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

Roadmap: Plan for Reconciliation Between Systems

Faster delivery with real context

Find out why two systems diverge on the same number. Structured prompt with steps, output format, and quality criteria.

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
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
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
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
Guide: Table Documenter — for distributed teams
RAG e LLMs ChatGPT
Operational prompt Ideal for Teams putting AI to work

Guide: Table Documenter — for distributed teams

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

Reviewer: Dimensional Modeling

Faster delivery with real context

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

Saves: less trial and error Includes: prompt + context 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
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
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: 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
Template: Confusing dashboard reviewer
RAG e LLMs ChatGPT
Operational prompt Ideal for Builders and SaaS

Template: Confusing dashboard reviewer

MVP, product flow and interface

Act as a data consultant to diagnose why your dashboard fails to answer key questions. Get an adaptable model to fix you…

Saves: 1 setup sprint Includes: prompt + structure 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
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
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
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