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.
Review: Forecast Reviewer
RAG e LLMs Claude
Operational prompt Ideal for Teams putting AI to work

Review: Forecast Reviewer

Faster delivery with real context

Evaluate whether a forecast uses a reasonable assumption. Structured prompt with steps, output format, and quality crite…

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
Reviewer: Divergent Metric Explainer
RAG e LLMs Claude
Operational prompt Ideal for Teams putting AI to work

Reviewer: Divergent Metric Explainer

Faster delivery with real context

Understand why two reports show different numbers. Structured prompt with steps, output format, and quality criteria.

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
Generator: Narrative from Dashboard
RAG e LLMs Gemini
Operational prompt Ideal for Builders and SaaS

Generator: Narrative from Dashboard

MVP, product flow and interface

Turn a dashboard into a story with recommendations. Structured prompt with steps, output format, and quality criteria.

Saves: 1 setup sprint Includes: prompt + structure Ready to adapt
Checklist: Data Quality Auditor — Cost-Focused
RAG e LLMs ChatGPT
Operational prompt Ideal for Teams putting AI to work

Checklist: Data Quality Auditor — Cost-Focused

Faster delivery with real context

Spot 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: Dimensional Modeling — for audit
RAG e LLMs Claude
Operational prompt Ideal for Teams putting AI to work

Reviewer: Dimensional Modeling — for audit

Faster delivery with real context

Design fact and dimension tables from a business process. Structured prompt with steps, output format, and quality crite…

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

Diagnosis: Explainable Anomaly Detection

Faster delivery with real context

Identify an anomaly and explain why it is anomalous. Structured prompt with steps, output format, and quality criteria.

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

Generator: Explainable Anomaly Detection

Faster delivery with real context

Spot anomalies and explain why they are anomalous. Structured prompt with steps, output format, and quality criteria.

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
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
Guide: Indicator Catalog
RAG e LLMs ChatGPT
Operational prompt Ideal for Teams putting AI to work

Guide: Indicator Catalog

Faster delivery with real context

Standardize indicator definitions across teams. 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
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
Critique: Synthetic Data Strategy
RAG e LLMs Claude
Operational prompt Ideal for Teams putting AI to work

Critique: Synthetic Data Strategy

Faster delivery with real context

Generate realistic synthetic data for testing without exposing real data. Structured prompt with steps, output format, a…

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
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
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