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.
Plan: Hypothesis Testing Plan — with a Short Deadline
RAG e LLMs Gemini
Operational prompt Ideal for Teams putting AI to work

Plan: Hypothesis Testing Plan — with a Short Deadline

Faster delivery with real context

Structure the hypothesis, statistical test, and correct interpretation. Structured prompt with steps, output format, and…

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
Diagnosis: Metric Catalog
RAG e LLMs Gemini
Operational prompt Ideal for Teams putting AI to work

Diagnosis: Metric Catalog

Faster delivery with real context

Standardize how metrics are defined across teams. Structured prompt with steps, output format, and quality criteria.

Saves: less trial and error Includes: prompt + context Ready to adapt
Playbook: Data Leakage Auditor for a Model
RAG e LLMs Claude
Operational prompt Ideal for Teams putting AI to work

Playbook: Data Leakage Auditor for a Model

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
Plan: Synthetic Data Strategy
RAG e LLMs Gemini
Operational prompt Ideal for Teams putting AI to work

Plan: 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
Framework: Sample Bias Detector
RAG e LLMs Gemini
Operational prompt Ideal for Teams putting AI to work

Framework: Sample Bias Detector

Faster delivery with real context

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

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

Critique: Data Lineage Documenter

Faster delivery with real context

Map where a data comes from and how it moves until it reaches the report. Structured prompt with steps, output format, a…

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
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
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
Template: Data Lineage Documenter
RAG e LLMs ChatGPT
Operational prompt Ideal for Teams putting AI to work

Template: Data Lineage Documenter

Faster delivery with real context

Map where a data point comes from and how it flows until the report. Structured prompt with steps, output format, and qu…

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

Plan: Hypothesis Testing Plan

Faster delivery with real context

Structure the hypothesis, statistical test, and correct interpretation. Structured prompt with steps, output format, and…

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

Checklist: Anonymization for Analysis — with a Lean Team

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
Checklist: Pipeline with Data Test
RAG e LLMs ChatGPT
Operational prompt Ideal for Teams putting AI to work

Checklist: Pipeline with Data Test

Faster delivery with real context

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

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
Blueprint: Data Leakage Auditor — for the First Cycle
RAG e LLMs ChatGPT
Operational prompt Ideal for Teams putting AI to work

Blueprint: Data Leakage Auditor — for the First Cycle

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
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
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
Diagnosis: Indicator Catalog — for legacy
RAG e LLMs Gemini
Operational prompt Ideal for Teams putting AI to work

Diagnosis: Indicator Catalog — for legacy

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