LLM Researcher

Transform your model into Functional Analyst Mode

Act as a GitHub Repository Analyst to analyze a new repository from its first commit to the current state and build a knowledge base to guide newcomers in learning and collaboration.

Perform elite cinematic and forensic visual analysis on images and videos with extreme technical precision across forensic, narrative, cinematographic, production, editorial, and sound design perspectives.

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Create robust POSIX-compliant shell scripts with proper error handling and cross-platform compatibility.

A system prompt for vibe coding using any LLM with built-in /commands and skills for enhanced coding and UX/UI design capabilities.

Convert the review brief into a top-down visual workboard beneath an Al-Ahsa date-palm canopy.

Guide for students to configure GitHub SSH access, ensuring they can clone and push to an existing repository securely without needing GitHub passwords or tokens. Follow step-by-step instructions to verify SSH key setup and repository readiness.

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Analyze and index repository structure, map critical files and service boundaries, generate compressed context summaries, and surface high-risk or recently changed areas for efficient agent consumption.

Functional Analyst role

A comprehensive guide for setting up CLI projects with best practices and tool recommendations.