# HeyChengC/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: 5.5 out of 10 — Early signal
- Stars: 191 total · +70 stars measured 2026-10-13, 00:05–10:06 UTC, ≈ 143 by evening
- Star trust: star growth looks organic
- Category: Generative media · Language: JavaScript · Created: 2026-10-06 · Last push: 2026-10-13
- GitHub: https://github.com/HeyChengC/vibe-knowledge-film · Page: https://gitnova.dev/en/r/HeyChengC/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 2026-10-13 (UTC), 00:05–10:06: 121 → 191 stars (+70). This is the change over that interval.
- Estimated end-of-day forecast: about +143 stars, using observed gains and the previous day.
- Over the last two days the pace is 14× that of the previous 5 days.
- The repository is 7 days old and already has 191 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- About 20 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: 33
- Issues and pull requests: 0
- Watchers: 0
- Average over the last week: 44 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 5

## Stars per day, last 8 days (oldest → newest, today is partial)

2026-10-06 … 2026-10-13: 2, 4, 11, 13, 15, 22, 103, 70

## Magnitude by day, last 2 days

10-12 2.6, 10-13 5.6

## More in this category

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   ArtCraft is a desktop IDE for AI image and video creation: compose in 2D, stage scenes in 3D, and choose models for precise, repeatable results.
   Full card: https://gitnova.dev/en/r/storytold/artcraft.md
2. **Arekejoker/qwen21-nsfw-pose-skill** — 7.1 · Early signal · Generative media · Python · +205 stars measured 2026-10-13, 07:04–10:06 UTC, ≈ 322 by evening
   A set of recipes and scripts for local NSFW image generation and pose control with Qwen-Image 2.1 via ComfyUI, including an NSFW LoRA and a library of 136 3D poses.
   Full card: https://gitnova.dev/en/r/Arekejoker/qwen21-nsfw-pose-skill.md
3. **academa-labs/manimgx** — 6.8 · Early signal · Generative media · Python · +109 stars measured 2026-10-13, 00:01–10:06 UTC, ≈ 291 by evening
   A 3D animation engine compatible with Manim CE's Python API, built on a Rust/wgpu GPU core for fast rendering of math and 3D videos, aimed at developers and AI agents.
   Full card: https://gitnova.dev/en/r/academa-labs/manimgx.md
4. **storytold/soundcraft** — 6.5 · Peaking · Generative media · Rust · +104 stars measured 2026-10-13, 00:01–10:06 UTC, ≈ 294 by evening
   A clean-room reimplementation of Avid Pro Tools in pure Rust: a full digital audio workstation with multitrack editing, mixing, MIDI, plugins and automation, running on desktop and in the browser.
   Full card: https://gitnova.dev/en/r/storytold/soundcraft.md
5. **storytold/filmcraft** — 6.1 · Peaking · Generative media · Rust · +446 stars measured 2026-10-13, 00:01–10:06 UTC, ≈ 1,123 by evening
   An open-source non-linear video editor in Rust that reimplements the Adobe Premiere Pro workflow: editing, color, effects and audio, native on macOS, Windows, Linux and in the browser via WebAssembly.
   Full card: https://gitnova.dev/en/r/storytold/filmcraft.md

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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 2026-10-13 10:20 UTC, updated every 30 minutes.