Io.Github.Ryudi84/Api
MCP server for generating REST API boilerplate and Express endpoints.
adding-a-new-app-route
Fully wires up a new route with required boilerplate, following this repo's conventions for subapps. Use when user wants to add a new route or app or subapp or page or screen.
architectural-analysis
Performs deep architectural analysis of a specified module, directory, or feature area by examining structural coupling, data flow, concurrency patterns, risk, and SOLID alignment. Use when the user wants to assess, evaluate, or review the architecture, design quality, dependency structure, coupling, cohesion, or technical debt of an existing part of the codebase â including requests to audit module boundaries, check for architectural smells, or inform refactoring decisions. Requires a specific focus area (module, directory, or component) to analyze. Not for creating new project structures, scaffolding, or boilerplates. Not for investigating specific bugs, runtime errors, or failures â use investigate. Not for test planning â use test-planning. Not for file-level code review â use code-review. Not for writing documentation or architectural decision records.
spikard
Scaffold Spikard projects and generate code from OpenAPI, AsyncAPI, OpenRPC, GraphQL, and Protobuf schemas using the Spikard CLI or its MCP server. Use when building or updating Spikard-based apps, fixtures, test apps, or agent workflows that should prefer code generation over handwritten boilerplate.
adk-memory-bank-initializer
Helps developers implement the long-term memory layer by providing the boilerplate code for the VertexAiMemoryBankService and the save_session_to_memory_callback.
mcp-scaffold
Scaffold production-ready Python MCP servers using FastMCP. Use when creating new MCP servers, initializing MCP projects, generating server boilerplate, or setting up MCP development environments. Supports all MCP primitives (tools, resources, prompts) with Pydantic validation, async patterns, and proper project structure.
ã¿ã¹ã¯ã¢ãã©ã¤ã¶ã¼
ã¡ã¿èªç¥çã¿ã¹ã¯åæã¨ã¹ãã«é¸æã¬ã¤ãã³ã¹ãæä¾ã
boilerplate
Generate project scaffolds from descriptions. Use when starting a new project, scaffolding, or creating "CLI in Go", "React app with auth", or similar from a short description.
framework-development
Framework evolution mode â evolves the QA boilerplate itself (KATA, fixtures, cli/, scripts/, api/schemas/ pipeline, package.json deps). Self-contained Plan â Code â Verify â Archive pipeline; runs under the `gentle-ai install --preset minimal` install (no SDD-* skills required). Use when adding new fixture APIs, refactoring KATA base classes, evolving the installer, modifying the OpenAPI sync pipeline, or any change to the framework infrastructure that is NOT per-ticket test writing or manual QA. Triggers on: /framework-development, "evolve framework", "framework refactor", "new fixture API", "modify KATA base", "refactor cli", "boilerplate evolution". Do NOT use for: writing tests for a ticket (use /test-automation), manual QA per ticket (use /sprint-testing), documenting test cases (use /test-documentation), running regression suites (use /regression-testing).