· simple ai prompt · topic

The Prompt Library

The reference prompt library for working professionals - not just hobbyists.

Browse by model, by job-to-be-done, or by industry. Every prompt is reviewed before publication.

Featured loops

coaching

The Accountability Bot

Drafts a sequence of check-in messages that increase in urgency without being annoying.

content

The Authority Signal Loop

Injects specific proof and lived experience to differentiate from generic AI content.

web-development

The API Polish Loop

Iteratively refines API endpoints for better developer experience, naming consistency, and response efficiency.

marketing

The Objection-Crusher Funnel Loop

Systematically identifies and counters customer hesitation points across a multi-stage landing page.

real-estate

The Feature-Benefit Stress Test

Challenges every property feature with the 'So What?' question to find real selling points.

crm-doctors

The Referral Loop Leakage Sweep

Identifies gaps in the specialist referral chain to ensure no patient falls through the cracks.

content

The Data-Backed Credibility Builder

Turns anecdotal claims into authoritative, data-supported arguments.

marketing

The Zero-Click Content Loop

Transforms long-form blog posts into platform-native threads that satisfy the algorithm.

crm-doctors

The Lab Result Translator Loop

Converts complex lab values into easy-to-understand summaries for the patient portal.

sales

The Multi-Threader Architect

Maps out a strategy to engage multiple stakeholders within a single account.

healthcare-clinical

The Handoff Harmonizer

Converts complex patient histories into the structured I-PASS format for safe shift changes.

crm-lawyers

The Referral Loop Closer

Automates the identification and thanking of referral sources to keep the pipeline full.

Frequently asked

What makes this different?

Editorial review, model-specific tuning, and the Loop Library - none of which exist in random GitHub READMEs.