Decision · ladder-of-inference

Ladder of Inference

Separate facts, selected data, interpretation, assumptions, and action.

Best for

Misunderstandings, conflict, hiring judgment, and strategy calibration.

Can generate

Facts, interpretations, assumptions, alternatives, and validation questions.

Good input

Use the Ladder of Inference to check whether I am jumping to conclusions.

Demo Gallery

What this skill can generate

Each demo maps to a real paid deliverable: a Markdown report, Mermaid diagram, or PDF-ready file. Users can inspect examples before spending their 3 free generations.

Markdown report1 credits

Ladder of Inference roadmap decision report

Turn meeting notes, options, and constraints into a decision memo for the team.

Generate this format

Sample input

We need one Q3 priority: AI onboarding, enterprise permissions, or mobile performance. Sales wants permissions, growth wants onboarding, and engineering worries about performance debt. Use Ladder of Inference to recommend a path.

Generated output includes

  • Facts, interpretations, assumptions, alternatives, and validation questions.
  • Recommendation and counterarguments
  • Missing evidence checklist
  • Next actions for the coming week
Diagram + report2 credits

Ladder of Inference option comparison diagram

Generate a Mermaid diagram or matrix for PRDs, docs, and whiteboards.

Generate this format

Sample input

Options: build in-house, buy a SaaS service, or hire an agency. Constraints: ship in six weeks, limited budget, stable maintenance. Use Ladder of Inference to create a diagram.

Generated output includes

  • Mermaid diagram source
  • Tradeoff notes for each option
  • Marked high-risk assumptions
  • A conclusion paragraph for docs
PDF-ready file3 credits

Ladder of Inference executive PDF brief

Package a complex call into printable HTML that can be exported as PDF.

Generate this format

Sample input

We are considering reducing the free tier from 10 projects to 3. The goal is conversion lift, but we worry about churn and reputation. Use Ladder of Inference to generate a one-page PDF brief.

Generated output includes

  • PDF-ready HTML
  • One-page recommendation summary
  • Risk mitigations and watch metrics
  • Decision meeting agenda

Generate a file with this skill

Go back to the generator, paste meeting notes, requirements, customer feedback, or team context, and produce a deliverable.

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