# wousp112/awesome-justin-sun-ideas-to-ai-howto

> Notes from a 4-hour Justin Sun and Alan Shao interview on using AI: 15 ideas with step-by-step tutorials, a full timestamped transcript, and an AGENT.md to hand planning over to an AI agent.

- Magnitude: 0.7 out of 10 — Cooling
- Stars: 153 total · +1 star measured 2026-10-18, 00:29–03:41 UTC, ≈ 3 by evening
- Star trust: star growth looks organic
- Category: Learning & lists · Created: 2026-10-09 · Last push: 2026-10-18
- GitHub: https://github.com/wousp112/awesome-justin-sun-ideas-to-ai-howto · Page: https://gitnova.dev/en/r/wousp112/awesome-justin-sun-ideas-to-ai-howto

## Useful for

- Copy AGENT.md into your AI agent to get a plan tailored to your situation
- Follow the tutorial on converting documents into AI-readable Markdown
- Check a transcript quote against the original video using its timestamp

## Why it’s here

- Star-counter measurements on 2026-10-18 (UTC), 00:29–03:41: 152 → 153 stars (+1). This is the change over that interval.
- Estimated end-of-day forecast: about +3 stars, using observed gains and the previous day.
- The repository is 9 days old and already has 153 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 13
- Issues and pull requests: 2
- Watchers: 0
- Average over the last week: 9 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 1

## Stars per day, last 10 days (oldest → newest, today is partial)

2026-10-09 … 2026-10-18: 40, 21, 29, 32, 8, 9, 5, 4, 2, 1

## Magnitude by day, last 7 days

10-12 2.4, 10-13 3.0, 10-14 1.9, 10-15 1.6, 10-16 1.1, 10-17 1.0, 10-18 0.7

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-10-18 03:43 UTC, updated every 30 minutes.