DrEAmSs59/CS2-insight-agent

What it solves

CS2-Insight-Agent is a comprehensive creation suite for Counter-Strike 2 players and content creators. It automates the tedious process of analyzing game demos, identifying high-light moments, and recording high-quality video clips for montages, eliminating the need for manual scrubbing through hours of footage.

How it works

The tool integrates several components to create a seamless workflow:

• Demo Analysis: It parses game demos to automatically identify "highlights" (multi-kills, knife kills, etc.) and "fails" (team kills, funny moments). It provides 2D replays, heatmaps of player movement, and detailed economic and player statistics.
• Automated Recording: It drives CS2 in -insecure mode and coordinates with OBS Studio to record specific clips based on a predefined queue. It can automatically add overlays like key-presses (WASD) and kill effects.
• Editing Suite: It includes a "Collection Workbench" for quick assembly and a "LiteCut" multi-track editor for advanced trimming, color correction, and audio mixing using FFmpeg.
• AI Integration: It uses LLMs (via OpenAI-compatible APIs or local providers like Ollama) to generate "roasts" or praise for specific game moments or entire matches based on the game data.

Who it’s for

Content creators, CS2 players who want to create highlight reels, and players looking to improve their game through data-driven analysis of their own or others' matches.

Highlights

• Zero-Injection Recording: Records via OBS without hooking into the game process, reducing the risk of anti-cheat triggers.
• AI Commentary: Integrates multiple LLM providers to provide humorous or critical commentary on gameplay.
• Automated Pipeline: A complete pipeline from demo parsing $\rightarrow$ recording $\rightarrow$ editing $\rightarrow$ export.
• Advanced Visuals: Supports custom skins, victim POV shots, and automated kill-effect overlays in OBS.