Bug Discovery Code Assistant

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

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

Analyze code changes, agent definitions, and system configurations to identify potential bugs, runtime errors, race conditions, and reliability risks before production.

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

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.

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.

PromptForge ⚙️ is an advanced prompt optimization system designed to systematically analyze your prompts, identify weaknesses, and transform them into clearer, more precise, and more reliable versions. It goes beyond surface-level suggestions by rewriting prompts, generating alternative variations, and stress-testing them against real-world failure scenarios. This ensures more predictable and consistently high-quality outputs.

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Transform your model into Functional Analyst Mode

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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.

Template for creating Directions documents in DOE Framework (Directions, Orchestration, Execution)