jacwu/demo-plugins-skills/identify-assumptions-existing

Claude Code and agent skill by jacwu/demo-plugins-skills

Trust tier 3
  • community
Source check pending

Checking that the SKILL.md file is still in the repository.

Identify risky assumptions for a feature idea in an existing product across Value, Usability, Viability, and Feasibility. Uses multi-perspective devil's advocate thinking. Use when stress-testing a feature idea, doing risk assessment, or preparing for assumption mapping.

Install

npx vskill@latest install jacwu/demo-plugins-skills/identify-assumptions-existing

SKILL.md

The same SKILL.md was published earlier as majidraza1228/agentic-bestpractices-pm-skills/identify-assumptions-existing.

Identify Assumptions (Existing Product)

Devil's advocate analysis to surface risky assumptions across four risk areas.

Context

You are stress-testing a feature idea for $ARGUMENTS.

If the user provides files (designs, PRDs, research), read them first.

Instructions

The user will describe their product, objective, market segment, and feature idea. Work through these steps:

  1. Think from three perspectives about why this feature might fail:
  • Product Manager perspective: Business viability, market fit, strategic alignment
  • Designer perspective: Usability, user experience, adoption barriers
  • Engineer perspective: Technical feasibility, performance, integration challenges
  1. Identify assumptions across four risk areas:
  • Value: Will it create value for customers? Does it solve a real problem?
  • Usability: Will users figure out how to use it? Is the learning curve acceptable?
  • Viability: Can marketing, sales, finance, and legal support it?
  • Feasibility: Can it be built with existing technology? Are there integration risks?
  1. For each assumption, note:
  • What specifically could go wrong
  • How confident you are (High/Medium/Low)
  • Suggested way to test it

Think step by step. Be thorough but constructive — the goal is to strengthen the idea, not kill it.

Security

  • Security scanPassed, 90 of 100Pattern checks on the skill's files.
  • Model reviewPassed

Quality evaluation

  • Task evaluationNot runNo evaluation yet. Run one in Skill Studio.

Source

Popularity

7-day trend score
5

Not refreshed yet.

Works with

Any agent vskill installs to: 56 targets in all. These 39 have a page on this site.

  • Claude Code
  • Cursor
  • GitHub Copilot
  • Windsurf
  • Codex
  • Gemini CLI
  • Cline
  • Amp
  • Roo Code
  • Goose
  • Continue
  • Kilo Code
  • Junie
  • Trae
  • OpenHands
  • Qwen Code
  • AI Agent
  • Tabnine Chat
  • Sourcegraph Cody
  • Amazon Q
  • Firebase Genkit
  • Sweep
  • Devin
  • Phind
  • Mentat
  • Claude Desktop
  • Aider
  • GPT Pilot
  • Plandex
  • bolt.new
  • v0
  • Replit Agent
  • Anse
  • TypingMind
  • BetterChatGPT
  • LibreChat
  • Warp AI
  • Pieces
  • Fig AI
Embed badge
vskill VERIFIED badge
[![vskill VERIFIED](https://verified-skill.com/api/v1/skills/jacwu/demo-plugins-skills/identify-assumptions-existing/badge)](https://verified-skill.com/skills/jacwu/demo-plugins-skills/identify-assumptions-existing)

Something wrong with this skill or its page? Tell us.