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.
Playbook: Sampling Strategy — with a Lean Stack
RAG e LLMs Claude
Operational prompt Ideal for Technical team

Playbook: Sampling Strategy — with a Lean Stack

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
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
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: Table Documenter — for Quick Validation
RAG e LLMs Claude
Operational prompt Ideal for Teams putting AI to work

Audit: Table Documenter — for Quick Validation

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
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
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
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
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
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
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
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
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
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
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
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
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