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
Builders and SaaS Assets to build apps, MVPs and dashboards faster. B2B sales with AI SDR, follow-up, CRM, sales proposals and prospecting operations with real context. Agents and automation Assets for support, RAG, workflows and repeatable processes that need consistency.
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.
Diagnosis: Explainable Anomaly Detection
RAG e LLMs Gemini
Operational prompt Ideal for Teams putting AI to work

Diagnosis: Explainable Anomaly Detection

Faster delivery with real context

Identify an anomaly and explain why it is anomalous. Structured prompt with steps, output format, and quality criteria.

Saves: less trial and error Includes: prompt + context Ready to adapt
Gustavo Rocha
No ratings yet
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
Lucas Estevao
No ratings yet
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
Gustavo Rocha
No ratings yet
Playbook: Sample Bias Detector
RAG e LLMs Claude
Operational prompt Ideal for Teams putting AI to work

Playbook: Sample Bias Detector

Faster delivery with real context

Identify selection bias before drawing conclusions from data. A structured prompt with steps, output format, and quality…

Saves: less trial and error Includes: prompt + context Ready to adapt
Lucas Estevao
No ratings yet
Plan: Synthetic Data Strategy
RAG e LLMs Gemini
Operational prompt Ideal for Teams putting AI to work

Plan: 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
Lucas Estevao
No ratings yet
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
Gustavo Rocha
No ratings yet
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
Ricardo Portela
No ratings yet
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
Lucas Estevao
No ratings yet
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
Vinicius Salgado
No ratings yet
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
Vinicius Salgado
No ratings yet
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
Gustavo Rocha
No ratings yet
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
Ricardo Portela
No ratings yet
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
Gustavo Rocha
No ratings yet
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
Carlos Mendes
No ratings yet
Blueprint: Data Leakage Auditor — for the First Cycle
RAG e LLMs ChatGPT
Operational prompt Ideal for Teams putting AI to work

Blueprint: Data Leakage Auditor — for the First Cycle

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
Ricardo Portela
No ratings yet