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Normative: Test failures must be diagnosable without reading the test source.

Automatically generate clear, comprehensive API documentation from your codebase with endpoints, examples, and best practices. \n \n Analyzes API structure to extract endpoints, HTTP methods, parameters, responses, authentication, and error patterns \n Generates endpoint documentation with request/response specifications, code examples in multiple languages (cURL, JavaScript, Python), and error handling details \n Supports REST APIs, GraphQL APIs, and WebSocket APIs with format-specific document

$22

Build MCP servers with TypeScript on Cloudflare Workers, preventing 20 documented production issues. \n \n Supports tools, resources, prompts, tasks, and three authentication patterns (API keys, OAuth, Zero Trust) with built-in Cloudflare service integrations (D1, KV, R2, Vectorize) \n Requires fresh McpServer instance per HTTP request and StreamableHTTPServerTransport for production; SSE transport is deprecated \n Prevents critical issues including server instance reuse breaking concurrent sess

Algorithmic philosophies are computational aesthetic movements that are then expressed through code. Output .md files (philosophy), .html files (interactive viewer), and .js files (generative algorithms).

More important than any "blessed" set of linters: lint consistently across a codebase.

Review Django code for validated performance issues. Research the codebase to confirm issues before reporting. Report only what you can prove.

Scalable backend architecture patterns for Node.js, Express, and Next.js applications. \n \n Covers RESTful API design, repository pattern for data abstraction, service layer separation, and middleware pipelines for request processing \n Includes database optimization techniques: query selection, N+1 prevention, transactions, and Redis caching strategies \n Provides authentication and authorization patterns: JWT validation, role-based access control, and rate limiting implementations \n Features

Comprehensive AI agent skill for all Google Workspace document operations — Docs, Sheets, Slides, Drive, Gmail, Calendar, Chat, Forms, Admin SDK, and Apps Script — via official REST APIs.

Complete reference for writing, validating, and interpreting OpenAPI Specification 2.0 (Swagger) documents. \n \n Covers all core schema elements: Swagger Object root, Info/Contact/License metadata, Paths, Operations, Parameters (path, query, header, body, formData), Responses, and Schemas with composition and polymorphism support \n Includes security definitions for Basic auth, API Key, and OAuth2 flows (implicit, password, application, accessCode) with scope and requirement objects \n Provides