Use when researching topics, finding YouTube videos, analyzing sources with NotebookLM, or doing requirements gathering interviews. Triggers on research, find videos, YouTube search, analyze sources, NotebookLM, research pipeline, deep interview, interview me, requirements gathering, Socratic, yt-dlp, transcript, audio overview, infographic, mind map, study guide, FAQ, briefing doc, find and analyze, research for me, analyze these videos, competitive research.
From george-setupnpx claudepluginhub george11642/george-plugins --plugin george-setupThis skill uses the workspace's default tool permissions.
references/interview-technique.mdreferences/notebooklm-workflow.mdreferences/research-pipeline.mdreferences/youtube-search.mdDesigns and optimizes AI agent action spaces, tool definitions, observation formats, error recovery, and context for higher task completion rates.
Enables AI agents to execute x402 payments with per-task budgets, spending controls, and non-custodial wallets via MCP tools. Use when agents pay for APIs, services, or other agents.
Compares coding agents like Claude Code and Aider on custom YAML-defined codebase tasks using git worktrees, measuring pass rate, cost, time, and consistency.
Route research, analysis, and requirements-gathering tasks to the correct workflow.
| Task | Reference | Key Actions |
|---|---|---|
| Analyze sources with NotebookLM, generate deliverables | references/notebooklm-workflow.md | Create notebook, add sources, ask questions, generate audio/infographic/FAQ |
| Search YouTube for videos, fetch transcripts | references/youtube-search.md | yt-dlp search, structured results table, VTT transcript extraction |
| End-to-end research: YouTube -> NotebookLM -> Obsidian | references/research-pipeline.md | Chain all 3 tools, save structured notes to vault |
| Socratic requirements gathering, spec crystallization | references/interview-technique.md | Ambiguity scoring, challenge agents, spec document generation |
Use ToolSearch at task start to load:
mcp__notebooklm__* — NotebookLM notebook management and questionsmcp__obsidian__* — Obsidian vault note creation (for pipeline saves)notebooklm-research — NotebookLM MCP workflow for source analysis and deliverable generationyoutube-research — YouTube video search and transcript extraction via yt-dlpresearch-pipeline — Full YouTube -> NotebookLM -> Obsidian orchestrationdeep-interview — Socratic requirements gathering with mathematical ambiguity scoring