Agent skill

Sosumi

by CamilleScholtz in CamilleScholtz/swmpc

Fetches Apple documentation as Markdown via Sosumi. An agent skill from CamilleScholtz/swmpc.

EUPL-1.2Auto-check passedMobile

Install Sosumi

skills CLI
$ npx skills add CamilleScholtz/swmpc --skill sosumi -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install CamilleScholtz/swmpc sosumi --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/CamilleScholtz/swmpc.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/sosumi .claude/skills/sosumi && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
sosumi
GitHub stars
239
Used in
2 other repos
Token cost
~930 tokens
SKILL.md length
352 words
Files
1
Skills in repo
27
Repo updated
First seen
Licence
EUPL-1.2

At a glance

Fetches Apple documentation as Markdown via Sosumi. An agent skill from CamilleScholtz/swmpc.

  • Works in 3 steps: If you already have a… → If you do not know the exact page path,… → Prefer specific symbol pages instead of…
  • Apple API reference
  • SKILL.md covers When to Use, Core Workflow, HTTP Usage and Content Types, plus 3 more sections
  • Reaches sosumi.ai and developer.apple.com

What it does

Sosumi is an agent skill from CamilleScholtz/swmpc. Fetches Apple documentation as Markdown via Sosumi. Use for Apple API reference, Human Interface Guidelines, WWDC transcripts, and external Swift-DocC pages.

Its SKILL.md is about 930 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Mobile, covering iOS development. The repository describes itself as: An MPD client for macOS & iOS.

When your agent uses it

  • Apple API reference
  • Human Interface Guidelines
  • WWDC transcripts
  • External Swift-DocC pages

Example prompts

  • “Use the sosumi skill to fetch Apple documentation as Markdown via Sosumi. An agent skill from CamilleScholtz/swmpc”
  • “/sosumi”

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

  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.

What it can do on your machine

Read from SKILL.md and the folder at commit 51fa7cb. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • sosumi.ai
    • developer.apple.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Sosumi loads about 930 tokens when it runs. Until then it costs about 41 tokens; SKILL.md has 352 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~41
When it runs · the whole SKILL.md, loaded when a task matches
~930

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Its licence (EUPL-1.2) doesn't allow us to republish the file, so here is its outline and opening line. It has 352 words (~930 tokens).

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

— opening of SKILL.md by CamilleScholtz, EUPL-1.2
name
sosumi

Read the full SKILL.md on GitHub

Files

Just SKILL.md in .agents/skills/sosumi of CamilleScholtz/swmpc.

Open the folder on GitHubat commit 51fa7cb

Used in 2 other repositories

We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 2 other GitHub owners. This page covers the copy in CamilleScholtz/swmpc, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Sosumi next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Sosumi compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Sosumi this skillCamilleScholtz/swmpc2392 repos~930Automated safety check: PassEUPL-1.2
Swiftui Protwostraws/SwiftUI-Agent-Skill5.6k2 repos~1.5kAutomated safety check: PassMIT
Swiftui UI PatternsAFK-surf/OpenBridge4304 repos~887Automated safety check: PassMIT
Swiftui Performance Auditharperreed/dotfiles3348 repos~1.4kAutomated safety check: PassNone
Swift Testing ExpertAvdLee/Swift-Testing-Agent-Skill4711 repos~1.2kAutomated safety check: PassMIT
Hig Project Contextraintree-technology/hig-doctor1445 repos~1.2kAutomated safety check: PassMIT

Similar skills

  • Swiftui Pro

    twostraws/SwiftUI-Agent-Skill

    Comprehensively reviews SwiftUI code for best practices on modern APIs, maintainability, and performance.

    5.6k GitHub starsUsed in 2 repos~1.5k tokens
    MobileAuto-check passed
  • Swiftui UI Patterns

    AFK-surf/OpenBridge

    Best practices and example-driven guidance for building SwiftUI views and components.

    430 GitHub starsUsed in 4 repos~887 tokens
    MobileAuto-check passed
  • Swiftui Performance Audit

    harperreed/dotfiles

    Audit and improve SwiftUI runtime performance from code review and architecture.

    334 GitHub starsUsed in 8 repos~1.4k tokens
    MobileAuto-check passed
  • Swift Testing Expert

    AvdLee/Swift-Testing-Agent-Skill

    Expert guidance for Swift Testing: test structure, expect/require macros, traits and tags, parameterized tests, test plans, parallel execution, async waiting patterns, and XCTest migration.

    471 GitHub starsUsed in 1 repo~1.2k tokens
    MobileAuto-check passed
  • Hig Project Context

    raintree-technology/hig-doctor

    Create or update a shared Apple design context document that other HIG skills use to tailor guidance.

