Integrations & APIs

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CI with pytest. CI integration. Use when this capability is needed.

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Integration Tests

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Telnyx API integration via CLI. Send SMS/MMS/WhatsApp messages, manage phone numbers, query call logs, debug webhooks, and access your Telnyx account. Use when interacting with Telnyx APIs, managing messaging, or accessing account data. Use when this capability is needed.

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Transcribe audio files to text using Telnyx Speech-to-Text API. Use when you need to convert audio recordings, voice messages, or spoken content to text. Use when this capability is needed.

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Turn 'should never happen' into 'cannot happen' by defining owned inductive invariants and enforcing them at parse/construct/API/DB/lock/txn boundaries with a verification signal. Use when prompts mention invariants, impossible states, validation sprawl, cache/index drift, idempotency/versioning, retries/duplicates/out-of-order events, race/linearization bugs, loop correctness, or hardening another workflow (for example $fix) with invariant checks first. Use when this capability is needed.

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Expert in using AIDP's Ruby planning utilities (parsers, generators, mappers, builders) Use when this capability is needed.

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Go HTTP API development with net/http, Chi, Gin, Echo, and Fiber frameworks Use when this capability is needed.

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Create a new Bubble integration for Bubble Lab following all established patterns and best practices from CREATE_BUBBLE_README.md Use when this capability is needed.

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Generate blog post thumbnails for Skill Stack using the brand aesthetic. Follows an iterative workflow - brainstorm concepts, get approval, generate with Gemini API. Use when this capability is needed.

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CoreML API reference - MLModel lifecycle, MLTensor operations, coremltools conversion, compression APIs, state management, compute device availability, performance profiling. Use when this capability is needed.

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Use when hardening Go code at API boundaries — copying slices/maps, verifying interface compliance, using defer for cleanup, time.Time/time.Duration, or avoiding mutable globals. Also use when reviewing for robustness concerns like missing cleanup or unsafe crypto usage, even if the user doesn't mention "defensive programming." Does not cover error handling strategy (see go-error-handling).

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llama.cpp C API Guide

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Run smoke tests against API endpoints to verify availability and performance. Use after deploy_to_ephemeral, release_to_prod, or when debugging API connectivity. Use when this capability is needed.

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Builds enterprise Django applications with DRF, ORM optimization, async views, and Celery tasks. Use when creating Python web apps, REST APIs, or full-stack Django projects.

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Builds enterprise NestJS applications with TypeScript, dependency injection, TypeORM, and microservices patterns. Use when creating scalable Node.js backends, REST/GraphQL APIs, or microservices.

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Guides how to integrate the NAuth package for user authentication in a .NET 8 project. Use when the user wants to add authentication, configure NAuth, use IUserClient, or understand the NAuth authentication flow. Use when this capability is needed.

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Develop, test, and automate Unreal Engine 5.x projects (WIP). Covers PlayUnreal automation, Remote Control API, Automation Driver, and CI-friendly E2E flows. Use when this capability is needed.

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Complete Switchboard Oracle Protocol SDK for Solana - the permissionless oracle solution for price feeds, on-demand data, VRF randomness, and real-time streaming via Surge. Covers TypeScript SDK, Rust integration, Oracle Quotes, and all Switchboard tools. Use when this capability is needed.

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Postmark API syntax — sending transactional emails, batch emails, and attachments. Use when integrating Postmark or sending email from application code. Use when this capability is needed.

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Search patents, get application data, browse PTAB proceedings, download documents, and analyze patent families using the uspto tool (USPTO Open Data Portal API). Use when this capability is needed.

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스펙 초안 기반으로 상세 문서(ui/flow/api)를 작성합니다. Use when this capability is needed.

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VectCutAPI 视频剪辑 API

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シークレット追加時のドキュメント更新。「シークレットを追加」「環境変数を追加」「API キーを設定」などのリクエスト時に使用。 Use when this capability is needed.

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GraphQL (professional)

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Generate formatted Slack messages for team communication Use when this capability is needed.

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codex-image — AI Image Generation via Codex OAuth

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通过本地 HTTP API 控制 ZAFrida（IntelliJ/PyCharm 插件）。支持项目管理、设备枚举与选择、进程列表、连接模式配置、脚本/参数设置、Run/Attach/Stop 控制、ADB 操作、日志读取（路径/内容/按行）、Console 清空、环境诊断，以及汇总状态查询。 Use when this capability is needed.

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Web search via self-hosted SearxNG. Aggregates Google, Bing, DuckDuckGo, Brave. Returns title/url/snippet. Zero API key required. Use when this capability is needed.

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Write unit and integration tests for Angular v21+ applications using Jest with @testing-library/angular, focusing on user-centric testing, AAA pattern, and modern Angular patterns (Standalone components, Signals). Use for testing components, services, and HTTP interactions with Jest globals and Testing Library DOM matchers. Use when this capability is needed.

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Use when adding or upgrading ScholarAIO support for a scientific computing tool, especially official docs ingestion, toolref integration, lightweight skill design, and end-to-end CLI verification.

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go-zero REST API

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Troubleshoot OpenSandbox issues by running diagnostics (logs, inspect, events, summary) via CLI or HTTP API to diagnose sandbox failures like OOM, crash, image pull errors, network problems, etc. Use when this capability is needed.

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Idiomatic context.Context usage in Golang — propagation through API boundaries, cancellation, timeouts and deadlines, request-scoped values, context.WithoutCancel for background work outliving requests. Apply when designing context propagation across layers, debugging leaked or unexpired contexts, choosing between context.Background/TODO/WithoutCancel, or storing values in context. Not for code that merely accepts ctx as first parameter. Use when this capability is needed.

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Implements GraphQL APIs in Golang using gqlgen or graphql-go. Apply when building GraphQL servers, designing schemas, writing resolvers, handling subscriptions, or integrating GraphQL with existing Go HTTP services. Also apply when the codebase imports `github.com/99designs/gqlgen` or `github.com/graph-gophers/graphql-go`. Use when this capability is needed.

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Write correct, idiomatic Apple MLX code for Apple Silicon ML. Use when working with MLX arrays, neural networks, training loops, lazy evaluation, unified memory, mx.eval, mx.compile, Metal GPU, memory optimization, quantization, or Apple Silicon performance. Covers critical API differences from PyTorch/NumPy, array indexing gotchas (lists must be mx.array, slices create copies), NHWC format for Conv2d, __call__ not forward(), float64 CPU-only, mlx-lm integration, and debugging patterns. Use when this capability is needed.

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Toolkit for creating animated GIFs optimized for Slack, with validators for size constraints and composable animation primitives. This skill applies when users request animated GIFs or emoji animations for Slack from descriptions like "make me a GIF for Slack of X doing Y". Use when this capability is needed.