pm-analyst

Analyze user behavior data to create feature specs and Linear tickets.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/cncorp/arsenal --skill pm-analyst
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: pm-analyst
Source: https://github.com/cncorp/arsenal/tree/main/dot-claude/skills/pm-analyst
Command: npx skills add https://github.com/cncorp/arsenal --skill pm-analyst

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill provides a complete, pragmatic PM workflow that starts with data analysis, surfaces the top opportunity, crafts a crisp spec, and opens a Linear ticket—enabling teams to ship quickly with minimal overhead.

Core Features & Use Cases

  • End-to-end workflow: from data analysis to shipping Linear tickets.
  • Opportunity identification: prioritizes the top impactful insight using a simple framework.
  • Specification automation: outputs a ready-to-use feature spec for development.
  • Linear ticket creation: creates a ticket with requirements and acceptance criteria.
  • Audit for simplicity: promotes 80/20 thinking to avoid scope creep and complex solutions.
  • Optional automation scripts: uses included scripts to demonstrate workflow end-to-end.

Quick Start

Run the end-to-end workflow starting from data analysis through to shipping a Linear ticket. See the included example workflow script to preview the steps, or customize with your own data. Example: dot-claude/skills/pm-analyst/scripts/example_workflow.sh

Frequently Asked Questions about pm-analyst

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

FAQPage Schema
How do I turn product data analysis into actionable feature decisions?

Data analysis becomes actionable through structured prioritization: identify the highest-impact opportunity, write a clear justification, create a formal spec, and open a Linear ticket. This Skill automates that end-to-end workflow, reducing overhead and ensuring consistent output across product teams.

Can I automate feature specification and ticket creation from product insights?

Yes. This Skill converts data questions and opportunity insights into ready-to-use feature specs and Linear tickets with requirements and acceptance criteria, eliminating manual spec writing and ticket setup work.

How do I structure a PM workflow to avoid scope creep and complexity?

Apply 80/20 thinking through audit criteria that gate decisions and simplicity checks. This Skill embeds those guardrails into your workflow, promoting straightforward solutions and preventing feature bloat during prioritization and specification.

What's included in a complete product management workflow from data to shipping?

A complete workflow spans data analysis, opportunity prioritization using a simple framework, feature specification in Markdown, Linear ticket creation with acceptance criteria, and post-hoc audit for decision validation—all included in this Skill's end-to-end process.

Does this work with Linear for ticket management?

Yes. This Skill creates Linear tickets directly or provides creation steps, integrating structured specs and requirements into your Linear workflow without manual data entry or context-switching.

What output artifacts does the PM workflow produce?

The workflow produces analysis markdown, a concise opportunity justification (1–2 paragraphs), a formal Markdown feature spec, a Linear ticket (URL or creation steps), and an audit criteria framework for repeatable decision gates.