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: 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
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
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
Audit: Partitioning Strategy
DevOps Claude
Operational prompt Ideal for Technical team

Audit: 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
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
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
Diagnosis: Deduplication with business rules
DevOps Claude
Operational prompt Ideal for Technical team

Diagnosis: Deduplication with business rules

Architecture, foundation and governance

Decide which record survives when there’s a duplicate. 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
Audit: Chunking for RAG
DevOps Claude
Operational prompt Ideal for Technical team

Audit: 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
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
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
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
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
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