axiom-apple-docs-research

charleswiltgen/axiom · updated Apr 8, 2026

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$npx skills add https://github.com/charleswiltgen/axiom --skill axiom-apple-docs-research
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summary

✅ Use this skill when:

skill.md

Apple Documentation Research

When to Use This Skill

Use this skill when:

  • Researching Apple frameworks or APIs (WidgetKit, SwiftUI, etc.)
  • Need full WWDC session transcripts with code samples
  • Looking for Apple Developer documentation
  • Want to extract code examples from WWDC presentations
  • Building comprehensive skills based on Apple technologies

Do NOT use this skill for:

  • Third-party framework documentation
  • General web research
  • Questions already answered in existing skills
  • Basic Swift language questions (use Swift documentation)

Related Skills

  • Use superpowers-chrome:browsing for interactive browser control
  • Use writing-skills when creating new skills from Apple documentation
  • Use reviewing-reference-skills to validate Apple documentation skills

Core Philosophy

Apple Developer video pages contain full verbatim transcripts with timestamps and complete code samples. Chrome's auto-capture feature makes this content instantly accessible without manual copying.

Key insight: Don't manually transcribe or copy code from WWDC videos. The transcripts are already on the page, fully timestamped and formatted.

WWDC Session Transcripts via Chrome

The Technique

Apple Developer video pages (developer.apple.com/videos/play/wwdc20XX/XXXXX/) contain complete transcripts that Chrome auto-captures.

Step-by-Step Process

  1. Navigate using Chrome browser MCP tool:

    {
      "action": "navigate",
      "payload": "https://developer.apple.com/videos/play/wwdc2025/278/"
    }
    

    Tool name: mcp__plugin_superpowers-chrome_chrome__use_browser

    Complete invocation:

    Use the mcp__plugin_superpowers-chrome_chrome__use_browser tool with:
    - action: "navigate"
    - payload: "https://developer.apple.com/videos/play/wwdc2025/278/"
    
  2. Locate the auto-captured file:

    • Chrome saves to: ~/.../superpowers/browser/YYYY-MM-DD/session-TIMESTAMP/
    • Session directory uses Unix timestamp in milliseconds (e.g., session-1765217804099)
    • Filename pattern: NNN-navigate.md (e.g., 001-navigate.md)

    Finding the latest session:

    # List sessions sorted by modification time (newest first)
    ls -lt ~/Library/Caches/superpowers/browser/*/session-* | head -5
    
  3. Read the captured transcript:

    • Full spoken content with timestamps (e.g., [0:07], [1:23])
    • Descriptions of code and API usage (spoken, not formatted)
    • Chapter markers and resource links

What You Get

✅ WWDC transcripts contain:

  • Full spoken content with timestamps (e.g., [0:07], [1:23])
  • API names mentioned by speakers (e.g., widgetRenderingMode, supportedMountingStyles)
  • Descriptions of what code does ("I'll add the widgetRenderingMode environment variable")
  • Step-by-step explanations of implementations
  • Chapter markers and resource links

❌ WWDC transcripts do NOT contain:

  • Formatted Swift code blocks ready to copy-paste
  • Complete implementations
  • Structured code examples

Critical Understanding: Transcripts are spoken word, not code. You'll read sentences like "I'll add the widgetRenderingMode environment variable to my widget view" and need to reconstruct the code yourself from these descriptions.

When Code Isn't Clear from Transcript

If the transcript's code descriptions aren't detailed enough, follow this fallback workflow:

  1. Check Resources Tab

    • Navigate back to the WWDC session page
    • Click "Resources" tab
    • Look for "Download Sample Code" or "View on GitHub"
    • Download Xcode project with complete working implementation
  2. Use sosumi.ai for API Details

    • Look up specific APIs mentioned in transcript
    • Example: Transcript says "widgetAccentedRenderingMode" → look up sosumi.ai/documentation/swiftui/widgetaccentedrenderingmode
    • Get exact signature, parameters, usage
  3. Jump to Timestamp in Video

    • Use transcript timestamp to jump directly to code explanation in video
    • Example: Transcript says code at [4:23] → watch that specific 30-second segment
    • Faster than watching entire 45-minute session
  4. Combine Sources

    • Transcript = conceptual understanding + workflow
    • Resources = complete code
    • sosumi.ai = API details
    • Result: Full picture without manually reconstructing everything

Example transcript structure:

# Session Title - WWDC## - Videos - Apple Developer

## Chapters
- 0:00 - Introduction
- 1:23 - Key Topic 1

## Transcript
0:00
Speaker: Welcome to this session...

[timestamp]
Now I'll add the widgetAccentedRenderingMode modifier...

Example Session

WWDC 2025-278 "What's new in widgets":

  • Navigate: https://developer.apple.com/videos/play/wwdc2025/278/
  • Captured: 001-navigate.md
  • Contains: ~15 minutes of full transcript with API references and code concepts

Apple Documentation via sosumi.ai

Why sosumi.ai

Developer.apple.com documentation is HTML-heavy and difficult to parse. sosumi.ai provides the same content in clean markdown format.

