Isabela Bittencourt

creator

Arquiteta de Solucoes

Desenho arquiteturas de IA que aguentam producao e auditoria.

📍 Natal, RN
Disponível para mentoria

20 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

20 published

Checklist: Content Guardrail
Agentes de IA Claude
Operational prompt Ideal for Operations and automation

Checklist: Content Guardrail

Automated routine and clear handoff

Block out-of-scope requests without sounding rude to the user. Structured prompt with steps, output format, and quality …

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 Operations and automation

Reviewer: Requirement-to-Spec Translator

Automated routine and clear handoff

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

Saves: operational hours Includes: prompt + workflow 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

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
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

Condense transcripts into decisions, owners, and deadlines. Structured prompt with steps, output format, and quality cri…

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

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
Generator: Data Extraction Agent
Agentes de IA Gemini
Applicable agent Ideal for Operations and automation

Generator: Data Extraction Agent

Automated routine and clear handoff

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

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