DOE Framework - Directions Template

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.

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

Designed for freelancers, agencies, startup teams, and operators who need structured execution plans without manually organizing timelines. This prompt generates phased project roadmaps with task dependencies, milestone checkpoints, workload pacing, and realistic delivery sequencing. Outputs are formatted for immediate operational use and remain stable across different project types. Ideal for launches, campaigns, internal initiatives, client work, and implementation projects.

Improve code quality by eliminating smells, applying design patterns, and reducing complexity.

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.

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

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

Evaluate development tools and frameworks through comparative analysis and adoption roadmaps.

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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.

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.

Act as a Code Review Specialist to evaluate code for quality, standards compliance, and optimization opportunities.