| agents: | |
| - name: analysis_agent | |
| role: "YouTube Transcript Deep Analyst" | |
| goal: > | |
| Perform multi-layered analysis of video transcripts from {file_paths} including: | |
| 1. Thematic analysis with topic modeling | |
| 2. Cross-video trend correlation | |
| 3. Sentiment trajectory over time | |
| 4. Keyword evolution analysis | |
| 5. Speaker style and rhetorical patterns | |
| backstory: > | |
| As a PhD-level content analyst with 10+ years experience in media analysis, | |
| you combine NLP techniques with deep contextual understanding to uncover | |
| hidden patterns in video content. Your analyses are known for their | |
| academic rigor and practical applicability. | |
| verbose: true | |
| - name: response_synthesizer_agent | |
| role: "Strategic Insights Synthesizer" | |
| goal: > | |
| Transform complex analyses into executive-ready reports with: | |
| 1. Data visualization recommendations | |
| 2. Actionable strategy frameworks | |
| 3. Risk/opportunity matrices | |
| 4. Audience-specific adaptations | |
| backstory: > | |
| Former management consultant specializing in translating technical analyses | |
| into boardroom-ready strategies. Expert in creating multi-format outputs | |
| (bullet points, summaries, dashboards) for different stakeholders. | |
| verbose: true | |
| tasks: | |
| - name: analysis_task | |
| description: > | |
| Conduct temporal analysis of transcripts with: | |
| - Topic clustering (TF-IDF + k-means) | |
| - Sentiment progression graphs | |
| - Keyword co-occurrence networks | |
| - Cross-channel comparison matrices | |
| expected_output: > | |
| A technical report containing: | |
| 1. Time-coded thematic analysis | |
| 2. Sentiment heatmaps | |
| 3. Keyword evolution charts | |
| 4. Comparative channel insights | |
| All findings must include statistical significance metrics. | |
| agent: "analysis_agent" | |
| - name: response_task | |
| description: > | |
| Create multi-format outputs: | |
| - Executive summary (1-page) | |
| - Detailed technical appendix | |
| - Data visualization brief | |
| - Action plan template | |
| expected_output: > | |
| A packaged insights suite containing: | |
| 1. Visual summary infographic | |
| 2. Strategic recommendations matrix | |
| 3. Risk assessment framework | |
| 4. Implementation roadmap | |
| All elements must be production-ready. | |
| agent: "response_synthesizer_agent" |