home / skills / charleswiltgen / axiom / axiom-apple-docs-research
/.claude-plugin/plugins/axiom/skills/axiom-apple-docs-research
This skill helps you research Apple frameworks and WWDC transcripts efficiently by guiding you to full transcripts, code samples, and official docs via Chrome.
npx playbooks add skill charleswiltgen/axiom --skill axiom-apple-docs-researchReview the files below or copy the command above to add this skill to your agents.
---
name: axiom-apple-docs-research
description: Use when researching Apple frameworks, APIs, or WWDC sessions - provides techniques for retrieving full transcripts, code samples, and documentation using Chrome browser and sosumi.ai
license: MIT
metadata:
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 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:
```json
{
"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**:
```bash
# 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**:
```markdown
# 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.
This skill helps you research Apple frameworks, WWDC sessions, and developer documentation using Chrome auto-capture and sosumi.ai. It speeds up extraction of full session transcripts, API mentions, and resource links so you can reconstruct code and find authoritative sample projects quickly. The guidance is battle-tested for modern xOS development workflows.
Use Chrome's auto-capture feature to navigate WWDC session pages; Chrome saves a markdown transcript file containing the full spoken content and timestamps. When transcripts lack formatted code, use the session Resources tab or sosumi.ai to retrieve clean API documentation and sample projects. Combine transcript context, downloaded samples, and sosumi.ai-to-documentation lookups to produce accurate code reconstructions.
What if the transcript doesn't show formatted code?
Transcripts are spoken text. Check the session Resources for downloadable sample code and use sosumi.ai for precise API signatures to reconstruct code.
How do I form sosumi.ai URLs reliably?
Use lowercase framework names with no spaces or hyphens, e.g., sosumi.ai/documentation/widgetkit or sosumi.ai/documentation/appintents.