Results for “api-integration”

アプリの本番品質を保証する統合スキル。セキュリティ監査・例外/エラー処理設計・攻撃別対処・ サーバーコスト最適化・パフォーマンス最適化を1つのゲートで検査する。 「セキュリティチェックして」「リリースしていい？」「本番公開前の確認」「脆弱性診断」「監査して」 「エラー処理を設計して」「例外処理を入れて」「攻撃対策」「レート制限」「コストを抑えたい」 「無料枠に収めたい」「パフォーマンス改善」「重い」などの文脈で必ず使用する。 また、認証・ユーザー入力・API・決済・機密データを扱うコードを書いた直後、およびデプロイ前には ユーザーが明示しなくても本スキルの該当セクションを適用する。 デプロイ手順自体は Skill cloudflare-secure-deploy、認証実装は Skill better-auth-google-gate、 LLMコストは Skill llm-api-integration / llm-cost-simulator を併用する。

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Cloudflare Workers + D1/R2/KV/Durable Objects でデータベースとサーバーを安全・高速・高品質に接続し、 絶対に間違えずにデプロイするためのスキル。「デプロイして」「公開して」「本番反映」「Cloudflareに載せて」 「Workersで作って」「D1とつなぐ」「wrangler」「マイグレーション適用」「プレビューURL」などの文脈で必ず使用する。 Cloudflare上のアプリを新規作成・機能追加・デプロイ・レビューする場合、ユーザーが「Cloudflare」と明示しなくても デプロイ先がWorkersなら必ずこのスキルを読むこと。D1スキーマ設計・パフォーマンス改善・セキュリティ強化・ wrangler設定の相談でもトリガーする。認証実装の詳細は Skill better-auth-google-gate、 LLM API組み込みは Skill llm-api-integration を併用。

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Design connections between APIs and services, including webhooks, which notify other systems when events occur. Define event formats, retries, duplicate prevention, and recovery steps for workflows such as order processing and data pipelines.

• Designing webhook notifications between services
• Connecting authentication, orders, and payments
• Planning recovery when a multi-service workflow fails

Design, build, debug, and optimize connections to external APIs. The skill covers REST, GraphQL, event notifications through webhooks, authentication, retries, request limits, and logging to help produce integrations whose failures can be traced.

• Designing a new external API integration
• Building an API client with retries and authentication
• Investigating failed requests or missing results

Create, update, search, and organize Anytype notes and tasks through a command-line tool. It also supports properties, tags, file uploads, and chat access, with JSON output for use in scripts.

• Create and update tasks in Anytype
• Organize notes with tags and properties
• Search objects across spaces

Create presentation drafts from text, outlines, or documents through the 2slides API. Match a reference image's style, choose themes, add AI voice narration, and export slide images or audio for review and use.

• Create a presentation from text or an outline
• Summarize a document into slides
• Match slide styling to a reference image

Build news feeds with GNews, NewsAPI, or HackerNews using headline retrieval, keyword search, and category filters. Includes examples for organizing article data, displaying sources and publication times, and handling failed requests in a frontend service.

• Adding category-based headlines to an app
• Building a keyword search for news articles
• Displaying HackerNews stories with article links

Design, implement, debug, and optimize API integrations with expert-level patterns for REST, GraphQL, webhooks, and authentication flows.

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Compiled CLI covering all 52 endpoints of the Anytype local API — objects, properties, tags, search, chat, files — one binary, no MCP server needed.

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Designs event-driven architectures, webhook systems, API chaining flows, ETL pipelines, and integration patterns between services.

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AI-powered presentation generation via the 2slides API — create slides from text, match a reference image style, summarize documents into decks, add AI voice narration, and export pages/audio. Use for any "make slides", "create a deck", or "slides from this document" request.

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Integrate with external APIs using REST clients, webhook consumers, SDK wrappers, and polling patterns with proper authentication, error handling, and retry logic. Use when the user requests api integration or provides relevant inputs for this workflow.

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Rules for integrating Tauri's native APIs in the frontend application.

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Guide developers in creating Model Context Protocol (MCP) servers. Use for building MCP tools that enable LLMs to interact with external services. Covers TypeScript (primary) and Python FastMCP (secondary), tool annotations, Zod/Pydantic validation, and evaluation question creation.

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Discover, parse, and call external HTTP APIs at runtime using OpenAPI specs, tool templates, and iterative chaining. Adapted from UTCP (Universal Tool Calling Protocol) patterns for Node.js and Claude Code agents.

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Integrate third-party APIs reliably: auth, pagination, retries, webhooks, rate limits, and contract testing. Use when connecting to external REST/GraphQL APIs or building resilient API clients.

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用于设计、实现或审查前后端 API 集成、类型化 API client、REST/tRPC/OpenAPI 客户端选型、认证刷新、API 错误映射、上传流程、SSE/WebSocket/轮询选择、CORS 相关前端行为或跨边界 loading/error 状态。不要用于纯后端服务架构或仅 TanStack Query 缓存策略；中文触发词包括 API 集成、前后端联调、typed API client、接口错误处理、SSE、WebSocket。

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Use when designing, implementing, or reviewing frontend-to-backend API integration, typed API clients, REST/tRPC/OpenAPI client choices, auth refresh, API error mapping, upload flows, SSE/WebSocket/polling choices, CORS-facing frontend behavior, or cross-boundary loading/error states. Do not use for backend-only service architecture or TanStack Query cache policy alone; Chinese triggers include API integration, front-end and back-end joint debugging, typed API client, Interface error handling, SSE, WebSocket.

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AI-powered presentation generation via the 2slides API — create slides from text, match a reference image style, summarize documents into decks, add AI voice narration, and export pages/audio. Use for any "make slides", "create a deck", or "slides from this document" request.

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アプリケーションに LLM API(OpenAI / Anthropic / Gemini 等)を組み込む際のコスト最適化・セキュリティ・運用の必須パターン集。 「AI機能を付けて」「AIで読み取り」「画像認識」「PDFから抽出」「OCR」「自動分類」「レコメンド」「AI連携」「OpenAI APIを使う」 「チャットボット」「LLMを組み込む」などの文脈で、新規アプリ・既存アプリを問わず必ず使用する。 ユーザーが「AI」と明示しなくても、非構造データ(画像/PDF/自由文)からの情報抽出・分類・判別の要件が含まれるなら必ずこのスキルを読むこと。 AI機能のコスト見積・APIキー管理・利用量ダッシュボードの設計・レビューでもトリガーする。 実測グラウンディング付きの費用試算が必要な場合は Skill llm-cost-simulator を併用。 既定スタック(社内業務アプリ、mvp-first)の必須スキルではない optional 群。上記の AI 要件が要件定義で明示された場合、 または app-orchestrator の要件フラグ「AI機能あり」で指示された場合のみロードする。

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AI-powered presentation generation via the 2slides API — create slides from text, match a reference image style, summarize documents into decks, add AI voice narration, and export pages/audio. Use for any "make slides", "create a deck", or "slides from this document" request.

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Designs event-driven architectures, webhook systems, API chaining flows, ETL pipelines, and integration patterns between services.

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Design, implement, debug, and optimize API integrations with expert-level patterns for REST, GraphQL, webhooks, and authentication flows.

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Use when integrating Google Gemini API into projects. Covers model selection, multimodal inputs, streaming, function calling, and production best practices.

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