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.
Critique: Synthetic Data Strategy — at Scale
RAG e LLMs Claude
Operational prompt Ideal for Teams putting AI to work

Critique: Synthetic Data Strategy — at Scale

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
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
Audit: Dimensional Modeling — on a Limited Budget
RAG e LLMs Claude
Operational prompt Ideal for Teams putting AI to work

Audit: Dimensional Modeling — on a Limited Budget

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
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
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
Script: Fraud Detection Plan
RAG e LLMs ChatGPT
Operational prompt Ideal for Teams putting AI to work

Script: 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
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
Roadmap: Sampling Strategy
RAG e LLMs ChatGPT
Operational prompt Ideal for Technical team

Roadmap: Sampling Strategy

Architecture, foundation and governance

Decide sample size and method for an analysis. Structured prompt with steps, output format, and quality criteria.

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Reviewer: Divergent Metric Explainer — at Scale
RAG e LLMs Claude
Operational prompt Ideal for Teams putting AI to work

Reviewer: Divergent Metric Explainer — at Scale

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
Reviewer: SQL Query Translator — for the first cycle
RAG e LLMs Claude
Operational prompt Ideal for Teams putting AI to work

Reviewer: SQL Query Translator — for the first cycle

Faster delivery with real context

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

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
Template: Reconciliation Plan Between Systems
RAG e LLMs ChatGPT
Operational prompt Ideal for Teams putting AI to work

Template: Reconciliation Plan Between Systems

Faster delivery with real context

Figure out why two systems disagree on the same number. Structured prompt with steps, output format, and quality criteri…

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

Template: Confusing Dashboard Reviewer — for legacy

MVP, product flow and interface

Pinpoint why a dashboard doesn’t answer the right question. Structured prompt with steps, output format, and quality cri…

Saves: 1 setup sprint Includes: prompt + structure Ready to adapt
Critique: Forecast Reviewer
RAG e LLMs Claude
Operational prompt Ideal for Teams putting AI to work

Critique: Forecast Reviewer

Faster delivery with real context

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

Saves: less trial and error Includes: prompt + context Ready to adapt
Private RAG Architecture with MySQL and Embeddings
RAG e LLMs Claude
Operational prompt Ideal for Technical team

Private RAG Architecture with MySQL and Embeddings

Architecture, foundation and governance

Prompt to create a complete RAG architecture using MySQL as a vector store and private embedding models.

Saves: 1 technical setup Includes: prompt + blueprint 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
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