oracle:challenge

Analyze project proposals and expose flawed assumptions through structured challenge workflows.

39|4|Updated Jan 11, 2026
One-click install
npx skills add https://github.com/martinffx/atelier --skill oracle-challenge
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: oracle:challenge
Source: https://github.com/martinffx/atelier/tree/main/skills/oracle%3Achallenge
Command: npx skills add https://github.com/martinffx/atelier --skill oracle-challenge

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps AI agents critically evaluate decisions by structuring a challenge workflow, surfacing hidden assumptions, and guiding sequential thinking to prevent automatic agreement.

Core Features & Use Cases

  • Structured Challenge Workflow: extract core doubts, set up a critical thinking framework, perform sequential analysis, and deliver a reasoned recommendation.
  • Versatile Use Cases: applicable to architecture decisions, design patterns, strategy discussions, and policy choices to surface gaps and risks.
  • Quick Scenario: before adopting a new approach, trigger a rigorous evaluation to reveal biases and ensure soundness.

Quick Start

Invoke the oracle:challenge prompt on the current proposal to trigger a rigorous critical evaluation.

Frequently Asked Questions about oracle:challenge

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

FAQPage Schema
How do I challenge assumptions in a project proposal before making major commitments?

To challenge assumptions in a project proposal, you need a structured critical thinking framework that extracts core doubts and performs sequential analysis to deliver reasoned recommendations. This prevents automatic agreement and exposes flawed logic before commitment.

What is the best way to evaluate architecture decisions and surface hidden risks?

Evaluating architecture decisions requires applying a structured challenge workflow that uses sequential thinking and evidence-based evaluation to surface hidden risks. This rigorous evaluation reveals biases and ensures the architectural approach is sound.

How do I stop AI from automatically agreeing with my strategic plan?

To stop AI from automatically agreeing with a strategic plan, trigger a structured challenge workflow that forces sequential analysis and critical thinking. This guides the AI to extract core doubts and deliver a reasoned evaluation instead of default agreement.

Can I use sequential thinking to analyze feature trade-offs in software engineering?

Yes, you can use sequential thinking to analyze feature trade-offs by applying a critical thinking framework to your decision. This process evaluates the evidence, surfaces gaps in the proposed features, and provides a reasoned recommendation for the trade-off.

When should I use a risk-assessment framework for policy decisions?

You should use a risk-assessment framework for policy decisions before major commitments are made. Applying structured critical thinking to policy choices exposes flawed assumptions and ensures the final decision is evidence-based and sound.

Does critical thinking analysis work for evaluating design patterns and strategy discussions?

Critical thinking analysis works effectively for evaluating design patterns and strategy discussions by structuring a challenge workflow. It extracts core doubts, applies sequential analysis to the proposed design, and delivers a reasoned recommendation on the strategy.