/clarify

Decompose ambiguous user inputs into atomic propositions and actionable directives.

72|11|Updated Apr 6, 2026
One-click install
npx skills add https://github.com/riiiku/clarify-skill --skill clarify-riiiku
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: /clarify
Source: https://github.com/riiiku/clarify-skill/tree/main
Command: npx skills add https://github.com/riiiku/clarify-skill --skill clarify-riiiku

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill addresses the cognitive friction of unclear thinking by applying philosophical frameworks to decompose complex, ambiguous thoughts into actionable instructions or clear personal decisions.

Core Features & Use Cases

  • Prompt Mode: Decomposes vague requests into structured, high-precision prompts for AI, ensuring better output quality and reduced token waste.
  • Decision Mode: Uses Socratic questioning and Polanyi’s tacit knowledge extraction to help you navigate personal dilemmas, professional choices, or internal conflicts without the AI imposing its own bias.
  • Use Case: If you have a vague idea for a project but don't know how to start, use this skill to break your goal into atomic propositions and actionable steps.

Quick Start

Use the clarify skill to help me think through my current project idea and turn it into a clear plan.

Frequently Asked Questions about /clarify

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

FAQPage Schema
How do I turn vague ideas into precise decisions and actionable steps?

To turn vague ideas into precise decisions, you decompose ambiguous inputs into atomic propositions using philosophical frameworks. This multi-layered diagnostic process extracts tacit knowledge and structures final outputs into actionable directives.

What is the best way to write high-precision prompts for AI from unclear requests?

The best way to write high-precision prompts is to decompose vague requests into structured instructions. This reduces token waste and ensures better output quality by resolving linguistic ambiguities before execution.

Can I use Socratic questioning to navigate complex personal dilemmas without AI bias?

Yes, you can use Socratic questioning and Polanyi’s tacit knowledge extraction to navigate personal dilemmas. This facilitates reflective decision-making for complex choices without the AI imposing its own bias.

How does philosophical decomposition improve critical thinking and problem-solving?

Philosophical decomposition improves critical thinking by identifying linguistic ambiguity and extracting tacit knowledge. Applying Wittgensteinian and Socratic frameworks breaks down complex thoughts into atomic propositions for clearer problem-solving.

When do I need to decompose ambiguous inputs into atomic propositions?

You need to decompose ambiguous inputs into atomic propositions when facing cognitive friction from unclear thinking. This process is necessary for structuring complex project ideas into clear plans and actionable steps.