Idea Validator

Overview

Helps indie developers validate the uniqueness and market potential of product ideas through a multi-dimensional evaluation framework.

Use Cases

Use when users mention "idea validation," "competitor analysis," "validate startup idea," "analyze market space," "startup idea evaluation," or "idea validation."

Core Capabilities

Capability	Description
Multi-dimensional Startup Idea Evaluation	Comprehensive assessment of market / competition / technology / business model
User Persona and Needs Validation	Target user persona construction and pain point analysis
MVP Roadmap Generation	Define core features and plan product iteration path

Command List

Command	Description
python scripts/idea_validator.py validate --idea "<product description>"	Validate startup idea
python scripts/idea_validator.py compete --market "<category>"	Competitor analysis
python scripts/idea_validator.py mvp --idea "<product description>"	Generate MVP plan

Usage Workflow

Validate Startup Idea

When the user says "validate [product name] startup idea," execute:

python3 scripts/idea_validator.py validate --idea "<product description>"

Competitor Analysis

When the user says "analyze [category] competitive landscape," execute:

python3 scripts/idea_validator.py compete --market "<category>"

Generate MVP Plan

When the user says "generate MVP feature plan," execute:

python3 scripts/idea_validator.py mvp --idea "<product description>"

Output Format

All commands output a unified Markdown format report containing:

• Key Findings — 3-5 key insights
• Data Overview — Key metrics table (with ratings)
• Detailed Analysis — Multi-dimensional in-depth analysis
• Actionable Recommendations — List of suggestions categorized by priority

References

See references/references.md for details, including links to Y Combinator startup methodology, community discussions, and Chinese resources.

Notes

• Do not fabricate data; mark missing data fields as "Data Unavailable"
• All analysis is based on publicly available information; AI is for reference only
• It is recommended to combine with human judgment
• Install dependencies before first use: pip install requests