URL Pattern

Instead of:

https://developer.apple.com/documentation/widgetkit

Use:

https://sosumi.ai/documentation/widgetkit

URL Pattern Rules

Format: https://sosumi.ai/documentation/[framework]

Rules for framework name:

  1. Lowercase - Use lowercase even if framework is capitalized (SwiftUI → swiftui)
  2. No spaces - Remove all spaces (Core Data → coredata)
  3. No hyphens - Remove all hyphens (App Intents → appintents, NOT app-intents)
  4. Case-insensitive - Both SwiftUI and swiftui work, but lowercase is recommended

Common mistakes:

  • app-intents → ✅ appintents
  • axiom-core-data → ✅ coredata
  • AVFoundation → ✅ avfoundation

Examples:

Framework Name sosumi.ai URL
SwiftUI sosumi.ai/documentation/swiftui
App Intents sosumi.ai/documentation/appintents
Core Data sosumi.ai/documentation/coredata
AVFoundation sosumi.ai/documentation/avfoundation
UIKit sosumi.ai/documentation/uikit

Using with WebFetch or Read Tools

WebFetch:
  url: https://sosumi.ai/documentation/widgetkit/widget
  prompt: "Extract information about Widget protocol"

Result: Clean markdown with API signatures, descriptions, examples

Framework Examples

Framework sosumi.ai URL
WidgetKit https://sosumi.ai/documentation/widgetkit
SwiftUI https://sosumi.ai/documentation/swiftui
ActivityKit https://sosumi.ai/documentation/activitykit
App Intents https://sosumi.ai/documentation/appintents
Foundation https://sosumi.ai/documentation/foundation

Common Research Workflows

Workflow 1: New iOS Feature Research

Goal: Create a comprehensive skill for a new iOS 26 feature.

  1. Find WWDC sessions — Search "WWDC 2025 [feature name]"
  2. Get transcripts — Navigate with Chrome to each session
  3. Read transcripts — Extract key concepts, code patterns, gotchas
  4. Get API docs — Use sosumi.ai for framework reference
  5. Cross-reference — Verify code samples match documentation
  6. Create skill — Combine transcript insights + API reference

Time saved: 3-4 hours vs. watching videos and manual transcription

Workflow 2: API Deep Dive

Goal: Understand a specific API or protocol.

  1. sosumi.ai docs — Get protocol/class definition
  2. WWDC sessions — Search for sessions mentioning the API
  3. Code samples — Extract from transcript code blocks
  4. Verify patterns — Ensure examples match latest API

Workflow 3: Multiple Sessions Research

Goal: Comprehensive coverage across multiple years (e.g., widgets evolution).

  1. Parallel navigation — Use Chrome to visit 3-6 sessions
  2. Read all transcripts — Compare how APIs evolved
  3. Extract timeline — iOS 14 → 17 → 18 → 26 changes
  4. Consolidate — Create unified skill with version annotations

Example: Extensions & Widgets skill used 6 WWDC sessions (2023-2025)

Anti-Patterns

❌ DON'T: Manual Video Watching

BAD:
1. Play WWDC video
2. Pause and take notes
3. Rewind to capture code
4. Type out examples manually

Result: 45 minutes per session

✅ DO: Chrome Auto-Capture

GOOD:
1. Navigate with Chrome
2. Read captured .md file
3. Copy code blocks directly
4. Reference timestamps for context

Result: 5 minutes per session

❌ DON'T: Scrape developer.apple.com HTML

BAD:
Use WebFetch on developer.apple.com/documentation
Result: Complex HTML parsing required

✅ DO: Use sosumi.ai

GOOD:
Use WebFetch on sosumi.ai/documentation
Result: Clean markdown, instant access

Troubleshooting

Chrome Session Directory Not Found

Symptom: Can't locate 001-navigate.md file

Solution:

  1. Check Chrome actually navigated (look for URL confirmation)
  2. Find latest session: ls -lt ~/Library/Caches/superpowers/browser/*/
  3. Session directory format: YYYY-MM-DD/session-TIMESTAMP/

Transcript Incomplete

Symptom: File exists but missing transcript

Solution:

  1. Page may still be loading - wait 2-3 seconds
  2. Try navigating again
  3. Some sessions require scrolling to load full content

sosumi.ai Returns Error

Symptom: 404 or invalid URL

Solution:

  1. Verify framework name spelling
  2. Check sosumi.ai format: /documentation/[frameworkname]
  3. Fallback: Use developer.apple.com but expect HTML

Verification Checklist

Before using captured content:

  • ☐ Transcript includes timestamps
  • ☐ Code samples are complete (not truncated)
  • ☐ Speaker names and chapter markers present
  • ☐ Multiple speakers properly attributed
  • ☐ Code syntax highlighting preserved

Resources

Skills: superpowers-chrome:browsing, writing-skills, reviewing-reference-skills


Time Saved: Using this technique saves 30-40 minutes per WWDC session vs. manual video watching and transcription. For comprehensive research spanning multiple sessions, savings compound to 3-4 hours per skill.

how to use axiom-apple-docs-research

How to use axiom-apple-docs-research on Cursor

AI-first code editor with Composer

1

Prerequisites

Before installing skills in Cursor, ensure your development environment meets these requirements:

  • Cursor installed and configured on your development machine
  • Node.js version 16.0+ with npm package manager (verify with node --version)
  • Active project directory or workspace where you want to add axiom-apple-docs-research
2

Execute installation command

Execute the skills CLI command in your project's root directory to begin installation:

$npx skills add https://github.com/charleswiltgen/axiom --skill axiom-apple-docs-research

The skills CLI fetches axiom-apple-docs-research from GitHub repository charleswiltgen/axiom and configures it for Cursor.

