analyze-value

Analyze decision value for papers, events, technologies, or products into reports.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/jssfy/k-skills --skill analyze-value
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: analyze-value
Source: https://github.com/jssfy/k-skills/tree/main/skills/research/analyze-value
Command: npx skills add https://github.com/jssfy/k-skills --skill analyze-value

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Decision-making for papers, events, technology directions, or products requires structured value analyses that synthesize evidence from multiple sources into actionable recommendations. This Skill orchestrates a progressive workflow: locate targets, parallel data collection, cross-synthesis, and a final report. If a target cannot be found, it exits early to avoid wasted effort.

Core Features & Use Cases

  • Multimodal inputs: accepts paper URLs/titles, event descriptions, tech directions, or product names.
  • Progressive analysis workflow: locate → parallel data collection → cross-synthesis → output report with explicit uncertainty labels.
  • Actionable deliverables: decision rationale, risk notes, and recommended next steps for decision-makers.

Quick Start

Supply the target input (URL/title/description) and I will generate a decision-value analysis report.

Frequently Asked Questions about analyze-value

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

FAQPage Schema
How do I make value-driven decisions for technology directions or products?

Value-driven decisions for technology directions or products require structured analysis that synthesizes evidence from multiple sources into actionable recommendations. This process generates a decision-oriented report with rationale, risk notes, and recommended next steps.

What is the best way to analyze the decision value of a research paper?

Analyzing the decision value of a research paper involves a progressive workflow: locate the target, collect data in parallel, cross-synthesize findings, and output a report with explicit uncertainty labels and actionable recommendations for decision-makers.

Can I use URLs or titles as inputs for product analysis?

Yes, product analysis accepts multimodal inputs including paper URLs, titles, event descriptions, tech directions, or product names. The workflow locates the target and performs parallel data collection to generate a decision-value analysis.

Does the decision-value analysis workflow handle missing or unlocatable targets?

Yes, the decision-value analysis workflow enforces early exit if a target cannot be found. This avoids wasted effort and ensures that the cross-synthesis and output generation phases only run when valid targets are located.

How does cross-synthesis work when evaluating events and tech directions?

Cross-synthesis for evaluating events and tech directions works by aggregating parallel data collection streams into a unified report. It enforces traceable sources and uncertainty labeling to produce actionable decision rationale.

What do I need to provide to generate a decision-oriented report?

To generate a decision-oriented report, you need to provide a target input such as a URL, title, or description. The workflow then handles data collection, cross-synthesis, and outputs risks and recommended next steps.