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, recording them via OBS, and editing them into polished video clips, 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 (from platforms like 5E, Perfect World, and FACEIT) to identify highlights (multi-kills, knife kills) and "fail" moments. It provides 2D replays, heatmaps, and detailed player/round statistics.
• Automated Recording: It drives CS2 in -insecure mode and coordinates with OBS Studio to record specific segments without injecting code into the game process.
• Editing Suite: It includes a "Collection Workbench" for quick assembly and "LiteCut," a multi-track non-linear editor for advanced trimming, color correction, and adding effects.
• AI Integration: It connects to various LLMs (DeepSeek, OpenAI, etc.) to generate humorous or critical commentary on game highlights.
• Data Visualization: It generates six-dimensional combat power radar charts for players using FFmpeg for animation.

Who it’s for

Content creators, CS2 players who want to review their performance, and video editors who want to automate the game capture and recording process for highlight reels.

Highlights

• Zero-Injection Recording: Uses OBS and game state linkage to avoid game process hooks, reducing ban risks.
• AI Commentary: Integrated support for multiple LLM providers to provide "salty" or praising reviews of gameplay.
• Automated Highlight Detection: Automatically categorizes moments into highlights, fails, and specific themed collections.
• Built-in NLE: Includes a lightweight multi-track editor (LiteCut) for final polishing.
• Advanced Visualization: Generates animated player performance radar charts and heatmaps for tactical analysis.