ClawHub

Idea Validator

v1.0.0

Startup idea validation skill. Helps indie developers validate product ideas, analyze competitive landscapes, and assess market saturation.

⭐ 0· 69·1 current·1 all-time
by@openlark

Install

OpenClaw Prompt Flow

Install with OpenClaw

Best for remote or guided setup. Copy the exact prompt, then paste it into OpenClaw for openlark/idea-validator.

Previewing Install & Setup.
Prompt PreviewInstall & Setup
Install the skill "Idea Validator" (openlark/idea-validator) from ClawHub.
Skill page: https://clawhub.ai/openlark/idea-validator
Keep the work scoped to this skill only.
After install, inspect the skill metadata and help me finish setup.
Use only the metadata you can verify from ClawHub; do not invent missing requirements.
Ask before making any broader environment changes.

Command Line

CLI Commands

Use the direct CLI path if you want to install manually and keep every step visible.

OpenClaw CLI

Bare skill slug

openclaw skills install idea-validator

ClawHub CLI

Package manager switcher

npx clawhub@latest install idea-validator
Security Scan
Capability signals
CryptoCan make purchases
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Benign
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OpenClawOpenClaw
Benign
high confidence
✓
Purpose & Capability
Name and description (startup idea validation, competitor analysis, MVP planning) align with the included CLI script and SKILL.md commands. The included Python script implements report generation and CLI subcommands that map directly to the documented capabilities. There are no extraneous environment variables, binaries, or unrelated dependencies requested.
ℹ
Instruction Scope
SKILL.md instructs the agent to run the bundled Python script for validate/compete/mvp tasks and to install the 'requests' package. The script currently generates canned reports and only conditionally mentions web research via a '--web' flag; actual web-retrieval code is commented out (TODO). This is scoped to the skill's purpose, but note that enabling web-research in the future (or if the script is modified) could perform network requests.
✓
Install Mechanism
There is no install spec in the registry; the skill is instruction-plus-source only. The only recommended dependency is 'pip install requests', which is a common Python package. No external archive downloads or non-standard install locations are used.
✓
Credentials
The skill requires no environment variables, credentials, or config paths. It does not request secrets or access tokens, which is proportional to its functionality.
✓
Persistence & Privilege
The skill is not marked 'always:true' and does not modify other skills or system settings. It runs as an on-demand CLI tool and does not request persistent privileges.
Assessment
This skill appears to be what it claims: a local CLI-based idea/competitor/MVP report generator that needs no credentials. Before installing or running: (1) review the bundled script (scripts/idea_validator.py) yourself — it currently produces canned reports and the web-research path is commented out; (2) if you don't want network access, avoid using the '--web' flag and don't install 'requests'; (3) run it in a sandbox or isolated environment if you want to be extra cautious; (4) be aware that if the script is later updated to perform web lookups, it could make outbound requests — re-review changes before upgrading.

Like a lobster shell, security has layers — review code before you run it.

latestvk975e82zhh1127hgpfwpj0cv6n850w9c
69downloads
0stars
1versions
Updated 1w ago
v1.0.0
MIT-0
@openlark
latest
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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

CapabilityDescription
Multi-dimensional Startup Idea EvaluationComprehensive assessment of market / competition / technology / business model
User Persona and Needs ValidationTarget user persona construction and pain point analysis
MVP Roadmap GenerationDefine core features and plan product iteration path

Command List

CommandDescription
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

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