product-discovery

Synthesize product discovery briefs from Jira, Confluence, and user input.

6|Updated Feb 13, 2026

Search Tags:#product discovery #problem framing #context synthesis #discovery brief #assumption audit

Ready to run

npx skills add https://github.com/damianpapadopoulos/auto-claude-skills --skill product-discovery-damianpapadopoulos

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: product-discovery
Source: https://github.com/damianpapadopoulos/auto-claude-skills/tree/main/skills/product-discovery
Command: npx skills add https://github.com/damianpapadopoulos/auto-claude-skills --skill product-discovery-damianpapadopoulos

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires jira, confluence, python, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill addresses the challenge of starting a new feature or initiative by providing a structured discovery brief, synthesizing context from various sources, and ensuring all necessary information is in place before design begins.

Core Features & Use Cases

Context Synthesis: Merges information from Jira tickets, Confluence docs, and user input to create a comprehensive discovery brief.
Problem Framing: Validates problem framing by presenting a structured brief for user validation.
Assumption Audit: Conducts an assumption audit to ensure logical consistency and identify potential risks.

Quick Start

Run the product-discovery skill to start the discovery phase for your new feature.

Frequently Asked Questions about product-discovery

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

FAQPage Schema

How do I create a product discovery brief from Jira and Confluence?▼

You can automate product discovery brief synthesis by integrating Jira, Confluence, and user input. This Skill merges these sources to validate problem framing and ensure all necessary context is gathered before early-stage feature design begins.

What is the best way to validate problem framing for early-stage feature development?▼

Validating problem framing requires a structured discovery brief that audits assumptions for logical consistency. This Skill synthesizes your context into a brief, allowing you to review risks and ensure all necessary information is in place before design.

Do I need Python to automate context synthesis from Jira and Confluence?▼

Yes, Python is required for processing. The Skill uses Python libraries to merge Jira tickets and Confluence docs with user input, requiring access to Jira and Confluence APIs to automate the discovery brief synthesis.

Can I use Confluence and Jira APIs to conduct an assumption audit for new features?▼

Yes, you can use Jira and Confluence APIs to conduct an assumption audit. The Skill integrates these API sources to audit assumptions, identify potential risks, and ensure logical consistency during the early-stage product discovery phase.

What are the limitations of automating product discovery briefs with Jira and Confluence?▼

The main limitation is the strict dependency on Jira and Confluence APIs and Python libraries for processing. Without direct API access, the Skill cannot merge information or validate problem framing to generate the structured discovery brief.