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
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
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
Generator: Partitioning Strategy
DevOps ChatGPT
Operational prompt Ideal for Technical team

Generator: 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
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
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
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
Guide: Transactional Database CDC
DevOps ChatGPT
Operational prompt Ideal for Technical team

Guide: 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
Reviewer: Warehouse Cost Reduction
DevOps ChatGPT
Operational prompt Ideal for Technical team

Reviewer: Warehouse Cost Reduction

Architecture, foundation and governance

Find an expensive query and cut costs without losing analysis. Structured prompt with steps, output format, and quality …

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
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
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
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
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: Pipeline Observability Plan
DevOps ChatGPT
Operational prompt Ideal for Technical team

Template: Pipeline Observability Plan

Architecture, foundation and governance

Define what to monitor so you can tell whether a pipeline is healthy. Structured prompt with steps, output format, and q…

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