Skills for accessing and searching docs in DeepWiki/GitHub’s public code repositories can help users understand open-source project source codes, and users can also ask questions directly about the code docs.
npx skills add https://github.com/aahl/skills --skill mcp-deepwiki
The DeepWiki MCP server provides programmatic access to DeepWiki’s public repository documentation and search capabilities (Ask Devin).
MCP Server URL: https://mcp.deepwiki.com/mcp
> The tool's results are generated by AI, requiring at least 1 minute or more of timeout time.
npx -y mcporter call "${MCP_URL}.ask_question" repoName:owner/repo question:"User's questions"npx -y mcporter call "${MCP_URL}.read_wiki_structure" repoName:owner/reponpx -y mcporter call "${MCP_URL}.read_wiki_contents" repoName:owner/repo/**
* Get a list of documentation topics for a GitHub repository.
* Args:
* repoName: GitHub repository in owner/repo format (e.g. "facebook/react")
*/
function read_wiki_structure(repoName: string): object;
{
"type": "object",
"properties": {
"repoName": {
"type": "string"
}
},
"required": [
"repoName"
]
}
/**
* View documentation about a GitHub repository.
* Args:
* repoName: GitHub repository in owner/repo format (e.g. "facebook/react")
*/
function read_wiki_contents(repoName: string): object;
{
"type": "object",
"properties": {
"repoName": {
"type": "string"
}
},
"required": [
"repoName"
]
}
/**
* Ask any question about a GitHub repository and get an AI-powered, context-grounded response.
* Args:
* repoName: GitHub repository or list of repositories (max 10) in owner/repo format
* question: The question to ask about the repository
*/
function ask_question(repoName: unknown, question: string): object;
{
"type": "object",
"properties": {
"repoName": {
"anyOf": [
{
"type": "string"
},
{
"items": {
"type": "string"
},
"type": "array"
}
]
},
"question": {
"type": "string"
}
},
"required": [
"repoName",
"question"
]
}
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turns hours of manual changelog writing into minutes of automated generation.
Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
React Native and Expo best practices for building performant mobile apps. Use when building React Native components, optimizing list performance, implementing animations, or working with native modules. Triggers on tasks involving React Native, Expo, mobile performance, or native platform APIs.
React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.
Next.js best practices - file conventions, RSC boundaries, data patterns, async APIs, metadata, error handling, route handlers, image/font optimization, bundling
Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification
Take aahl/mcp-deepwiki from the repository into ~/.claude/skills for personal
use, or into .claude/skills inside a project.
The agent identifies a skill by the name field in its header. Two skills with the
same name cannot sit side by side — one of them will be ignored.
The instructions reference npx.
Without those the skill loads but fails at the first command.