    144 GitHub starsUsed in 5 repos~1.2k tokens
    MobileAuto-check passed
  • Swift Testing Pro

    twostraws/Swift-Testing-Agent-Skill

    Writes, reviews, and improves Swift Testing code using modern APIs and best practices.

    456 GitHub stars~1.1k tokensUpdated 4 mo ago
    MobileAuto-check passed

More from CamilleScholtz/swmpc

All 27 skills in this repo
  • Asc Localize Metadata

    CamilleScholtz/swmpc

    Automatically translate and sync App Store metadata (description, keywords, what's new, subtitle) to multiple languages using LLM translation and asc CLI.

    239 GitHub starsUsed in 5 repos~2.8k tokens
    Auto-check passed
  • Asc Shots Pipeline

    CamilleScholtz/swmpc

    Orchestrate iOS screenshot automation with xcodebuild/simctl for build-run, AXe for UI actions, JSON settings and plan files, Koubou-based framing (asc screenshots frame), and screenshot upload (asc…

    239 GitHub starsUsed in 4 repos~2.8k tokens
    Auto-check passed
  • Asc Signing Setup

    CamilleScholtz/swmpc

    Set up bundle IDs, capabilities, signing certificates, provisioning profiles, and encrypted signing sync with the asc cli.

    239 GitHub starsUsed in 4 repos~1.1k tokens
    Auto-check passed
  • Asc Metadata Sync

    CamilleScholtz/swmpc

    Sync, validate, and apply App Store metadata with the current asc canonical metadata workflow.

    239 GitHub starsUsed in 3 repos~1.5k tokens
    Auto-check passed
  • Asc Screenshot Resize

    CamilleScholtz/swmpc

    Resize and validate App Store screenshots with current asc screenshot-size data and macOS sips.

    239 GitHub starsUsed in 3 repos~927 tokens
    Auto-check passed
  • Asc Aso Audit

    CamilleScholtz/swmpc

    Run an offline ASO audit on canonical App Store metadata under ./Store and surface keyword gaps using Astro MCP.

    239 GitHub starsUsed in 5 repos~2.6k tokens
    Auto-check passed

Categories

Questions about Sosumi

What does Sosumi do?

Fetches Apple documentation as Markdown via Sosumi. An agent skill from CamilleScholtz/swmpc. Sosumi is an agent skill from CamilleScholtz/swmpc. Fetches Apple documentation as Markdown via Sosumi.

When should I use Sosumi?

Sosumi fits situations like: apple API reference; human Interface Guidelines; WWDC transcripts; external Swift-DocC pages.

How do I install Sosumi in Claude Code?

Run `npx skills add CamilleScholtz/swmpc --skill sosumi -a claude-code`. Or copy the skill folder (.agents/skills/sosumi in CamilleScholtz/swmpc) into .claude/skills/sosumi in your project. Claude Code loads it when a task matches its description.

How do I install Sosumi in Codex?

Run `npx skills add CamilleScholtz/swmpc --skill sosumi -a codex`. Or copy the skill folder (.agents/skills/sosumi in CamilleScholtz/swmpc) into .agents/skills/sosumi in your project. Codex loads it when a task matches its description.

Can I use Sosumi in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add CamilleScholtz/swmpc --skill sosumi -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/sosumi, .gemini/skills/sosumi, .github/skills/sosumi and .opencode/skills/sosumi in your project.

What does Sosumi need to run?

SKILL.md names no scripts, command-line tools or credentials: Sosumi is instructions for the agent only.

Does Sosumi access the network?

SKILL.md names 2 domains. In commands or code: sosumi.ai and developer.apple.com; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.

Is Sosumi safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Sosumi use?

Sosumi is published under the EUPL-1.2 licence (the repository's licence).

How many tokens does Sosumi use?

About 930 tokens (SKILL.md is roughly 3.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Sosumi?

Skills that share tags, products or a category with Sosumi: Swiftui Pro (twostraws/SwiftUI-Agent-Skill, 5.6k stars), Swiftui UI Patterns (AFK-surf/OpenBridge, 430 stars), Swiftui Performance Audit (harperreed/dotfiles, 334 stars) and Swift Testing Expert (AvdLee/Swift-Testing-Agent-Skill, 471 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Sosumi?

CamilleScholtz (a GitHub user) maintains it in CamilleScholtz/swmpc, which has 239 GitHub stars. The repository holds 27 skills in this directory. The repository was last updated on October 6, 2026.

Source: CamilleScholtz/swmpc on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.