Skip to content

Game Replay Highlight Clipper

Automatically find and clip highlights from gameplay recordings.

Intermediate16h1–2 people17/20 fit
TL;DR

Build Game Replay Highlight Clipper for streamers and gamers in ~16h with 1–2 people. Stack: FFmpeg + Python + Tesseract.js.

Why it wins: Creator tool with visible output.

Build flow

01 · Problem
Editing highlights takes hours.
02 · Solution
Detect spikes in audio, kill-feed text and motion, cut clips and export a montage.
03 · Build
  1. 1Analyse audio
  2. 2Detect text
  3. 3Cut clips
  4. 4Assemble
04 · Demo
Upload a recording and watch the montage.

MVP checklist

  • Event detection
  • Auto clips
  • Montage
  • Export

Tech stack

TechRole
FFmpegTooling
PythonBackend / scripting
Tesseract.jsOCR in the browser

Reference repos

Open-source projects you can build on. Links checked 2026-10-31.

Related ideas

More Gaming
  • Live spoken commentary for any game based on events

    Intermediate16h1–2
    LLMTTSTesseract.js
    18/20
  • Generate consistent character sprite sheets from a description

    Intermediate14h1–2
    Image generationPythonCanvas
    16/20