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pipeline-validation

Evaluate market viability from a BRIEF.json and output MARKET-GATE.json verdicts.

4|Updated Apr 9, 2026
Search Tags:#benchmarks#competitive-analysis#go-no-go#market-viability#startup-validation#product-pipeline
One-click install
npx skills add https://github.com/danielgap/openclaw-planitor --skill pipeline-validation
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: pipeline-validation
Source: https://github.com/danielgap/openclaw-planitor/tree/main/skills/pipeline-validation
Command: npx skills add https://github.com/danielgap/openclaw-planitor --skill pipeline-validation

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Market Gate provides a rapid sanity check to assess if a project idea has viable market potential before investing the full pipeline.

Core Features & Use Cases

  • Quick viability screening between BRIEF and GROUND TRUTH to filter out concepts with insufficient market demand.
  • Competitor discovery and benchmarking to identify direct substitutes and international best practices.
  • GO/NO-GO decision guidance with clear outputs and actionable recommendations.

Quick Start

Provide a BRIEF for a project and any gathered user data, and Market Gate will return a MARKET-GATE.json verdict with supporting details.

Frequently Asked Questions about pipeline-validation

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I check market viability for a product idea before full development?▼

A market viability gate assesses category existence, demand, and competitors to filter out concepts with insufficient market potential. It provides a GO/NO-GO verdict before investing in full pipeline development.

When should I run a go-no-go decision for startup validation?▼

Run a go-no-go decision between the initial project briefing and ground truth data gathering. This timing filters out ideas with insufficient demand before committing to deeper pipeline analysis.

How do I perform competitive analysis and benchmarking for a new project?▼

Perform competitive analysis and benchmarking by surveying direct substitutes and international best practices across multiple sources. This process identifies existing market solutions and benchmarks against international standards to guide product viability.

What inputs are required to evaluate market demand for a startup idea?▼

Evaluating market demand requires a defined project BRIEF.json file and gathered user data as inputs. Providing these inputs allows the system to output a MARKET-GATE.json file containing the viability verdict and supporting metadata.

Does market viability screening work without existing competitor data?▼

Market viability screening surveys category existence and competitors across multiple sources to discover direct substitutes. It can identify existing market solutions and international benchmarks even if you start without pre-existing competitor data.

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