
apple-docs-research
by derKlinke
My codex setup with all the skills and configs I use on all my projects.
SKILL.md
name: apple-docs-research description: Use when researching Apple frameworks, APIs, or WWDC sessions - provides techniques for retrieving full transcripts, code samples, and documentation using browser automation and sosumi.ai skill_type: discipline version: 1.0.0
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 Tools & Skills
- Use the Playwright browser tools (
mcp__playwright__*) for interactive browsing - Use
skill-creatorwhen creating or updating skills from Apple documentation
Core Philosophy
Apple Developer video pages contain full verbatim transcripts with timestamps and complete code samples. Browser snapshots make this content 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 Browser Snapshot
The Technique
Apple Developer video pages (developer.apple.com/videos/play/wwdc20XX/XXXXX/) contain complete transcripts that can be extracted with a browser snapshot.
Step-by-Step Process
-
Navigate using Playwright:
Use mcp__playwright__browser_navigate with: - url: "https://developer.apple.com/videos/play/wwdc2025/278/" -
Capture the transcript text:
Use mcp__playwright__browser_snapshot to capture the page text -
Read the transcript from the snapshot:
- 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
- Full spoken content with timestamps (e.g.,
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:
-
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
-
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
-
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
-
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:
- Lowercase - Use lowercase even if framework is capitalized (SwiftUI → swiftui)
- No spaces - Remove all spaces (Core Data → coredata)
- No hyphens - Remove all hyphens (App Intents → appintents, NOT app-intents)
- Case-insensitive - Both
SwiftUIandswiftuiwork, but lowercase is recommended
Common mistakes:
- ❌
app-intents→ ✅appintents - ❌
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.
- Find WWDC sessions — Search "WWDC 2025 [feature name]"
- Get transcripts — Navigate with the browser tool to each session
- Read transcripts — Extract key concepts, code patterns, gotchas
- Get API docs — Use sosumi.ai for framework reference
- Cross-reference — Verify code samples match documentation
- 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.
- sosumi.ai docs — Get protocol/class definition
- WWDC sessions — Search for sessions mentioning the API
- Code samples — Extract from transcript code blocks
- Verify patterns — Ensure examples match latest API
Workflow 3: Multiple Sessions Research
Goal: Comprehensive coverage across multiple years (e.g., widgets evolution).
- Parallel navigation — Use the browser tool to visit 3-6 sessions
- Read all transcripts — Compare how APIs evolved
- Extract timeline — iOS 14 → 17 → 18 → 26 changes
- 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: Browser Snapshot
GOOD:
1. Navigate with Playwright
2. Capture transcript with browser snapshot
3. Extract API names and patterns
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
Transcript Not Found in Snapshot
Symptom: Snapshot text doesn't include the transcript
Solution:
- Confirm the page finished loading (wait 2-3 seconds)
- Scroll to the transcript section, then capture another snapshot
- Some sessions require expanding a "Transcript" section or tab
Transcript Incomplete
Symptom: File exists but missing transcript
Solution:
- Page may still be loading - wait 2-3 seconds
- Try navigating again
- Some sessions require scrolling to load full content
sosumi.ai Returns Error
Symptom: 404 or invalid URL
Solution:
- Verify framework name spelling
- Check sosumi.ai format:
/documentation/[frameworkname] - 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
Related Resources
Browser Integration
- Playwright - Browser control for interactive navigation
- auto-capture - Automatic
.mdfile generation on navigation (if available)
Apple Developer Resources
- WWDC Videos - https://developer.apple.com/videos/
- Documentation - https://sosumi.ai/documentation/
- Sample Code - https://developer.apple.com/documentation/samplecode
Skill Development
- skill-creator - Structure and review skills built from Apple documentation
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.
Score
Total Score
Based on repository quality metrics
SKILL.mdファイルが含まれている
ライセンスが設定されている
100文字以上の説明がある
GitHub Stars 100以上
1ヶ月以内に更新
10回以上フォークされている
オープンIssueが50未満
プログラミング言語が設定されている
1つ以上のタグが設定されている
Reviews
Reviews coming soon
