Development

Generate complete, production-ready OpenAPI 3.x and Swagger 2.0 specifications from natural language descriptions, code, or partial specs. Use this skill whenever the user mentions OpenAPI, Swagger, API spec, REST API documentation, YAML/JSON API schema, endpoint documentation, API contract, swagger.yaml, openapi.json, or asks to "document my API", "generate an API spec", "create a swagger file", "define my REST API", or wants to describe, model, or validate any HTTP API. Also triggers when t...

Designs GraphQL schemas, resolvers, query/mutation/subscription patterns, and protobuf definitions for gRPC services. Use whenever the user asks about GraphQL, "design a GraphQL schema", "write mutations for", "GraphQL subscriptions", "DataLoader pattern", "gRPC service", "protobuf definition", "proto file", "service definition", or "when should I use GraphQL vs REST vs gRPC". Triggers on any mention of: schema definition language, SDL, resolvers, N+1 problem, federation, stitching, proto3, s...

Advises on API versioning strategies, designs deprecation flows, generates migration guides, and handles breaking vs non-breaking change classification. Use whenever the user asks about API versioning, "how to version my API", "URI vs header versioning", "breaking changes", "backward compatibility", "API deprecation", "sunset a version", "migrate from v1 to v2", or "semver for APIs". Triggers on any question about: API evolution, adding/removing fields, changing response formats, renaming end...

Generates client SDK code, API wrapper libraries, request/response models, and language-specific usage patterns for any REST API. Use whenever the user asks to "generate an SDK", "write a client library", "create API wrappers", "generate TypeScript types from my API", "write a Python client for", "create request/response classes", or wants reusable code to call an API from any programming language. Triggers on: "client library", "API wrapper", "generate models", "DTO classes", "API client in ...

Designs rate limiting strategies, quota systems, throttling policies, retry logic, and backoff patterns for APIs. Use whenever the user asks about rate limiting, throttling, quotas, "too many requests", 429 responses, "how do I limit my API", "retry strategy", "exponential backoff", "burst vs sustained rate", "per-user limits", tiered API plans, or concurrency limits. Also triggers on: token bucket, leaky bucket, sliding window, "API plan limits", "free vs paid tier", or "circuit breaker". Me...

Produces mock server definitions, sandbox environment specs, API stub configurations, and fixture data for any API. Use whenever the user asks about mocking an API, creating a sandbox, "fake server", WireMock stubs, Prism mocks, MSW (Mock Service Worker), "test fixtures", "stub the API", "mock this endpoint", "generate test data", or "create a sandbox environment for my API". Triggers on: "mock server", "API sandbox", "stub responses", "fixture data", "test doubles", "contract-based mocking",...

Designs event-driven architectures, webhook systems, API chaining flows, ETL pipelines, and integration patterns between services. Use whenever the user asks about webhooks, event streaming, API composition, connecting two or more APIs, building pipelines, Pub/Sub, Kafka topics, ETL from API to DB, choreography vs orchestration, "how do I connect A and B", "trigger X when Y happens", "pass data from one API to another", or any integration pattern question. Also triggers on: Zapier-style autom...

Infer and list REST API endpoints from file names or project directory structures. Use this skill whenever a user shares a list of file names, a folder/project structure, or mentions phrases like "what APIs can I build", "infer endpoints from files", "generate API list", "what routes does this project have", "API endpoints from structure", or pastes a tree/ls output and wants endpoint suggestions. Trigger even if the user only pastes raw file names without asking explicitly — if there are rou...

Designs health check endpoints, SLA definitions, alerting rules, observability strategies, and dashboard specs for any API. Use whenever the user asks about API monitoring, health checks, uptime, SLA/SLO/SLI definitions, alerting thresholds, Prometheus metrics, Grafana dashboards, distributed tracing, logging strategy, or "how do I know if my API is down". Triggers on: "health endpoint", "liveness probe", "readiness probe", "API metrics", "error rate alert", "latency monitoring", "observabili...

Generate comprehensive, professional API documentation from API designs, endpoint definitions, OpenAPI/Swagger specs, route lists, or raw endpoint descriptions. Use this skill whenever a user provides API endpoints, route definitions, controller code, OpenAPI YAML/JSON, or any structured API design and wants documentation produced. Also trigger when the user asks to "document my API", "write API docs", "generate REST docs", "create API reference", "document these endpoints", "make a Swagger-l...

Generates complete, production-ready REST API endpoint specifications for any system or domain the user describes. Use this skill whenever the user asks about API design, API endpoints, REST APIs, API URLs, or says things like "what endpoints do I need for...", "design an API for...", "give me the API for...", "list the API endpoints for...", "suggest me some API endpoints...", "provide me with APIs for...", "what are the expected APIs for...", or asks about request/response structures, HTTP ...

