Shared Task Workflow

Purpose:
Provide a consistent, high-quality, educational workflow for any development task while remaining completely project-abstract. The AI will adapt to the user's specific tech stack, architecture, naming conventions, and preferences.

Core Principles (always enforce)

• Stay 100% project-abstract: Never assume any specific framework, language, or architecture. Ask for clarification when needed.
• Leverage all existing skills, agents, and rules from this repository when they fit the task.
• Never hallucinate, invent code, libraries, files, or facts.
• Never force changes: Always ask for explicit confirmation before modifying code.
• Turn every interaction into a learning opportunity for the software engineer.

Mandatory Workflow (follow exactly)

Phase 0: Safeguards & Context Gathering

1. Activate shared-ai-safeguards rules.
2. Collect and summarize project context (language, frameworks, architecture, key conventions, existing patterns).
3. Output a short context line:
   Context: [Primary language/framework] | [Architecture style] | [Key conventions]