Show HN：具備人類審核的 AI 輔助功能導入（n8n 工作流程）

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This project is an AI-powered Feature Intake Engine that converts raw product ideas into reviewable, structured Jira-ready tickets, with a human-in-the-loop approval step. It is designed for Product, Engineering, and TPM teams who want speed without losing control.

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kavishsekhri/AI-Feature-Intake-Engine

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🚀 AI Feature Intake Engine

Turn raw product requests into Jira-ready stories in under 1 minute, with humans in control

❌ The Problem

Great product ideas fail every day. Not because they’re bad, but because they arrive too late, too vague, or lose context before reaching the backlog.

Typical intake issues:

Speed without control is dangerous.
Control without speed is expensive.

✅ The Solution

The AI Feature Intake Engine accelerates product request review without removing human judgment.

In under 60 seconds, it:

AI does the heavy lifting.
Humans make the decision.

🧠 How It Works (High Level)

Request arrives
From Google Sheets, form, or intake source

AI enrichment
Gemini studies internal product features and architecture and converts raw input into:

Human-in-the-loop review
Reviewer:

Outcome

All of this happens before backlog pollution.

Architecture

The system is intentionally split into three independent workflows for clarity, safety, and scale.

1. Main Intake Flow (AI Generation)

Google Sheets → Filter → Google Drive Files → Gemini → Code → Email

2. Review Draft Flow (Human-in-the-loop)

GET Webhook → HTML Review Form → Respond to Webhook

This step prevents deterministic AI behavior from pushing bad specs downstream.

3. Submission Flow (Decision Engine)

POST Webhook → IF → Jira / Rejection Email

No brittle automation.
No blind Jira creation.
No black-box AI behavior.

🎯 Why This Matters (TPM / Technical PM Perspective)

From a delivery standpoint:

This engine pulls quality forward:

This is decision acceleration, not task automation.

⏱️ Real Impact

🛠️ Built With

Demo

🎥 Watch the full workflow demo on Youtube:
👉 https://youtu.be/bt-PUd4Po6g

🎥 The walkthrough shows:

👤 Who This Is For

💼 Need Help Getting Started?

Setting up the AI-Feature-Intake-Engine can be complex. I offer personalized setup sessions to help you get up and running quickly.

📅 Book a Setup Session

30-Minute Quick Help — $50
Perfect for quick questions, troubleshooting, or guidance on specific features.
👉 https://cal.com/kavish-sekhri/30min

60-Minute Deep Dive — $100
Comprehensive setup assistance, configuration, and Q&A.
👉 https://cal.com/kavish-sekhri/60min

What’s Included

About

This project is an AI-powered Feature Intake Engine that converts raw product ideas into reviewable, structured Jira-ready tickets, with a human-in-the-loop approval step. It is designed for Product, Engineering, and TPM teams who want speed without losing control.

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