skills.rest
eugenelim
eugenelimCOMMUNITY
Explore all skills by this author →
GitHub

de-risk-intent

Test a framed intent's riskiest assumption and return a survive or kill verdict.

15|5|Updated May 4, 2026
Search Tags:#assumption testing#intent#de-risking#kill condition#prototype-led#validate-first#reversibility triage
One-click install
npx skills add https://github.com/eugenelim/agent-ready-repo --skill de-risk-intent
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: de-risk-intent
Source: https://github.com/eugenelim/agent-ready-repo/tree/main/packs/product-engineering/.apm/skills/de-risk-intent
Command: npx skills add https://github.com/eugenelim/agent-ready-repo --skill de-risk-intent

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps you decide whether a framed intent is worth building by exposing the riskiest assumption early and preventing validation theatre.

Core Features & Use Cases

  • Reversibility triage separates one-way from two-way bets so you can choose the right learning path.
  • It names the single assumption most likely to sink the bet and turns it into a clear test target.
  • It predeclares a kill condition, then selects a validate-first or prototype-led approach and returns a survive or kill verdict.
  • Use it for product ideas, feature bets, capability investments, and market-adoption questions.

Quick Start

Ask the skill to de-risk your framed intent by stating the bet, the riskiest assumption, and the result that would make you stop.

Frequently Asked Questions about de-risk-intent

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

FAQPage Schema
How do I de-risk a product bet before committing to build time?▼

To de-risk a product bet, you must test its riskiest assumption by predeclaring a kill condition and selecting a validate-first or prototype-led approach to return a survive or kill verdict.

What is reversibility triage for feature investments?▼

Reversibility triage separates one-way door bets from two-way door bets to determine the appropriate learning path for a feature investment before you commit resources.

How do I set a kill condition for assumption testing?▼

Setting a kill condition requires declaring the specific result that would make you stop the bet before any test occurs, ensuring objective evaluation of the riskiest assumption.

When should I choose a prototype-led approach over validate-first?▼

Choose a prototype-led approach for two-way door bets where building a prototype is reversible, and use validate-first testing for one-way door bets requiring high confidence before commitment.

Can I use this de-risking process for capability decisions and market-adoption questions?▼

Yes, the de-risking process applies to product ideas, feature bets, capability investments, and market-adoption questions by identifying the riskiest assumption and returning a survive or kill verdict.

What is validation theatre and how do I prevent it when testing product intent?▼

Validation theatre occurs when testing lacks rigorous kill conditions; you prevent it by naming the single assumption most likely to sink the bet and predeclaring the result that would make you stop.

Related Skills

Explore More Product & Management Skills→
dformosodformoso

define

Guide product development defining phases by mapping assumptions and framing hypotheses.

Community
Advanced
pjcaupjcau
2

hardware-test-gen

Generate Unity test firmware for ESP32-S3 prototype hardware validation.

Community
Intermediate
bitwize-music-studiobitwize-music-studio
408

import-track

Move a track markdown file into its album tracks directory using Glob discovery.

Official
Intermediate
bcbeidelbcbeidel
1

reversibility

Classify decisions as one-way or two-way doors to calibrate analysis effort.

Community
Intermediate