YouTube Action Planner & Topic Researcher
Researches top fresh videos on any technical or business topic, extracts full transcripts in batch, synthesizes multi-expert insights, and compiles an actionable step-by-step implementation plan.
🚀 Workflow
Step 1: Discover High-Authority Videos
When given a topic (e.g. "building autonomous AI agents 2026"):
- Identify 5 to 10 top-ranking, fresh, high-authority YouTube video URLs.
Step 2: Batch Extract Transcripts
Run the batch transcript extractor passing all video URLs:
python3 scripts/get_transcript.py <URL_1> <URL_2> <URL_3> ... <URL_10>
Outputs a consolidated JSON mapping each video URL to its full text transcript without downloading video or audio streams.
Step 3: Cross-Expert Synthesis
Synthesize the extracted transcripts across all videos:
- Identify consensus practices vs divergent viewpoints.
- Filter out sponsor segments, channel promos, and generic fluff.
- Extract concrete tools, libraries, architectural decisions, and failure modes.
Step 4: Generate Action Plan Report
Format into a clean, structured implementation document saved to ./plans/YYYY-MM-DD_topic-slug.md:
# 📋 Master Action Plan: [Topic Name]
**Synthesized Sources:** {count} videos analyzed
**Generated:** YYYY-MM-DD
## 🎯 Executive Summary
[High-level synthesis of current state of the art and key takeaways across all reviewed sources]
## 🛠️ Synthesized Multi-Step Action Plan
- [ ] **Phase 1: Foundation & Setup**
- Concrete step 1 with rationale from video citations
- Concrete step 2
- [ ] **Phase 2: Execution & Implementation**
- Concrete step 3
- [ ] **Phase 3: Hardening & Testing**
- Concrete step 4
## 💎 Golden Nuggets & Non-Obvious Insights
- Crucial architecture tip from [Creator/Channel] (URL)
- Common pitfall warned by [Creator/Channel] (URL)
## 🔗 Analyzed Sources & Citations
1. [Video Title 1](URL) — Key contribution
2. [Video Title 2](URL) — Key contribution