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.
Framework: Pipeline Test Plan
DevOps ChatGPT
Operational prompt Ideal for Technical team

Framework: Pipeline Test Plan

Architecture, foundation and governance

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

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
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
Playbook: File Compression Strategy
DevOps Claude
Operational prompt Ideal for Technical team

Playbook: File Compression Strategy

Architecture, foundation and governance

Choose the right format and compression for the use case. A structured prompt with steps, output format, and quality cri…

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

Framework: Schema Versioning Strategy

Architecture, foundation and governance

Evolve a data schema without breaking existing consumers. Structured prompt with steps, output format, and quality crite…

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
Playbook: File Compression Strategy
DevOps Claude
Operational prompt Ideal for Technical team

Playbook: File Compression Strategy

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
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
Template: Recurring Query Cost Reviewer
DevOps ChatGPT
Operational prompt Ideal for Technical team

Template: Recurring Query Cost Reviewer

Architecture, foundation and governance

Find scheduled queries that cost more than they should. Structured prompt with steps, output format, and quality criteri…

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

Plan: 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
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
Guide: Transactional database CDC — with a lean stack
DevOps ChatGPT
Operational prompt Ideal for Technical team

Guide: Transactional database CDC — with a lean stack

Architecture, foundation and governance

Capture database changes without overloading production. Structured prompt with steps, output format, and quality criter…

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Playbook: Backoff Retry Strategy
DevOps Claude
Operational prompt Ideal for Technical team

Playbook: Backoff Retry Strategy

Architecture, foundation and governance

Set a retry policy without overwhelming the system. Structured prompt with steps, output format, and quality criteria.

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

Generator: Unstable API Ingestion

Architecture, foundation and governance

Ingest data from a failing API with retry and backoff. Structured prompt with steps, output format, and quality criteria…

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
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
Checklist: Idempotent Pipeline — with Sensitive Data
DevOps Claude
Operational prompt Ideal for Technical team

Checklist: Idempotent Pipeline — with Sensitive Data

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