LIBRARY OF OPERATIONAL AI ASSETS

Find a prompt, agent or ready-made project for your problem.

The library has been reorganized around practical application: less empty browsing, more shortcuts to sell, build and automate with AI.

Operational prompt Ready-made project Applicable agent Brazilian context
Every item in the catalog has to prove itself as a gain in time, clarity or execution. The focus is not nicely written text. It is applicable results.
76 assets found The Library opens with the most recent cards first by default.
Generator: Cohort Plan
RAG e LLMs Gemini
Operational prompt Ideal for Teams putting AI to work

Generator: Cohort Plan

Faster delivery with real context

Build a cohort analysis to understand retention. Structured prompt with steps, output format, and quality criteria.

Saves: less trial and error Includes: prompt + context Ready to adapt
Guide: Table Documenter
RAG e LLMs ChatGPT
Operational prompt Ideal for Teams putting AI to work

Guide: Table Documenter

Faster delivery with real context

Generate a data dictionary from the schema and samples. Structured prompt with steps, output format, and quality criteri…

Saves: less trial and error Includes: prompt + context Ready to adapt
Plan: Fraud Detection Plan
RAG e LLMs Gemini
Operational prompt Ideal for Teams putting AI to work

Plan: Fraud Detection Plan

Faster delivery with real context

Design signals that indicate fraudulent behavior. Structured prompt with steps, output format, and quality criteria.

Saves: less trial and error Includes: prompt + context Ready to adapt
Audit: Table Documenter
RAG e LLMs Claude
Operational prompt Ideal for Teams putting AI to work

Audit: Table Documenter

Faster delivery with real context

Generate a data dictionary from the schema and samples. Structured prompt with steps, output format, and quality criteri…

Saves: less trial and error Includes: prompt + context Ready to adapt
Audit: Table Documenter — for Quick Validation
RAG e LLMs Claude
Operational prompt Ideal for Teams putting AI to work

Audit: Table Documenter — for Quick Validation

Faster delivery with real context

Generate a data dictionary from the schema and samples. Structured prompt with steps, output format, and quality criteri…

Saves: less trial and error Includes: prompt + context Ready to adapt
Diagnosis: Data Quality Auditor
RAG e LLMs Gemini
Operational prompt Ideal for Teams putting AI to work

Diagnosis: Data Quality Auditor

Faster delivery with real context

Find nulls, duplicates, and impossible values in a dataset. Structured prompt with steps, output format, and quality cri…

Saves: less trial and error Includes: prompt + context Ready to adapt
Reviewer: SQL Question Translator
RAG e LLMs Claude
Operational prompt Ideal for Teams putting AI to work

Reviewer: SQL Question Translator

Faster delivery with real context

Turn business questions into correct, readable queries. A structured prompt with steps, output format, and quality crite…

Saves: less trial and error Includes: prompt + context Ready to adapt
Playbook: Sample Bias Detector
RAG e LLMs Claude
Operational prompt Ideal for Teams putting AI to work

Playbook: Sample Bias Detector

Faster delivery with real context

Identify selection bias before drawing conclusions from data. A structured prompt with steps, output format, and quality…

Saves: less trial and error Includes: prompt + context Ready to adapt
Blueprint: Data Leak Auditor for Model Training
RAG e LLMs ChatGPT
Operational prompt Ideal for Teams putting AI to work

Blueprint: Data Leak Auditor for Model Training

Faster delivery with real context

Check whether test data leaked into training. Structured prompt with steps, output format, and quality criteria.

Saves: less trial and error Includes: prompt + context Ready to adapt
Checklist: Slow Query Reviewer
RAG e LLMs ChatGPT
Operational prompt Ideal for Teams putting AI to work

Checklist: Slow Query Reviewer

Faster delivery with real context

Read the execution plan and propose optimizations. Structured prompt with steps, output format, and quality criteria.

Saves: less trial and error Includes: prompt + context Ready to adapt
Framework: Vanity Metric Auditor
RAG e LLMs Gemini
Operational prompt Ideal for Teams putting AI to work

Framework: Vanity Metric Auditor

Faster delivery with real context

Distinguish metrics that impress from metrics that decide. Structured prompt with steps, output format, and quality crit…

Saves: less trial and error Includes: prompt + context Ready to adapt
Critique: Forecast Reviewer — on a Limited Budget
RAG e LLMs Claude
Operational prompt Ideal for Teams putting AI to work

Critique: Forecast Reviewer — on a Limited Budget

Faster delivery with real context

Evaluate whether a forecast is based on a reasonable assumption. Structured prompt with steps, output format, and qualit…

Saves: less trial and error Includes: prompt + context Ready to adapt
Checklist: Anonymization for Analysis
RAG e LLMs ChatGPT
Operational prompt Ideal for Teams putting AI to work

Checklist: Anonymization for Analysis

Faster delivery with real context

Prepare a dataset with protected personal data without losing usefulness. Structured prompt with steps, output format, a…

Saves: less trial and error Includes: prompt + context Ready to adapt
Audit: Pipeline with Data Test
RAG e LLMs Claude
Operational prompt Ideal for Teams putting AI to work

Audit: Pipeline with Data Test

Faster delivery with real context

A validated pipeline that fails loudly when the data breaks. Structured prompt with steps, output format, and quality cr…

Saves: less trial and error Includes: prompt + context Ready to adapt
Generator: Cohort Plan — in a B2B context
RAG e LLMs Gemini
Operational prompt Ideal for Teams putting AI to work

Generator: Cohort Plan — in a B2B context

Faster delivery with real context

Build a cohort analysis to understand retention. Structured prompt with steps, output format, and quality criteria.

Saves: less trial and error Includes: prompt + context Ready to adapt
Audit: Dimensional Modeling
RAG e LLMs Claude
Operational prompt Ideal for Teams putting AI to work

Audit: Dimensional Modeling

Faster delivery with real context

Design facts and dimensions from a business process. Structured prompt with steps, output format, and quality criteria.

Saves: less trial and error Includes: prompt + context Ready to adapt
Guide: SQL Question Translator
RAG e LLMs ChatGPT
Operational prompt Ideal for Teams putting AI to work

Guide: SQL Question Translator

Faster delivery with real context

Turn a business question into the correct, readable query. Structured prompt with steps, output format, and quality crit…

Saves: less trial and error Includes: prompt + context Ready to adapt
Template: Confusing Dashboard Reviewer
RAG e LLMs ChatGPT
Operational prompt Ideal for Builders and SaaS

Template: Confusing Dashboard Reviewer

MVP, product flow and interface

Explain why a dashboard isn’t answering the right question. Structured prompt with steps, output format, and quality cri…

Saves: 1 setup sprint Includes: prompt + structure Ready to adapt