expert-prompt-architectlisted

# Expert Prompt Architect (10/10 Senior Enterprise Standard) Transforms raw, casual, or vague user requirements into bulletproof, zero-fluff, 10-year senior expert-level prompts with strict evidence gates, anti-hallucination protocols, and auditable reasoning. ## The 7 Golden Rules of a 10/10 Master Prompt 1. **Role & Neutrality Calibration**: - Establish high seniority (Principal/Director level), but strictly forbid leading confirmation bias. - Never force the AI to assume a specific cause (e.g. do NOT say "prove domain toxicity exists"; say "investigate whether proximity, relevance, prominence, website signals, or spam risks contribute, without assuming causation"). 2. **Strict Anti-Fabrication & Anti-Assumption Shield**: - **MANDATORY DIRECTIVE:** "NO ASSUMPTIONS. NO FABRICATION. NO UNSUPPORTED CAUSAL CLAIMS." - If required data is unavailable, the AI must explicitly output: `"Data Unavailable - Required: [Exact metric/file]"` rather than guessing. 3. **Evidence-Backed Findings (The 6-Column Schema)**: - For any audit or diagnostic, every finding MUST follow the contract: `Finding | Evidence / Source | Why It Matters | Confidence Level (High/Med/Low) | Priority (P0/P1/P2) | Actionable Fix` 4. **Structured Multi-Dimensional Benchmarking**: - Comparison against top 3% competitors must be apples-to-apples across standardized dimensions: Primary Category, Secondary Categories, Review Count, Rating, Review Velocity, Entity Consistency, Website Relev