synthesizing-requirements

Synthesizes unstructured transcripts, notes, and PDFs into a structured Markdown requirements document.

Updated Aug 27, 2026

Search Tags:#documentation #requirements #user stories #synthesize #stakeholders

Ready to run

npx skills add https://github.com/jasontalley/pact --skill synthesizing-requirements

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: synthesizing-requirements
Source: https://github.com/jasontalley/pact/tree/main/.claude/skills/synthesizing-requirements
Command: npx skills add https://github.com/jasontalley/pact --skill synthesizing-requirements

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill converts unstructured product input - transcripts, notes, and brainstorming material - into structured, actionable documentation including user stories, system requirements, and feature specifications to support early-stage product development.

Core Features & Use Cases

Extract and organize input from transcripts, PDFs, and notes into coherent requirements.
Generate a baseline requirements document with sections for user stories, acceptance criteria skeletons, functional and non-functional requirements, and feature specs.
Provide outputs that are ready for refinement via stakeholder interviews or the interviewing-stakeholders skill.

Quick Start

Provide the raw inputs (transcripts, notes, PDFs) and ask the skill to generate a structured requirements document.

Frequently Asked Questions about synthesizing-requirements

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

FAQPage Schema

How do I turn messy meeting transcripts and notes into structured product requirements?▼

To turn messy transcripts and notes into structured product requirements, provide the raw inputs to synthesize unstructured text into a Markdown document containing user stories, functional requirements, and feature specifications for early-stage development.

Can I generate user stories and acceptance criteria directly from unstructured brainstorming documents?▼

Yes, you can generate user stories and acceptance criteria skeletons from unstructured brainstorming documents by processing the raw text to extract and organize coherent product requirements into a baseline specification document.

What is the best way to create a feature specification from raw PDF and Confluence inputs?▼

The best way to create a feature specification from raw PDF and Confluence inputs is to process the documents and extract organized data into a structured Markdown output featuring an executive summary, stakeholder lists, and data models.

Does this requirements synthesis approach work for early-stage product development?▼

Yes, this requirements synthesis approach works for early-stage product development by taking unstructured brainstorming material and converting it into actionable documentation ready for stakeholder refinement.

What sections are included in the generated requirements documentation?▼

The generated requirements documentation includes sections for an executive summary, stakeholders, user stories, functional and non-functional requirements, data models, and open questions formatted as a Markdown file.

Do I need to conduct stakeholder interviews before generating system requirements?▼

No, you do not need to conduct stakeholder interviews before generating system requirements, as the output provides a baseline document that is specifically structured and ready for refinement via stakeholder interviews afterward.