·requirements-elicitation
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requirements-elicitation

Systematic framework for analyzing product documents (PRDs, feature specs, user stories, roadmaps, one-pagers) to identify gaps, generate clarifying questions for PMs and engineers, and assess technical risks. This skill should be used when engineers or technical leads need to bridge PM documents and implementation by eliciting missing technical details rather than making assumptions. Use when asked to extract technical requirements, review specs, identify what's missing, or prepare clarifying questions from product documents.

4Installs·1Trend·@exploration-labs

Installation

$npx skills add https://github.com/exploration-labs/nates-substack-skills --skill requirements-elicitation

How to Install requirements-elicitation

Quickly install requirements-elicitation AI skill to your development environment via command line

  1. Open Terminal: Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.)
  2. Run Installation Command: Copy and run this command: npx skills add https://github.com/exploration-labs/nates-substack-skills --skill requirements-elicitation
  3. Verify Installation: Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw

Source: exploration-labs/nates-substack-skills.

SKILL.md

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This skill provides a systematic framework for analyzing product documents and eliciting technical requirements needed for implementation. It bridges the gap between product management and engineering by identifying ambiguities, generating targeted clarifying questions, and assessing technical risks.

This skill is designed to identify gaps and ask questions, NOT to fill in missing details with assumptions. Engineers frequently complain that PM requirements are overly broad. This skill helps narrow and specify requirements through systematic elicitation rather than inventing technical details that aren't in the source document.

After questions have been answered and gaps filled through discussion:

Systematic framework for analyzing product documents (PRDs, feature specs, user stories, roadmaps, one-pagers) to identify gaps, generate clarifying questions for PMs and engineers, and assess technical risks. This skill should be used when engineers or technical leads need to bridge PM documents and implementation by eliciting missing technical details rather than making assumptions. Use when asked to extract technical requirements, review specs, identify what's missing, or prepare clarifying questions from product documents. Source: exploration-labs/nates-substack-skills.

Facts (cite-ready)

Stable fields and commands for AI/search citations.

Install command
npx skills add https://github.com/exploration-labs/nates-substack-skills --skill requirements-elicitation
Category
</>Dev Tools
Verified
First Seen
2026-02-26
Updated
2026-03-10

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Quick answers

What is requirements-elicitation?

Systematic framework for analyzing product documents (PRDs, feature specs, user stories, roadmaps, one-pagers) to identify gaps, generate clarifying questions for PMs and engineers, and assess technical risks. This skill should be used when engineers or technical leads need to bridge PM documents and implementation by eliciting missing technical details rather than making assumptions. Use when asked to extract technical requirements, review specs, identify what's missing, or prepare clarifying questions from product documents. Source: exploration-labs/nates-substack-skills.

How do I install requirements-elicitation?

Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/exploration-labs/nates-substack-skills --skill requirements-elicitation Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw

Where is the source repository?

https://github.com/exploration-labs/nates-substack-skills