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
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
Generator: Narrative from Dashboard
RAG e LLMs Gemini
Operational prompt Ideal for Builders and SaaS

Generator: Narrative from Dashboard

MVP, product flow and interface

Turn a dashboard into a story with recommendations. Structured prompt with steps, output format, and quality criteria.

Saves: 1 setup sprint Includes: prompt + structure 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
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
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
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
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
Guide: Divergent Metrics Explainer
RAG e LLMs ChatGPT
Operational prompt Ideal for Teams putting AI to work

Guide: Divergent Metrics 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
Audit: Pipeline with Data Test
RAG e LLMs Claude
Operational prompt Ideal for Teams putting AI to work

Audit: Pipeline with Data Test

Faster delivery with real context

A validated pipeline that fails loudly when the data breaks. Structured prompt with steps, output format, and quality cr…

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

Guide: 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
Checklist: Anonymization for Analysis
RAG e LLMs ChatGPT
Operational prompt Ideal for Teams putting AI to work

Checklist: 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
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
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
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