synthesizing-requirements

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

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/jasontalley/pact --skill synthesizing-requirements
Or copy as Structured Prompt for Agent
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.