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.
Guide: Indicator Catalog — with a lean stack
RAG e LLMs ChatGPT
Operational prompt Ideal for Teams putting AI to work

Guide: Indicator Catalog — with a lean stack

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
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
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
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
Reviewer: Anonymization for Analysis — with Governance
RAG e LLMs Claude
Operational prompt Ideal for Teams putting AI to work

Reviewer: Anonymization for Analysis — with Governance

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
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
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
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
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
Diagnosis: Slow Query Reviewer
RAG e LLMs Gemini
Operational prompt Ideal for Teams putting AI to work

Diagnosis: Slow Query Reviewer

Faster delivery with real context

Read an 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
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 build a complete RAG architecture using MySQL as the vector store and private embedding models.

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Playbook: Sampling Strategy
RAG e LLMs Claude
Operational prompt Ideal for Technical team

Playbook: Sampling Strategy

Architecture, foundation and governance

Choose the 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
Checklist: Data Quality Auditor
RAG e LLMs ChatGPT
Operational prompt Ideal for Teams putting AI to work

Checklist: 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
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
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
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
Framework: Hypothesis Testing Plan
RAG e LLMs Gemini
Operational prompt Ideal for Teams putting AI to work

Framework: 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