Prompt Libraries
Domain-specific AI execution companions for professional tasks. Not generic prompts — embedded methodology, verification chains, and quality rubrics that materially improve AI output.
Each library is tested against “just ask AI” — if a simple request produces 80% equivalent quality, we don’t charge for it.
What makes these different from free prompts?
Domain methodology, not clever phrasing
Every prompt encodes professional verification standards — claim taxonomy, fabrication categories, source hierarchies, confidence scoring. Not generic instructions anyone could write.
Tested against alternatives
Every paid prompt is benchmarked against "just ask AI" and AI-generated prompts. If it doesn't materially improve outcomes, we don't sell it.
Model-agnostic, bring your own AI
Works with ChatGPT, Claude, Gemini, and future models. No API costs — use your own AI account. No lock-in to any platform.
Counter-cyclical value
As AI output volume grows, verification demand rises. These prompts become more valuable as AI improves — not less.
Available Libraries
AI Output Verification Prompt Companion
Systematically verify AI-generated content before publishing, presenting, or making decisions.
$29
Personal
- 6 fabrication categories for detecting AI hallucinations
- Weighted confidence scoring formula (30% accuracy + 5×14%)
- Citation trap scanner for fake journals and sources
- Adversarial review and publication blocker prompts
- 2 worked examples with representative outputs
Companion to: AI Research Verification System ($99) — the complete verification methodology with scoring spreadsheets, evidence matrices, and report templates.