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.
Reviewer: Chunking for RAG — for the first cycle
DevOps ChatGPT
Operational prompt Ideal for Technical team

Reviewer: Chunking for RAG — for the first cycle

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: Vector Database Selection
DevOps Claude
Operational prompt Ideal for Technical team

Audit: Vector Database Selection

Architecture, foundation and governance

Compare vector databases for a specific use case. 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
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
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
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
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
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
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
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
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
Generator: Transactional Database CDC
DevOps ChatGPT
Operational prompt Ideal for Technical team

Generator: Transactional Database CDC

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
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
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
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
Diagnosis: Data Contract Between Teams
DevOps Claude
Operational prompt Ideal for Technical team

Diagnosis: Data Contract Between Teams

Architecture, foundation and governance

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

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