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: Vanity Metric Auditor — with Sensitive Data
RAG e LLMs Claude
Operational prompt Ideal for Teams putting AI to work

Playbook: Vanity Metric Auditor — with Sensitive Data

Faster delivery with real context

Tell a metric that impresses from a metric that decides. Structured prompt with steps, output format, and quality criter…

Saves: less trial and error Includes: prompt + context 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
Generator: Narrative from Dashboard
RAG e LLMs Gemini
Operational prompt Ideal for Builders and SaaS

Generator: Narrative from Dashboard

MVP, product flow and interface

Transform dashboards into compelling stories with actionable recommendations. This AI consultant clarifies context and d…

Saves: 1 setup sprint Includes: prompt + structure Ready to adapt
Generator: Narrative from Dashboard
RAG e LLMs Gemini
Operational prompt Ideal for Teams putting AI to work

Generator: Narrative from Dashboard

Faster delivery with real context

Turn raw dashboard data into clear narratives with strategic insights. This prompt ensures context confirmation and prod…

Saves: less trial and error Includes: prompt + context Ready to adapt
Audit: Cohort Plan
RAG e LLMs Claude
Operational prompt Ideal for Teams putting AI to work

Audit: Cohort Plan

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
Guide: Indicator Catalog
RAG e LLMs ChatGPT
Operational prompt Ideal for Teams putting AI to work

Guide: Indicator Catalog

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
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
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
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
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
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
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
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
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
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: 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