3

Select Cursor when prompted

The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:

◆ Which agents do you want to install to?
│ ── Universal (.agents/skills) ── always included ────
│ • Amp
│ • Antigravity
│ • Cline
│ • Codex
│ ●Cursor(selected)
│ • Cursor
│ • Windsurf
4

Verify installation

Confirm successful installation by checking the skill directory location:

.cursor/skills/axiom-apple-docs-research

Reload or restart Cursor to activate axiom-apple-docs-research. Access the skill through slash commands (e.g., /axiom-apple-docs-research) or your agent's skill management interface.

Security & Verification Notice

We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.

Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.

List & Monetize Your Skill

Submit your Claude Code skill and start earning

GET_STARTED →

Use Cases

Task Automation & Efficiency

Automate repetitive workflows and reduce manual effort

Example

Generate reports, summarize documents, draft communications

Save 3-5 hours per week on routine tasks

Knowledge Enhancement

Learn new skills, understand complex topics, get expert guidance

Example

Explain concepts, provide examples, suggest learning resources

Accelerate learning and skill development by 2x

Quality Improvement

Enhance output quality through reviews, suggestions, and refinements

Example

Review drafts, suggest improvements, catch errors

Improve work quality by 30-40% with less effort

Implementation Guide

Prerequisites

  • Claude Desktop or compatible AI client with skill support
  • Clear understanding of task or problem to solve
  • Willingness to iterate and refine outputs

Time Estimate

15-45 minutes depending on use case complexity

Installation Steps

  1. 1.Install skill using provided installation command
  2. 2.Test with simple use case relevant to your work
  3. 3.Evaluate output quality and relevance
  4. 4.Iterate on prompts to improve results
  5. 5.Integrate into regular workflow if valuable

Common Pitfalls

  • Expecting perfect results without iteration
  • Not providing enough context in prompts
  • Using skill for tasks outside its intended scope
  • Accepting outputs without review and validation

Best Practices

✓ Do

  • +Start with clear, specific prompts
  • +Provide relevant context and constraints
  • +Review and refine all outputs before using
  • +Iterate to improve output quality
  • +Document successful prompt patterns

✗ Don't

  • Don't use without understanding skill limitations
  • Don't skip validation of outputs
  • Don't share sensitive information in prompts
  • Don't expect skill to replace human judgment

💡 Pro Tips

  • Be specific about desired format and style
  • Ask for multiple options to choose from
  • Request explanations to understand reasoning
  • Combine AI efficiency with human expertise

When to Use This

✓ Use When

Use when skill capabilities match your task, clear ROI on time saved, and you can validate outputs. Best for repetitive tasks, learning, and quality improvement.

✗ Avoid When

Avoid when task requires deep expertise you can't validate, involves sensitive decisions, or when learning process is more valuable than speed of completion.

Learning Path

  1. 1Familiarize yourself with skill capabilities and limitations
  2. 2Start with low-risk, non-critical tasks
  3. 3Progress to more complex and valuable use cases
  4. 4Build expertise through regular use and experimentation

Discussion

Product Hunt–style comments (not star reviews)
  • No comments yet — start the thread.
general reviews

Ratings

4.430 reviews
  • Ganesh Mohane· Dec 28, 2024

    axiom-apple-docs-research fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.

  • Harper Abebe· Dec 28, 2024

    We added axiom-apple-docs-research from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.

  • Nikhil Sanchez· Nov 23, 2024

    Solid pick for teams standardizing on skills: axiom-apple-docs-research is focused, and the summary matches what you get after install.

  • Sakshi Patil· Nov 19, 2024

    Registry listing for axiom-apple-docs-research matched our evaluation — installs cleanly and behaves as described in the markdown.

  • Daniel Mensah· Nov 19, 2024

    axiom-apple-docs-research reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Nikhil Park· Oct 14, 2024

    axiom-apple-docs-research has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Chaitanya Patil· Oct 10, 2024

    axiom-apple-docs-research reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Harper Liu· Oct 10, 2024

    Registry listing for axiom-apple-docs-research matched our evaluation — installs cleanly and behaves as described in the markdown.

  • Mei Jain· Sep 1, 2024

    Useful defaults in axiom-apple-docs-research — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • James Wang· Aug 20, 2024

    I recommend axiom-apple-docs-research for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

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