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.
Checklist: Freshness Monitoring
DevOps Claude
Operational prompt Ideal for Technical team

Checklist: Freshness Monitoring

Architecture, foundation and governance

Alert when data stops arriving. 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
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: 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
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
Diagnostic: Safe Historical Backfill
DevOps Claude
Operational prompt Ideal for Technical team

Diagnostic: Safe Historical Backfill

Architecture, foundation and governance

Reprocess historical data without affecting current consumption. Structured prompt with steps, output format, and qualit…

Saves: 1 technical setup Includes: prompt + blueprint Ready to adapt
Reviewer: Deduplication with business rules
DevOps ChatGPT
Operational prompt Ideal for Technical team

Reviewer: Deduplication with business rules

Architecture, foundation and governance

Decide which record survives when duplicates exist. A structured prompt with steps, output format, and quality criteria.

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

Review: Pipeline Test Plan

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
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 — 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
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
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
Review: Recurring Query Cost Auditor — on a Tight Budget
DevOps ChatGPT
Operational prompt Ideal for Technical team

Review: Recurring Query Cost Auditor — on a Tight Budget

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
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
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
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
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