
A concise tutorial showing how to build, test, and deploy a Claude Code automation that scrapes YouTube analytics, produces reports, and delivers branded PDFs or slides.
– Interface: Install Claude Code in VS Code, open a project, and add a claude.md system prompt.
– WAT framework: Workflows (markdown SOPs), Agents (coordination), Tools (Python scripts) — separate probabilistic reasoning from deterministic execution; store secrets in .env.
– Plan & test: Use plan mode to refine requirements, run pipelines to fetch YouTube data, generate charts, export to Sheets, and iterate.
– Deploy: Push to Modal for scheduled or webhook runs, run security reviews, monitor logs, and update workflows as needed.
Quotes:
Cloud Code has been allowing me to build things that used to take me hours in just minutes.
This is a three-layer framework: workflows, agents, tools.
The agent is self-healing — it runs, finds errors, fixes them, and updates the workflow.
Statistics
| Upload date: | 2026-01-21 |
|---|---|
| Likes: | 3872 |
| Comments: | 173 |
| Statistics updated: | 2026-02-17 |
Specification: Master 95% of Claude Code in 36 Mins (as a beginner)
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