assumption-risk-ledger

Prioritizes untested product assumptions by risk and confidence with validation recommendations.

Updated May 18, 2026

Search Tags:#product development #risk management #product planning #risk scoring #assumption validation

Ready to run

npx skills add https://github.com/danielpradilla/project-product-skills --skill assumption-risk-ledger

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: assumption-risk-ledger
Source: https://github.com/danielpradilla/project-product-skills/tree/main/skills/assumption-risk-ledger
Command: npx skills add https://github.com/danielpradilla/project-product-skills --skill assumption-risk-ledger

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill helps identify and prioritize untested assumptions in product plans, ensuring critical assumptions are validated before development begins.

Core Features & Use Cases

Assumption Mapping: Maps product assumptions by risk, confidence, evidence, and next validation step.
Risk Prioritization: Scores assumptions based on confidence and impact, providing a clear priority for validation.
Validation Recommendations: Outputs a ranked list with recommended validation methods to test assumptions.

Quick Start

Use the assumption-risk-ledger skill to create a risk ledger for your product plan by providing a brief and selecting the appropriate stage.

Frequently Asked Questions about assumption-risk-ledger

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

FAQPage Schema

How do I prioritize untested product assumptions before development begins?▼

Assumption prioritization scores untested product assumptions by risk and confidence, generating a ranked ledger that highlights critical areas needing validation before development begins.

What is an assumption risk ledger and when do I need it for product planning?▼

An assumption risk ledger maps product assumptions by confidence and impact, needed during pre-development product planning to manage risk and identify which untested hypotheses require validation first.

How do I validate product assumptions mapped by risk and confidence?▼

Validating product assumptions involves using a risk ledger that scores each hypothesis by impact and confidence, outputting a ranked list with specific recommended validation methods to test them.

Can I use risk scoring for untested assumptions in pre-development product planning?▼

Risk scoring applies directly to pre-development product planning by evaluating untested assumptions based on confidence and impact, providing clear prioritization and validation recommendations for decision-making.

What is the best way to map product assumptions by risk and evidence?▼

Mapping product assumptions by risk and evidence requires categorizing each hypothesis by confidence, impact, and next validation step, producing a structured ledger for risk management and decision-making.