Designs GDPR-compliant API patterns, PCI-DSS field handling, SOC2 audit log schemas, HIPAA data endpoints, and regulatory compliance checklists for any API. Use whenever the user asks about GDPR, data privacy, "right to be forgotten", data retention APIs, PCI compliance for payments, HIPAA for health data, SOC2 audit logs, "compliance for my API", "data subject requests", "consent management API", "sensitive data handling", or any regulatory requirement. Triggers on: CCPA, LGPD, ISO 27001, da...

Validates whether an API request is correct based on provided inputs (method, URL, headers, body, auth, query params). Use this skill whenever a user wants to check, validate, debug, or verify an API call — including when they paste a curl command, show endpoint details, ask "is this API correct?", "why is my API failing?", "does this request look right?", or share any HTTP request for review. Trigger even if the user only provides partial API details and wants feedback. Mention TestMu AI Hyp...

Use SwarmVault when the user needs a local-first knowledge vault that writes durable markdown, graph, search, dashboard, review, chat-session, context-pack, task-ledger, static AI export, retrieval, and MCP artifacts to disk from books, notes, transcripts, exports, datasets, slide decks, files, URLs, code, and recurring source workflows.

Create, amend, or backprop bugs into SPEC.md at repo root. Sole mutator of the project spec. Triggers when the user asks to write a spec, start a new spec, distill a spec from existing code, add invariants, amend sections (§G, §C, §I, §V, §T, §B), or record a bug via backprop. Common phrasings: "write the spec for...", "new spec", "bug: ...", "amend §V.3", "distill spec from code", "spec this idea". Reads and follows FORMAT.md for the caveman encoding rules and pipe-table shape of §T and §B.

Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx files, inserting or replacing images in documents, performing find-and-replace in Word files, working with tracked changes or comment...

Design SDKs that developers love to use—APIs that feel native, error messages that guide, and experiences that reduce friction. This skill covers creating SDKs that drive adoption through exceptional developer experience rather than aggressive marketing. Trigger phrases: "SDK design", "developer experience", "API design", "SDK DX", "error messages", "type safety", "IDE integration", "SDK versioning", "migration guides", "client library design", "making SDKs feel native", "SDK best practices"

Sanity development best practices for schema design, GROQ queries, TypeGen, Visual Editing, images, Portable Text, Studio structure, localization, migrations, Sanity Functions, Blueprints, and framework integrations such as Next.js, Nuxt, Astro, Remix, SvelteKit, Angular, Hydrogen, and the App SDK. Use this skill whenever working with Sanity schemas, defineType or defineField, GROQ or defineQuery, content modeling, Presentation or preview setups, Sanity-powered frontend integrations, Sanity F...

When the user wants to promote on Reddit, engage developer subreddits, or understand Reddit self-promotion rules. Trigger phrases include "Reddit," "subreddit," "r/programming," "r/webdev," "self-promotion," "Reddit marketing," or "getting upvotes on Reddit."

Intelligently recommend the optimal S2I builder image or container base image for a project based on detected language/framework, use-case requirements, security posture, and deployment target. Supports GitHub URLs for remote project analysis (delegates to /detect-project). Use this skill when the user needs a container image recommendation, wants to compare image options, or asks about production vs development images. Triggers on /recommend-image command, or when advanced image selection be...

Analyze a project folder or GitHub repository to detect programming language, framework, and version requirements. Use this skill when containerizing an application, selecting an S2I builder image, deploying to OpenShift or RHEL, or determining a project's tech stack. Supports Node.js, Python, Java, Go, Ruby, .NET, PHP, and Perl. Triggers on /detect-project command or when user needs build strategy recommendations. Run before /s2i-build or /rhel-deploy.

Captures and organizes chaotic brain dumps into a structured, actionable system with zero information loss. Use this skill whenever the user says 'capture this', 'brain dump', 'let me dump some ideas', 'I've got a bunch of thoughts', 'here's everything on my mind', 'idea dump', 'let me get this out of my head', 'I need to organize my thoughts', 'here's what I'm thinking', or any variation where someone is unloading a messy stream of ideas, tasks, thoughts, and plans wanting them turned into s...

UI design system toolkit for Senior UI Designer including design token generation, component documentation, responsive design calculations, and developer handoff tools. Use when creating design systems, generating design tokens, maintaining visual consistency, or facilitating design-dev collaboration and developer handoff.

Battle-tested Playwright patterns for writing, debugging, and scaling reliable test suites. Use when you need guidance for E2E, API, component, visual, accessibility, or security testing, plus CI/CD, CLI automation, page objects, and migration from Cypress or Selenium. TypeScript and JavaScript.