend/automapper", "label": "AutoMapper" },
    { "slug": "observability/serilog", "label": "Serilog" },
    { "slug": "backend/mediatr", "label": "MediatR" },
    { "slug": "db/dapper", "label": "Dapper (.NET micro-ORM)" },
    { "slug": "testing/fluentassertions", "label": "FluentAssertions" },
    { "slug": "backend/polly", "label": "Polly (.NET resilience)" },
    { "slug": "queues/hangfire", "label": "Hangfire" },
    { "slug": "queues/masstransit", "label": "MassTransit" },
    { "slug": "auth/identityserver", "label": "IdentityServer / Duende IdentityServer" },
    { "slug": "backend/swagger", "label": "Swagger / OpenAPI (.NET)" },
    { "slug": "testing/autofixture", "label": "AutoFixture" },
    { "slug": "observability/nlog", "label": "NLog" },
    { "slug": "storage/imagesharp", "label": "ImageSharp" },
    { "slug": "backend/refit", "label": "Refit (.NET typed HTTP client)" },
    { "slug": "testing/bogus", "label": "Bogus (.NET fake data)" },
    { "slug": "backend/alamofire", "label": "Alamofire" },
    { "slug": "backend/vapor", "label": "Vapor (Swift server framework)" },
    { "slug": "frontend/swiftui", "label": "SwiftUI" },
    { "slug": "frontend/combine", "label": "Combine (Apple reactive framework)" },
    { "slug": "frontend/kingfisher", "label": "Kingfisher (Swift image loading)" },
    { "slug": "frontend/sdwebimage", "label": "SDWebImage" },
    { "slug": "db/realm", "label": "Realm (mobile database)" },
    { "slug": "frontend/tca", "label": "The Composable Architecture (Swift)" },
    { "slug": "frontend/snapkit", "label": "SnapKit" },
    { "slug": "frontend/rxswift", "label": "RxSwift" },
    { "slug": "frontend/nuke", "label": "Nuke (Swift image loading)" },
    { "slug": "db/grdb", "label": "GRDB.swift" },
    { "slug": "backend/moya", "label": "Moya (Swift networking)" },
    { "slug": "data/swiftyjson", "label": "SwiftyJSON" },
    { "slug": "frontend/lottie", "label": "Lottie (Airbnb animations)" },
    { "slug": "testing/quick-nimble", "label": "Quick / Nimble (Swift BDD testing)" },
    { "slug": "backend/swinject", "label": "Swinject (Swift dependency injection)" },
    { "slug": "frontend/promisekit", "label": "PromiseKit" },
    { "slug": "db/firebase-firestore", "label": "Firebase Firestore" },
    { "slug": "payments/payment-webhook-flow", "label": "Payment webhook flow" },
    { "slug": "payments/iap-subscription-flow", "label": "In-app purchase subscription flow (RevenueCat)" },
    { "slug": "payments/paypal-webhook-flow", "label": "PayPal webhook flow" },
    { "slug": "payments/mercadopago-flow", "label": "Mercado Pago payment flow" },
    { "slug": "payments/lemonsqueezy-webhook-flow", "label": "Lemon Squeezy webhook flow" },
    { "slug": "payments/paddle-webhook-flow", "label": "Paddle webhook flow" },
    { "slug": "auth/session-flow", "label": "Session auth flow" },
    { "slug": "auth/oauth-flow", "label": "OAuth login flow" },
    { "slug": "auth/jwt-refresh-flow", "label": "JWT refresh flow" },
    { "slug": "validation/zod", "label": "Zod" },
    { "slug": "frontend/storybook", "label": "Storybook" }
  ]
}