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sosumi

sosumi

github.com/nshipsterDevelopment4802.1k installsUpdated 1w ago
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About sosumi

sosumi is a skill for coding agents that need precise Apple API, design, or WWDC details. It provides a search-and-fetch workflow for retrieving documentation as Markdown, including external Swift-DocC pages.

Key features

  1. 01Search Apple documentation
  2. 02Fetch API pages as Markdown
  3. 03Retrieve HIG content
  4. 04Fetch WWDC transcripts
  5. 05Fetch external Swift-DocC

Use cases

  1. 01Check Swift API signatures and availability
  2. 02Answer Human Interface Guidelines questions
  3. 03Look up WWDC session transcripts

MCP support

When configured as an MCP server at https://sosumi.ai/mcp, it exposes tools to search and fetch Apple documentation, HIG pages, video transcripts, and external Swift-DocC pages.

Install

Copy the command and run it in a terminal.

$npx skills add https://github.com/nshipster/sosumi.ai --skill sosumi

After installing, type/sosumiin Claude Code to confirm it loaded.

Bundled files

References and scripts installed along with SKILL.md.

_headers
favicon.svg
index.html
llms.txt
robots.txt
sitemap.xml
sosumi.m4a
webmcp.js
icons/
square.and.pencil.svg

Details

From the project README

Sosumi Skill

Use this skill to reliably fetch Apple docs as Markdown when coding agents need precise API details.

When to Use

Use Sosumi when the request involves any of the following:

  • Apple platform APIs (Swift, SwiftUI, UIKit, AppKit, Foundation, etc.)
  • API signatures, availability, parameter behavior, or return semantics
  • Human Interface Guidelines questions
  • WWDC session transcript lookup
  • External Swift-DocC documentation (for example, GitHub Pages or Swift Package Index hosts)

Core Workflow

  1. If you already have a developer.apple.com URL, replace the host with sosumi.ai and keep the same path.
  2. If you do not know the exact page path, search first, then fetch the best match.
  3. Prefer specific symbol pages instead of broad top-level pages when answering implementation questions.
Optional CLI Preflight

If the Sosumi CLI is available, quickly verify local access before deeper debugging:

  • sosumi --version confirms the CLI is installed and on PATH.
  • sosumi --help shows top-level usage.
  • sosumi <command> --help is the manual for command-specific behavior.

HTTP Usage

Replace developer.apple.com with sosumi.ai:

  • Original: https://developer.apple.com/documentation/swift/array
  • AI-readable: https://sosumi.ai/documentation/swift/array

Content Types

Apple API Reference
  • Pattern: https://sosumi.ai/documentation/{framework}/{symbol}
  • Examples:
    • https://sosumi.ai/documentation/swift/array
    • https://sosumi.ai/documentation/swiftui/view
Human Interface Guidelines
  • Pattern: https://sosumi.ai/design/human-interface-guidelines/{topic}
  • Examples:
    • https://sosumi.ai/design/human-interface-guidelines
    • https://sosumi.ai/design/human-interface-guidelines/foundations/color
Apple Video Transcripts
  • Pattern: https://sosumi.ai/videos/play/{collection}/{id}
  • Examples:
    • https://sosumi.ai/videos/play/wwdc2021/10133
    • https://sosumi.ai/videos/play/meet-with-apple/208
External Swift-DocC
  • Pattern: https://sosumi.ai/external/{full-https-url}
  • Examples:
    • https://sosumi.ai/external/https://apple.github.io/swift-argument-parser/documentation/argumentparser/
    • https://sosumi.ai/external/https://swiftpackageindex.com/pointfreeco/swift-composable-architecture/1.23.1/documentation/composablearchitecture

MCP Tools Quick Reference

Use these when Sosumi is configured as an MCP server (https://sosumi.ai/mcp):

ToolParametersUse
searchAppleDocumentationquery: stringSearch Apple documentation and return structured results
fetchAppleDocumentationpath: stringFetch Apple docs or HIG content by path as Markdown
fetchAppleVideoTranscriptpath: stringFetch Apple video transcript by /videos/play/... path
fetchExternalDocumentationurl: stringFetch external Swift-DocC page by absolute HTTPS URL

Best Practices

  • Search first if the exact path is unknown.
  • Fetch targeted symbol pages for coding questions.
  • Keep source links in answers so users can verify details quickly.
  • Use Sosumi paths directly in responses whenever referencing Apple documentation pages.
  • Don't rely on conformance conditions, such as "Conforms when Element conforms to Hashable." Apple's documentation data leaves some out and gets some wrong. When a condition matters, read the declaration in the module's .swiftinterface file in the SDK.

Troubleshooting

404 or sparse output
  • The path may be incorrect or too broad.
  • Run a search query first, then fetch a specific result path.
External page cannot be fetched
  • The host may block access via robots.txt or X-Robots-Tag directives.
  • Try another canonical page URL for the same symbol.

Comments

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