# aiwithremy/content-principles

> A Claude skill that teaches AI to reason about short-form content from first principles instead of filling in a template, based on 500+ hours studying top creators. It is aimed at creators and marketers who script reels, shorts and hooks with AI.

- Magnitude: 3.9 out of 10 — Early signal
- Stars: 112 total · +5 stars measured 2026-10-15, 18:21–20:00 UTC, ≈ 7 by evening
- Star trust: star growth looks organic
- Category: AI agents · Created: 2026-10-13 · Last push: 2026-10-13
- GitHub: https://github.com/aiwithremy/content-principles · Page: https://gitnova.dev/en/r/aiwithremy/content-principles

## Useful for

- Write a reel script and let the skill pick the hook and structure
- Audit an already written post against the content principles
- Generate 10 hooks for a video topic without a fixed template

## Why it’s here

- Star-counter measurements on 2026-10-15 (UTC), 18:21–20:00: 107 → 112 stars (+5). This is the change over that interval.
- Estimated end-of-day forecast: about +7 stars, using observed gains and the previous day.
- The repository is 2 days old and already has 112 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this week: #187.
- About 13 forks a day — people are taking the code.

## 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: 0
- Watchers: 0
- Average over the last week: 25 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 4

## Stars per day, last 3 days (oldest → newest, today is partial)

2026-10-13 … 2026-10-15: 0, 69, 5

## Spotted in now

- Top new repositories this week: #187

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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 2026-10-15 20:45 UTC, updated every 30 minutes.