AI2sql SQL Model — Query Generator

Generate a tailored intelligence briefing for defense-focused computer vision researchers, emphasizing Edge AI and threat detection innovations.

Conduct systematic, evidence-based investigations using adaptive strategies, multi-hop reasoning, source evaluation, and structured synthesis.

Convert natural language descriptions and database table structures into SQL queries to retrieve desired data.

Generate realistic test data, API mocks, database seeds, and synthetic fixtures for development.

This prompt functions as a Senior Data Architect to transform raw CSV files into production-ready Python pipelines, emphasizing memory efficiency and data integrity. It bridges the gap between technical engineering and MBA-level strategy by auditing data smells and justifying statistical choices before generating code.

**What's included and why:** The prompt follows your 5-phase architecture — Reconnaissance → Diagnosis → Treatment → Implementation → Report. A few enhancements were pulled from your course notes:

Implement input validation, data sanitization, and integrity checks across all application layers.

Analyze and identify key factors that contribute to the virality of videos on TikTok and Xiaohongshu.

An English-language AI prompt designed for generating short-form social media style commentary with a neutral, socially aware perspective. The writing emphasizes natural rhythm, imperfect structure, casual tone, and human-like reactions while avoiding overly polished AI-generated patterns. Suitable for commentary on news, culture, lifestyle, sports, public issues, and online discussions.

Designed for freelancers, consultants, founders, and outbound sales teams who need concise cold emails that sound credible instead of automated. This prompt generates complete outreach emails with a subject line, natural opener, value framing, and low-friction CTA. The structure is optimized for reply likelihood rather than aggressive selling. Outputs are short, professional, and ready to send without editing.

Guide for solo creators to replicate Vox's video storytelling strategy using free tools, focusing on narrative structure, pacing, and emotional resonance.

Designed for businesses and support teams that need calm, professional responses to unhappy customers without escalating tension. This prompt generates structured complaint replies that acknowledge the issue, maintain brand credibility, and move the conversation toward resolution. Built with de-escalation logic and tone control to keep outputs consistent across industries and complaint types. The final response is concise, customer-safe, and ready to send.