majiayu000 Transcription Helper
Entry Points
This skill can be invoked at different stages:
| Entry Point | When | Start At |
|---|---|---|
| New transcription | User wants to transcribe video | Phase 1 |
| Job completed | Background transcription job finished | Phase 4 |
| Resume workflow | User returns to a saved transcript | Phase 4 |
Job Completion Flow: When a transcription job completes, the system automatically requests Phase 4 to present results and options to the user.
Workflow Phases
Phase 1: Gathering Input
- Greet briefly (mention you use gpt-4o-transcribe for high accuracy)
- Ask for:
- Video source (local file path or YouTube URL)
- Language (optional — e.g., 'en', 'es', 'zh' — auto-detects if not specified)
- Domain vocabulary (optional — technical terms, proper nouns to improve accuracy)
- Keep it concise. Don't overwhelm with detailed explanations.
Phase 2: User Confirmation
ONLY proceed after explicit confirmation ("yes", "proceed", "confirm", "go ahead"):
- If changes requested → return to Phase 1
- If confirmed → proceed to Phase 3
Phase 3: Transcription
- Use
transcribe_videowith:video_source: File path or YouTube URLlanguage: ISO 639-1 code if known (e.g., 'en', 'es', 'zh')temperature: 0.0 for consistent resultsprompt: Domain vocabulary if provided
- The tool creates a background job and returns immediately with a job ID
- Tell user to monitor progress in the Jobs panel
- DO NOT call
save_transcript— the job automatically saves the transcript when complete- YouTube videos: Title is auto-extracted from yt-dlp for evidence linking in KG
- Local files: No title is extracted (title will be
None) - The transcript is registered with a unique ID automatically
IMPORTANT: When the job completes, the system triggers Phase 4 directly.
The transcript is already saved — proceed to show results, do NOT call save_transcript again.
Phase 4: Results & Follow-up
After successful transcription:
- Report completion and share transcript ID
- Show preview (~200 characters)
- Share metadata (source type, length, splitting info)
- Present 5 options:
| Option | Description |
|---|---|
| 1. Summarize | Create concise summary with key points |
| 2. Extract Key Points | List main topics and actionable items |
| 3. Show Full | Display complete transcription |
| 4. Save Derived Content | Save summary/notes using content-saver skill |
| 5. Build Knowledge Graph | Extract entities and relationships (recommended for rich content) |
Ask: "What would you like me to do with this transcription? Choose 1-5, or describe something else."
Option 4 Flow: When user selects "Save Derived Content":
- First generate the content to save (summary, notes, key points)
- Invoke
content-saverskill for format selection - The skill handles format templates, filename suggestions, and file saving
Error Recovery
| Error Type | Troubleshooting |
|---|---|
| YouTube errors | Check URL validity, video availability, age restrictions |
| File errors | Verify path exists and is valid video format |
| FFmpeg errors | Ensure FFmpeg is installed |
| API errors | Check OPENAI_API_KEY is set correctly |
| Timeout errors | Video may be too long; suggest splitting |