# Oracle Challenge

> Challenge an approach with critical thinking. Use when questioning assumptions, validating decisions, testing approach validity, or preventing automatic agreement.

- **Type:** Skill
- **Install:** `agentstack add skill-martinffx-atelier-oracle-challenge`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [martinffx](https://agentstack.voostack.com/s/martinffx)
- **Installs:** 0
- **Category:** [AI & ML](https://agentstack.voostack.com/c/ai-and-ml)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [martinffx](https://github.com/martinffx)
- **Source:** https://github.com/martinffx/atelier/tree/main/skills/oracle-challenge
- **Website:** https://github.com/martinffx/atelier

## Install

```sh
agentstack add skill-martinffx-atelier-oracle-challenge
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# Challenge: Critical Thinking Prompt

## Step 1: Parse Challenge Request

@agent-oracle

Analyze the challenge request: $ARGUMENTS

**Challenge Extraction:**
- **Core concern**: Extract the main doubt or question
- **Target approach**: Identify what is being challenged
- **Context**: Relevant background from current session
- **Specific aspects**: Particular elements to question

**Challenge Summary:**
You're challenging: [identified approach]
Because: [extracted concern]
In context of: [session context]

## Step 2: Set Up Critical Thinking Framework

**What to Question:**
- **Underlying assumptions**: What beliefs support this approach?
- **Evidence base**: What data or experience validates it?
- **Context fit**: How well does it work in your specific situation?
- **Alternatives considered**: What other options were explored?
- **Risk factors**: What could go wrong with this approach?

**Critical Thinking Prompts:**
- Is this approach solving the right problem?
- Are the underlying assumptions still valid?
- What evidence contradicts this direction?
- How does this fit with your constraints and goals?
- What are the opportunity costs?

## Step 3: Sequential Thinking Analysis

@agent-oracle

Use sequential thinking (mcp__sequential-thinking__sequentialthinking) to analyze this challenge:

**Thought 1**: Question the fundamental assumptions
**Thought 2**: Examine contradictory evidence
**Thought 3**: Explore alternative approaches
**Thought 4**: Assess context-specific fit
**Thought 5**: Evaluate risks and trade-offs
**Thought 6**: Synthesize findings into recommendation

Build systematically through evidence, alternatives, and risks.
Continue until you reach a clear conclusion.

## Step 4: Critical Evaluation Output

**Self-Critique Questions:**
- Does the analysis address the user's specific context?
- Are the recommendations practical and implementable?
- Have we considered the most important constraints?
- Are there any blind spots or missing perspectives?

**Final Synthesis:**
- **Assumption validity**: Are the underlying assumptions sound?
- **Evidence assessment**: Does evidence support or contradict?
- **Alternative recommendation**: If current approach is problematic, what instead?
- **Risk mitigation**: How to address identified concerns?

---

## Usage Examples

**Challenge Technical Decisions:**
```
/atelier-challenge "Do we really need a microservices architecture for this simple app?"
```

**Challenge Implementation Approach:**
```
/atelier-challenge "I think this caching strategy will actually slow things down"
```

**Challenge Requirements:**
```
/atelier-challenge "Are we solving the right problem with this feature?"
```

**Challenge Architectural Patterns:**
```
/atelier-challenge "Should we really use event sourcing for this use case?"
```

## When to Use Challenge

**Before Major Decisions:**
- Architecture choices
- Technology stack decisions
- Design pattern selection
- Implementation approach

**When Something Feels Off:**
- "This seems overly complex"
- "I'm not sure this solves the real problem"
- "This approach feels wrong"
- "Are we over-engineering this?"

**To Prevent Automatic Agreement:**
- When you want genuine critical evaluation
- When you need to challenge conventional wisdom
- When you want to test your own assumptions

## Challenge vs ThinkDeep

**Use /atelier-challenge**: Question assumptions, test validity, assess risks, prevent automatic agreement
**Use /atelier-thinkdeep**: Deep exploration, comprehensive analysis, alternative discovery, complex decisions

**Key distinction**: Challenge = critical evaluation, ThinkDeep = deep exploration

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [martinffx](https://github.com/martinffx)
- **Source:** [martinffx/atelier](https://github.com/martinffx/atelier)
- **License:** MIT
- **Homepage:** https://github.com/martinffx/atelier

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-martinffx-atelier-oracle-challenge
- Seller: https://agentstack.voostack.com/s/martinffx
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.