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.
Guide: Embedding Pipeline
DevOps ChatGPT
Operational prompt Ideal for Technical team

Guide: Embedding Pipeline

Architecture, foundation and governance

Generate and update embeddings incrementally. 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
Roadmap: Retry Strategy with Backoff
DevOps Claude
Operational prompt Ideal for Technical team

Roadmap: Retry Strategy with Backoff

Architecture, foundation and governance

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

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

Diagnosis: Unstable API Ingestion

Architecture, foundation and governance

API ingestion that fails, with retry and backoff. Structured prompt with steps, output format, and quality criteria.

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Guide: Anonymization plan for a test environment
DevOps Claude
Operational prompt Ideal for Technical team

Guide: Anonymization plan for a test environment

Architecture, foundation and governance

Prepare a safe production copy for test use. Structured prompt with steps, output format, and quality criteria.

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
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
Roadmap: Test Environment Anonymization Plan
DevOps Claude
Operational prompt Ideal for Technical team

Roadmap: Test Environment Anonymization Plan

Architecture, foundation and governance

Prepare a secure production copy for testing use. Structured prompt with steps, output format, and quality criteria.

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
Plan: Inefficient Partitioning Reviewer
DevOps Claude
Operational prompt Ideal for Technical team

Plan: Inefficient Partitioning Reviewer

Architecture, foundation and governance

Identify poorly designed partitioning that makes queries more expensive. Structured prompt with steps, output format, an…

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

Plan: Schema Versioning Strategy

Architecture, foundation and governance

Evolve data schema without breaking existing consumers. 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
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
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: 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
Framework: Pipeline Observability Plan
DevOps ChatGPT
Operational prompt Ideal for Technical team

Framework: Pipeline Observability Plan

Architecture, foundation and governance

Define what to monitor so you know a pipeline is healthy. Structured prompt with steps, output format, and quality crite…

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

Checklist: Freshness Monitoring

Architecture, foundation and governance

Act as a Data Engineer to alert when data stops arriving. Receive a verifiable item-by-item list and explicit premisses …

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
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