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

Critique: 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
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
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: Anonymization for Analysis
RAG e LLMs Claude
Operational prompt Ideal for Teams putting AI to work

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

Plan: 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
Generator: Cohort Plan — in a B2B context
RAG e LLMs Gemini
Operational prompt Ideal for Teams putting AI to work

Generator: Cohort Plan — in a B2B context

Faster delivery with real context

Build a cohort analysis to understand retention. Structured prompt with steps, output format, and quality criteria.

Saves: less trial and error Includes: prompt + context Ready to adapt
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
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