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.
70 assets found The Library opens with the most recent cards first by default.
Template: Slowly Changing Dimension Modeling
DevOps ChatGPT
Operational prompt Ideal for Technical team

Template: Slowly Changing Dimension Modeling

Architecture, foundation and governance

Decide how to handle attribute changes over time. Structured prompt with steps, output format, and quality criteria.

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Critique: Recurring Query Cost Reviewer
DevOps ChatGPT
Operational prompt Ideal for Technical team

Critique: Recurring Query Cost Reviewer

Architecture, foundation and governance

Find scheduled queries that cost more than they should. A structured prompt with steps, output format, and quality crite…

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Review: Pipeline Test Plan — with governance
DevOps ChatGPT
Operational prompt Ideal for Technical team

Review: Pipeline Test Plan — with governance

Architecture, foundation and governance

Test data transformation before it goes to production. Structured prompt with steps, output format, and quality criteria…

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Reviewer: Chunking for RAG
DevOps ChatGPT
Operational prompt Ideal for Technical team

Reviewer: Chunking for RAG

Architecture, foundation and governance

Split documents while preserving context for retrieval. Structured prompt with steps, output format, and quality criteri…

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Audit: Safe Historical Backfill
DevOps Claude
Operational prompt Ideal for Technical team

Audit: Safe Historical Backfill

Architecture, foundation and governance

Reprocess history without affecting current consumption. Structured prompt with steps, output format, and quality criter…

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Reviewer: Warehouse Cost Reduction
DevOps ChatGPT
Operational prompt Ideal for Technical team

Reviewer: Warehouse Cost Reduction

Architecture, foundation and governance

Find an expensive query and cut costs without losing analysis. Structured prompt with steps, output format, and quality …

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Review: Inefficient Partitioning Critic
DevOps ChatGPT
Operational prompt Ideal for Technical team

Review: Inefficient Partitioning Critic

Architecture, foundation and governance

Spot poorly designed partitioning that makes queries more expensive. Structured prompt with steps, output format, and qu…

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Framework: Selective Reprocessing Strategy
DevOps ChatGPT
Operational prompt Ideal for Technical team

Framework: Selective Reprocessing Strategy

Architecture, foundation and governance

Reprocess only the piece of data that changed, not everything. Structured prompt with steps, output format, and quality …

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Plan: Slowly Changing Dimension Modeling
DevOps Claude
Operational prompt Ideal for Technical team

Plan: Slowly Changing Dimension Modeling

Architecture, foundation and governance

Decide how to handle attribute changes over time. Structured prompt with steps, output format, and quality criteria.

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Template: Job Dependency Orchestrator
DevOps ChatGPT
Operational prompt Ideal for Technical team

Template: Job Dependency Orchestrator

Architecture, foundation and governance

Define job order and dependencies in a complex pipeline. Structured prompt with steps, output format, and quality criter…

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Playbook: File Compression Strategy — with Sensitive Data
DevOps Claude
Operational prompt Ideal for Technical team

Playbook: File Compression Strategy — with Sensitive Data

Architecture, foundation and governance

Choose the right format and compression for the use case. Structured prompt with steps, output format, and quality crite…

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Checklist: Idempotent Pipeline
DevOps Claude
Operational prompt Ideal for Technical team

Checklist: Idempotent Pipeline

Architecture, foundation and governance

A pipeline that can run twice without duplicating data. Structured prompt with steps, output format, and quality criteri…

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Playbook: Continuous Data Quality Plan
DevOps Claude
Operational prompt Ideal for Technical team

Playbook: Continuous Data Quality Plan

Architecture, foundation and governance

Automated tests that run with every data load. Structured prompt with steps, output format, and quality criteria.

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Script: Continuous Data Quality Plan
DevOps Claude
Operational prompt Ideal for Technical team

Script: Continuous Data Quality Plan

Architecture, foundation and governance

Automated tests that run with every data load. Structured prompt with steps, output format, and quality criteria.

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Generator: Data Contract Between Teams
DevOps ChatGPT
Operational prompt Ideal for Technical team

Generator: Data Contract Between Teams

Architecture, foundation and governance

Define schema, SLA, and contract breach handling. Structured prompt with steps, output format, and quality criteria.

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Generator: Partitioning Strategy
DevOps ChatGPT
Operational prompt Ideal for Technical team

Generator: Partitioning Strategy

Architecture, foundation and governance

Partition a large table for query performance and cost. Structured prompt with steps, output format, and quality criteri…

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Guide: Warehouse Cost Reduction
DevOps ChatGPT
Operational prompt Ideal for Technical team

Guide: Warehouse Cost Reduction

Architecture, foundation and governance

Find an expensive query and cut spend without losing analysis. Structured prompt with steps, output format, and quality …

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
AI-Powered DevOps Automation with GitHub Actions
DevOps Claude
Operational prompt Ideal for Operations and automation

AI-Powered DevOps Automation with GitHub Actions

Automated routine and clear handoff

A prompt to create intelligent DevOps pipelines with GitHub Actions, AI code analysis, and automatic deployment.

Saves: operational hours Includes: prompt + workflow Ready to adapt