How does it handle assumption mapping?

The skill categorizes risks into desirability, viability, feasibility, and usability, then prioritizes them based on uncertainty and impact to generate an experiment plan.

Does this skill include specific tools?

Yes, it includes a CLI utility called assumption_mapper.py that processes CSV data to score risks and suggest specific test types for validation.

When is the best time to use this skill?

Use it during the early stages of a project or feature cycle to validate problem-solution fit before moving into the high-resource delivery phase.

What frameworks does this skill support?

It primarily supports Teresa Torres’ Opportunity Solution Trees and structured 10-day discovery sprint cycles for rapid evidence synthesis.

What is the Product Discovery skill?

It is a specialized capability for Claude Code that helps teams validate product ideas, map risks, and run discovery sprints to ensure they are building the right features.

Product Discovery Framework

Name: Product Discovery Framework
Author: zhangzhang-111-i

byzhangzhang-111-i

0•

生産性とワークフロー

Facilitates structured product discovery, assumption mapping, and evidence-based decision-making to de-risk development bets.

The Product Discovery skill empowers product teams and engineers to validate opportunities and de-risk features before committing significant engineering resources. By implementing industry-standard frameworks like Teresa Torres’ Opportunity Solution Trees and structured assumption mapping, it helps bridge the gap between business outcomes and technical execution. Whether you are running a 10-day discovery sprint, synthesizing user interview evidence, or prioritizing technical feasibility against market desirability, this skill ensures your development roadmap is grounded in user data rather than internal opinions.

主な機能

01Opportunity Solution Tree (OST) facilitation and structuring

02Guidance for problem and solution validation techniques

03CLI-based assumption scoring and experiment plan generation

040 GitHub stars

05Structured 10-day discovery sprint planning and workflows

06Automated risk-based assumption mapping and prioritization

ユースケース

01Mapping user pain points and evidence to specific strategic business outcomes.

02Planning and executing evidence-based discovery cycles to test problem-solution fit.

03Identifying and prioritizing high-risk technical and market assumptions before coding.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add zhangzhang-111-i/claude-skills111 product-discovery

For use in Claude.ai and ChatGPT

主な機能

01Opportunity Solution Tree (OST) facilitation and structuring

02Guidance for problem and solution validation techniques

03CLI-based assumption scoring and experiment plan generation

040 GitHub stars

05Structured 10-day discovery sprint planning and workflows

06Automated risk-based assumption mapping and prioritization

ユースケース

01Mapping user pain points and evidence to specific strategic business outcomes.

02Planning and executing evidence-based discovery cycles to test problem-solution fit.

03Identifying and prioritizing high-risk technical and market assumptions before coding.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add zhangzhang-111-i/claude-skills111 product-discovery

For use in Claude.ai and ChatGPT