# Dave-cc/vibe-knowledge-film

> An AI-agent skill that turns a script or topic into short "vibe" knowledge videos in the style of viral Douyin clips: it picks a visual style, writes subtitles and a storyboard, and renders video via Canvas, Chrome and ffmpeg.

- Magnitude: 2.4 out of 10 — Early signal
- Stars: 111 total · +5 stars measured 2026-10-12, 15:50–17:27 UTC, ≈ 8 by evening
- Star trust: star growth looks organic
- Category: Generative media · Language: JavaScript · Created: 2026-10-06 · Last push: 2026-10-12
- GitHub: https://github.com/Dave-cc/vibe-knowledge-film · Page: https://gitnova.dev/en/r/Dave-cc/vibe-knowledge-film

## Useful for

- Generate a 30-second sample clip from a topic to approve the style before full rendering
- Build a subtitled video with sound effects from a finished script without manual editing
- Study the storyboard and structure of an existing viral clip for reference

## Why it’s here

- Star-counter measurements on 2026-10-12 (UTC), 15:50–17:27: 106 → 111 stars (+5). This is the change over that interval.
- Estimated end-of-day forecast: about +8 stars, using observed gains and the previous day.
- The repository is 6 days old and already has 111 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this week: #192.
- About 7 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: 19
- Issues and pull requests: 0
- Watchers: 0
- Average over the last week: 11 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 3

## Stars per day, last 7 days (oldest → newest, today is partial)

2026-10-06 … 2026-10-12: 2, 4, 11, 13, 15, 22, 5

## Spotted in now

- Top new repositories this week: #192

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2. **academa-labs/manimgx** — 7.3 · Early signal · Generative media · Python · +316 stars measured 2026-10-12, 00:13–17:22 UTC, ≈ 440 by evening
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3. **storytold/filmcraft** — 7.0 · Breakout · Generative media · Rust · +1,037 stars measured 2026-10-12, 00:13–17:22 UTC, ≈ 1,423 by evening
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4. **storytold/soundcraft** — 6.9 · Peaking · Generative media · Rust · +342 stars measured 2026-10-12, 00:13–17:22 UTC, ≈ 470 by evening
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   Full card: https://gitnova.dev/en/r/storytold/soundcraft.md
5. **storytold/lightcraft** — 6.5 · Peaking · Generative media · Rust · +742 stars measured 2026-10-12, 00:13–17:22 UTC, ≈ 1,023 by evening
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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 2026-10-12 17:36 UTC, updated every 30 minutes.