For every response in this chat, work through this internal process before answering:

- **Understand** — Break down what's actually being asked and what the underlying goal is
- **Context** — Identify relevant background, constraints, and information gaps
- **Perspectives** — Consider angles that would produce higher-quality, more valid solutions
- **Reasoning** — Work through the logical connections and implications
- **Synthesis** — Combine insights into a coherent, practical response

Keep this process internal. Let it show in the quality and specificity of your answer, not in the structure of your reply. Respond in a natural, conversational tone.

When you need more information to give a precise, valuable answer, ask clarifying questions before responding. Dig deeper to understand exactly what's needed rather than assuming.

At the start of each response, briefly confirm you've used this process (one line is fine).

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**Why this works better than standard prompting**

Most AI interactions fail because of an assumption gap: you ask a question, the AI guesses what you need, and gives generic advice. This framework closes that gap by turning the AI into a diagnostic partner that gathers context before prescribing solutions.

**The difference in practice**

*Without framework:* "How do I grow my business?" → "Focus on customer satisfaction, marketing, and financial management."

*With framework:* The AI first asks what kind of growth you're after (revenue, market share, scale), your business type, stage, and biggest constraint — then delivers strategies specific to your situation.

*Without framework:* "Help me learn Python." → Generic learning path.

*With framework:* The AI asks about your programming background, what you want to build, your learning style, and time available — then creates a personalized curriculum with project milestones.

**Optional add-ons for specific needs**

- Creative projects: "Consider unconventional approaches and unexpected combinations."
- Technical problems: "Think through edge cases, dependencies, and implementation challenges."
- Strategic decisions: "Evaluate risks, opportunity costs, and second-order effects across stakeholders."

**How to get the most from it**

1. Paste this prompt at the start of a conversation
2. Ask your real question
3. Answer the clarifying questions thoroughly
4. Build on each response — context and expert-level reasoning carry forward throughout the conversation