fable4sci

Transforms scientific research questions into plain and image-rich fables preserving reasoning structure.

59|6|Updated Jun 12, 2026
One-click install
npx skills add https://github.com/HughYau/fable4sci-skill --skill fable4sci-hughyau
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: fable4sci
Source: https://github.com/HughYau/fable4sci-skill
Command: npx skills add https://github.com/HughYau/fable4sci-skill --skill fable4sci-hughyau

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Dense scientific and technical content is hard to communicate to non-specialists without losing the underlying reasoning. This Skill converts research questions, methods, and results into fables that preserve the original problem's structure while removing jargon and domain-specific cues. ## Core Features & Use Cases - Plain Fable Generation: Produces a clear, direct fable that makes the core logic of a research problem understandable on first reading. - Image-Rich Fable Generation: Creates a second, more atmospheric and narrative version with recurring objects, rules, and roles for deeper engagement. - Fidelity Check: Verifies in plain language that the fables preserved the core structure, tensions, constraints, and conditions for confidence. - Use Case: A science communicator needs to explain a cybersecurity research finding to a general audience. Provide the research summary, and receive two fable versions set in a distant story world plus a fidelity check confirming the reasoning structure survived the translation. ## Quick Start Use the fable4sci skill to turn this research abstract about network intrusion detection into a plain fable and an image-rich fable for a general audience.

Frequently Asked Questions about fable4sci

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

FAQPage Schema
How do I turn a research paper into a fable or allegory?▼

Provide the research question, method, or result to the skill, and it extracts the structural elements such as entities, relations, and constraints, then rebuilds them in a distant story world. You receive a plain fable, an image-rich fable, and a fidelity check by default.

What is the difference between the plain fable and image-rich fable outputs?▼

The plain fable is a clear, direct version designed for first-reading comprehension. The image-rich fable adds atmosphere, recurring objects, and narrative depth while remaining understandable to careful non-specialists.

Does the fable preserve the original scientific reasoning?▼

Yes, the skill first builds a structural brief covering relations, constraints, evidence, uncertainty, and failure modes before writing. A fidelity check section then confirms the core structure, tensions, and constraints were preserved.

Can I get a mapping between fable elements and scientific terms?▼

A source-term mapping table is not included by default and the mapping is kept private. If you explicitly request it, the skill provides the mapping in a separate author-only section, never mixed into the fable itself.

When should I not use fable-based science explanation?▼

Avoid it when the audience needs precise technical detail, formulas, or citations, since the skill deliberately removes all source-domain vocabulary. It suits communication and conceptual exploration, not technical documentation or peer review.