Isabela Bittencourt

creator

Arquiteta de Solucoes

Desenho arquiteturas de IA que aguentam producao e auditoria.

📍 Natal, RN
Disponível para mentoria

21 published prompts · na PromptHub desde Jun/2026

🏆 Ranking this month: 0 pts — see full ranking

About

Isabela atua como Arquiteta de Solucoes e trabalha com IA aplicada ha cerca de 13 anos. Hoje foca em arquitetura e rag, ajudando times a sair do teste isolado e colocar IA dentro do processo. Compartilha na PromptHub AI os prompts e agentes que usa no dia a dia em Natal.

Experience

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Arquitetura de Software · Natal, RN

Featured

Skills (12)

Linguagens
Java Python Go
Frameworks
LangChain Semantic Kernel
Modelos
Azure OpenAI Anthropic
Infra
Kubernetes Azure
Especializações
Arquitetura RAG Governanca

Published Prompts

21 published

AI
Games ChatGPT
Operational prompt Ideal for Teams putting AI to work

Construtor de Casa Moderna Minecraft

Faster delivery with real context

Projeto de casa moderna com volumes, interiores e paisagismo.

Saves: less trial and error Includes: prompt + context Ready to adapt
Checklist: Content Guardrail
Agentes de IA Claude
Operational prompt Ideal for Operations and automation

Checklist: Content Guardrail

Automated routine and clear handoff

A Solution Architect prompt that enforces scope limits with empathy. It asks for missing info and returns a verifiable, …

Saves: operational hours Includes: prompt + workflow Ready to adapt
Guide: Alternative Comparison Tool
Agentes de IA Claude
Operational prompt Ideal for Operations and automation

Guide: Alternative Comparison Tool

Automated routine and clear handoff

Compare technical options using explicit criteria and a final recommendation. Structured prompt with steps, output forma…

Saves: operational hours Includes: prompt + workflow Ready to adapt
Checklist: Weak Prompt Rewriter — for Migration
Agentes de IA Claude
Operational prompt Ideal for Operations and automation

Checklist: Weak Prompt Rewriter — for Migration

Automated routine and clear handoff

Take a vague prompt and turn it into a structured, testable version. A structured prompt with steps, output format, and …

Saves: operational hours Includes: prompt + workflow Ready to adapt
Diagnosis: Ticket Triage Agent — Cost-Focused
Agentes de IA Gemini
Applicable agent Ideal for Operations and automation

Diagnosis: Ticket Triage Agent — Cost-Focused

Automated routine and clear handoff

Triage and classify support tickets by urgency and responsible team. Structured prompt with steps, output format, and qu…

Saves: operational hours Includes: prompt + workflow Ready to adapt
Generator: Data Extraction Agent — for a new product
Agentes de IA Gemini
Applicable agent Ideal for Operations and automation

Generator: Data Extraction Agent — for a new product

Automated routine and clear handoff

Extract structured fields from free text into validated JSON. A structured prompt with steps, output format, and quality…

Saves: operational hours Includes: prompt + workflow Ready to adapt
Audit: LLM Response Evaluator
Agentes de IA ChatGPT
Operational prompt Ideal for Operations and automation

Audit: LLM Response Evaluator

Automated routine and clear handoff

Score model responses against objective criteria. Structured prompt with steps, output format, and quality criteria.

Saves: operational hours Includes: prompt + workflow Ready to adapt
Audit: Research Agent with Sources — with Governance
Agentes de IA ChatGPT
Applicable agent Ideal for Operations and automation

Audit: Research Agent with Sources — with Governance

Automated routine and clear handoff

Research a topic and return an answer with citations for the sources used. Structured prompt with steps, output format, …

Saves: operational hours Includes: prompt + workflow Ready to adapt
Audit: LLM Response Evaluator — for legacy
Agentes de IA ChatGPT
Operational prompt Ideal for Operations and automation

Audit: LLM Response Evaluator — for legacy

Automated routine and clear handoff

Score model outputs against objective criteria. Structured prompt with steps, output format, and quality criteria.

Saves: operational hours Includes: prompt + workflow Ready to adapt
Guide: Alternatives Comparator — at Scale
Agentes de IA Claude
Operational prompt Ideal for Operations and automation

Guide: Alternatives Comparator — at Scale

Automated routine and clear handoff

Compare technical options with explicit criteria and a final recommendation. Structured prompt with steps, output format…

Saves: operational hours Includes: prompt + workflow Ready to adapt
Reviewer: Intent Router
Agentes de IA ChatGPT
Operational prompt Ideal for Operations and automation

Reviewer: Intent Router

Automated routine and clear handoff

Identify the user's intent and route it to the right workflow. Structured prompt with steps, output format, and quality …

Saves: operational hours Includes: prompt + workflow Ready to adapt
Guide: Product Onboarding Agent
Agentes de IA Claude
Applicable agent Ideal for Operations and automation

Guide: Product Onboarding Agent

Automated routine and clear handoff

Walk a new user through the system’s first steps. Structured prompt with steps, output format, and quality criteria.

Saves: operational hours Includes: prompt + workflow Ready to adapt
Checklist: Weak Prompt Rewriter
Agentes de IA Claude
Operational prompt Ideal for Operations and automation

Checklist: Weak Prompt Rewriter

Automated routine and clear handoff

Take a vague prompt and turn it into a structured, testable version. A structured prompt with steps, output format, and …

Saves: operational hours Includes: prompt + workflow Ready to adapt
Reviewer: Requirement-to-Spec Translator
Agentes de IA ChatGPT
Operational prompt Ideal for B2B Sales

Reviewer: Requirement-to-Spec Translator

Prospecting, qualification and follow-up

Turn informal requests into actionable specifications. Structured prompt with steps, output format, and quality criteria…

Saves: 2h per campaign Includes: prompt + process Ready to adapt
Diagnosis: Ticket Triage Agent
Agentes de IA Gemini
Applicable agent Ideal for Operations and automation

Diagnosis: Ticket Triage Agent

Automated routine and clear handoff

Route support tickets by urgency and responsible team. This solution architect investigates causes and confirms context,…

Saves: operational hours Includes: prompt + workflow Ready to adapt
Diagnosis: Contextual Follow-up Agent
Agentes de IA Gemini
Applicable agent Ideal for B2B Sales

Diagnosis: Contextual Follow-up Agent

Prospecting, qualification and follow-up

Reopen an old conversation without repeating what has already been said. Structured prompt with steps, output format, an…

Saves: 2h per campaign Includes: prompt + process Ready to adapt
Generator: Long Meeting Summarizer
Agentes de IA Gemini
Operational prompt Ideal for Operations and automation

Generator: Long Meeting Summarizer

Automated routine and clear handoff

Transform raw meeting audio into a structured list of key decisions, responsible parties, and due dates for project mana…

Saves: operational hours Includes: prompt + workflow Ready to adapt
Audit: Research Agent with Sources
Agentes de IA ChatGPT
Applicable agent Ideal for Operations and automation

Audit: Research Agent with Sources

Automated routine and clear handoff

A solution architect agent that researches topics and cites sources. It evaluates input, flags problems, and clarifies c…

Saves: operational hours Includes: prompt + workflow Ready to adapt
Generator: Data Extraction Agent
Agentes de IA Gemini
Applicable agent Ideal for Operations and automation

Generator: Data Extraction Agent

Automated routine and clear handoff

Convert unstructured text into validated JSON fields. This agent ensures accurate data extraction with a ready-to-use, p…

Saves: operational hours Includes: prompt + workflow Ready to adapt