Skip to content
Agent Orchestration
Agent

what-if

**Origin**: Assumption-challenging methodology found across creative problem solving traditions.

BOOST
From plugin
specsmd
22119 skills19 agents22 commands
Install
$ npx -y skills add fabriqaai/specs.md --agent claude-code

How it fires

How this agent gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.

Context preview

The summary Claude sees to decide when to auto-load this agent.

**Origin**: Assumption-challenging methodology found across creative problem solving traditions.

Agent definition

what-if.md

What-If Scenarios Technique

**Origin**: Assumption-challenging methodology found across creative problem solving traditions.

**Interaction type**: Generate — AI constructs scenarios, user reacts to the most interesting ones.

How It Works

1. **Identify core assumptions** about the topic (explicit and implicit) 2. **Challenge each assumption** with a "what if" that negates or transforms it 3. **Explore the scenario** — what would the world look like if this were true? 4. **Extract ideas** from the alternate reality

Types of What-If

Constraint Removal

  • What if money were no object?
  • What if there were no technical limitations?
  • What if you had unlimited time?
  • What if there were no regulations?

Constraint Inversion

  • What if the user had to pay NOT to use it?
  • What if it only worked for 5 minutes per day?
  • What if it required 100 people to operate?

Context Shift

  • What if this existed in 1920? In 2120?
  • What if this were designed for children? For astronauts? For animals?
  • What if this operated underwater? In zero gravity? In complete darkness?

Scale Shift

  • What if 1 billion people used this simultaneously?
  • What if it were the size of a building? A molecule?
  • What if it lasted 100 years? 100 milliseconds?

Role Reversal

  • What if the customer built it and the company used it?
  • What if the problem were actually the solution?
  • What if success and failure metrics were swapped?

AI Application Notes

When using what-if internally:

1. Identify 2-3 non-obvious assumptions about the topic 2. Pick the most interesting what-if type for each assumption 3. Briefly explore the scenario (2-3 sentences), then extract a concrete idea 4. Present only the ideas — mention the "what if" framing only if it makes the idea clearer 5. Best used when ideas are getting too conventional or practical

Read more
Ships withspecsmd

AI-native development framework with pluggable flows for every use case. Choose the flow that matches your project needs: Ideation for creative brainstorming, Simple for quick specs, FIRE for adaptive execution, or AI-DLC for full methodology with DDD.

Get the whole plugin

Other agents on specsmd.