Integrations & APIs

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Keep TroubleScout’s GitHub Copilot SDK integration current by verifying the installed Copilot CLI + GitHub.Copilot.SDK versions, updating when needed, and following the official usage guidance. Use when this capability is needed.

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Complete guide for Light Protocol on Solana - includes ZK Compression for rent-free compressed tokens and PDAs using zero-knowledge proofs, and the Light Token Program for high-performance token standard (200x cheaper than SPL). Covers TypeScript SDK, JSON RPC methods, and complete integration patterns. Use when this capability is needed.

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Frappe REST API Development

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Review GitHub pull requests using the gh CLI. Use when a user asks for a PR review, architectural feedback, or wants a structured checklist and summary based on gh pr view/diff/comments or gh api pull request comments. Use when this capability is needed.

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Responsible for server-side logic, API development, and database integration. Use when this capability is needed.

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Xero API Integration Skill

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OpenAI REST API

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Create a new FastAPI endpoint for the claudeskills REST API Use when this capability is needed.

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Convert documents into business stories and infographics via Gemini API. Use for turning reports, documents, or text into visual summaries or infographics. Use when this capability is needed.

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Create and maintain API version changes. Use when adding breaking changes to API responses/requests, creating version change files, transforming data between versions, or handling backward compatibility. Use when this capability is needed.

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Search and discover AI skills using the SkillsMP API. Supports keyword search and AI semantic search powered by Cloudflare AI. Use when users want to find AI skills, search for specific capabilities, or explore community-built AI tools. Triggers on "search skills", "find AI skills", "look up skills", "skills marketplace", "AI skills database". Use when this capability is needed.

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Guides work on the GesCall Node.js Express backend in back/ (API routes, Socket.IO, PostgreSQL, migrations, .env). Use when editing back/, server.js, routes under /api, sockets, migrations, or when the user mentions backend, API, or port 3001. Use when this capability is needed.

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Grid API Skill

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OpenAI Responses API

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This skill should be used when the user asks to "add caching", "implement Redis cache", "cache API response", "invalidate cache", "add cache layer", "optimize with caching", or mentions Redis, caching strategies, cache invalidation, or performance optimization. Provides Redis caching patterns for FastAPI. Use when this capability is needed.

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Detects and captures technical decisions during conversations. Use when architectural choices, library selections, design patterns, API designs, or trade-off decisions are made. Automatically prompts user to save decisions as ADR files. Use when this capability is needed.

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Onboards users to MLflow by determining their use case (GenAI agents/apps or traditional ML/deep learning) and guiding them through relevant quickstart tutorials and initial integration. If an experiment ID is available, it should be supplied as input to help determine the use case. Use when the user asks to get started with MLflow, set up tracking, add observability, or integrate MLflow into their project. Triggers on "get started with MLflow", "set up MLflow", "onboard to MLflow", "add MLflow to my project", "how do I use MLflow". Use when this capability is needed.

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This skill translates natural language questions about Starknet indexed data into ibis CLI queries or REST API calls. It should be used when the user asks questions about blockchain data indexed by ibis, such as 'who has the highest score?', 'show me recent transfers', 'how many swaps happened today?', or any data question that can be answered by querying ibis tables. Triggered by natural language data questions when an ibis.config.yaml is present or when the user references ibis data. Use when this capability is needed.

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Fetch and analyze code coverage from Codecov API for the linkml project. Use when checking coverage before making a PR, analyzing coverage changes, or finding low-coverage files. Use when this capability is needed.

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Adds and updates TypeDoc (TSDoc) comments to TypeScript source files in the Medusa codebase. Covers HTTP types, API routes, UI components, data models, service interfaces, JS SDK methods, abstract providers, workflow SDK functions, core-flows workflows and steps, and events. Use when adding TSDoc comments to files in packages/core/types/src/http, packages/medusa/src/api, packages/design-system/ui/src/components, packages/modules/*/src/models, packages/core/types/src, packages/core/js-sdk/src, packages/core/utils/src, packages/core/workflows-sdk/src/utils/composer, packages/core/core-flows/src, or packages/core/utils/src/core-flows/events.ts. Use when this capability is needed.

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Generate or edit images via BlockRun's image API. Trigger when the user asks to generate, create, draw, make an image — or to edit, modify, change, or retouch an existing image. Use when this capability is needed.

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Go database integration patterns using sqlx, pgx, and migration tools like golang-migrate Use when this capability is needed.

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mypy - Static type checker for Python with gradual typing, strict mode, Protocol support, and framework integration Use when this capability is needed.

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Comprehensive Contentful REST API guide. Covers Content Management API (CMA) for creating/updating content, Content Delivery API (CDA) for fetching published content, Preview API, Images API, and GraphQL API. All examples use curl/HTTP — language-agnostic. Use when this capability is needed.

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Quick API endpoint testing with comprehensive request/response validation. Use when this capability is needed.

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When to Use

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GreyCat SDK - C API, Standard Library & Plugin Development

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Create a new integration test for dbt-autofix with proper folder structure and golden files Use when this capability is needed.

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Use when tasks involve django-allauth setup, signup/login/logout, email verification, password reset, account adapters, social login, OAuth/OIDC/SAML provider configuration, MFA, user sessions, headless/API authentication, or django-allauth identity-provider mode. Use this whenever the user is building, debugging, or reviewing django-allauth integration, even if they only mention allauth settings, SocialApp, provider callbacks, or adapter hooks.

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Generate a standup summary from recent activity - git commits, Jira issues, MRs, calendar, Slack, memory follow-ups, discovered work. Use when user says "standup", "generate standup", "what did I do?", or "daily status". Use when this capability is needed.

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Builds production Express.js APIs with TypeScript, middleware patterns, authentication, and error handling. Use when creating Node.js backends, REST APIs, or Express applications.

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Builds high-performance FastAPI applications with async/await, Pydantic v2, dependency injection, and SQLAlchemy. Use when creating Python REST APIs, async backends, or microservices.

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Builds enterprise Laravel applications with Eloquent, API Resources, Sanctum auth, and queue processing. Use when creating PHP backends, REST APIs, or full-stack Laravel applications.

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> **[IMPORTANT]** Use `TaskCreate` to break ALL work into small tasks BEFORE starting — including tasks for each file read. This prevents context loss from long files. For simple tasks, AI MUST ATTENTION ask user whether to skip.

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Write TypeScript code for EcuBus-Pro (ECB) automotive diagnostics. Provides API reference for UDS, CAN, LIN, DoIP, SOME/IP, CRC, Crypto, SerialPort, and test framework. Use when writing ECB scripts, working with automotive protocols, or developing diagnostic services. Use when this capability is needed.

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Design database schemas and API contracts at system boundaries. Use when creating or modifying database tables, API endpoints, or data serialization formats. Make sure to use this skill whenever the user adds database migrations, designs REST/GraphQL APIs, creates DTOs, defines request/response shapes, or works on data serialization — even for adding a single column or endpoint. Use when this capability is needed.