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Expert-Domain Assessment Prompt

A prompt template for assessing the Panta Rhei framework from the perspective of a particular scientific or philosophical discipline.

Expert-Domain Assessment

This prompt evaluates the Panta Rhei framework from the standpoint of a particular scientific or philosophical discipline. Use it when you want a specialist’s-eye-view dossier — for example, what a category theorist, particle physicist, or philosopher of mind would see when inspecting the public materials.

Choose a domain from the suggested list below (or specify your own), fill in the relevant Atlas lane URLs, and copy the completed prompt into any frontier AI model — Claude, GPT-4, Gemini, or equivalent.

Suggested Domains

The framework makes claims across several disciplines. The following domains are natural entry points for expert-domain assessment, listed with the most relevant Atlas lanes and books.

Domain Primary Atlas Lane Books
Pure mathematics Mathematics Layer I, II
Category theory / topos theory Mathematics Layer I, II, III
Particle physics Physics Layer IV
Cosmology Physics Layer V
Philosophy of science Framework Overview I–VII
Philosophy of mind Metaphysics Layer VII
Formal methods / theorem proving TauLib Overview I–VII

Additional domains that may be relevant: condensed matter physics, mathematical physics, algebraic geometry, biological systems theory, philosophy of mathematics, philosophy of biology, and scientific methodology.

The Prompt

Fill in the template variables marked with {{...}} below using the domain table above, then use the button to copy.

Full prompt — ready to paste into any frontier AI model 
You are assisting a domain specialist with a first-pass assessment of a public
research framework.

## Domain perspective
Review from the standpoint of: 
Examples:
- pure mathematics
- category theory / topos theory
- formal methods / theorem proving
- particle physics
- cosmology
- philosophy of science
- philosophy of mind
- metaphysics

## Materials
- Domain-relevant Atlas lane: 
- Relevant Guided Tour(s): 
- Relevant Lean companion(s): 
- TauLib repository: https://github.com/Panta-Rhei-Research/taulib
- Optional relevant public talks / notes: 

## Required task

Please answer:

### A. Domain fit
- Which parts of the framework most directly belong to this domain?
- Which parts should be ignored for this first-pass domain review?

### B. Domain seriousness
- Does the public material appear serious enough for a domain expert to inspect?
- Are the visible methods appropriate to the kinds of claims being made in this domain?
- What domain-specific evidence is present?
- What domain-specific evidence is missing?

### C. Domain novelty and overlap
- Which claims seem potentially novel in this domain?
- Which may risk rediscovery, relabeling, or overstatement?
- Which would require close prior-art comparison?

### D. Domain-specific attack surface
- What are the strongest domain-specific skeptical questions?
- What should a fair-minded expert test first?
- What visible weaknesses or gaps stand out from this domain's perspective?

### E. Domain-specific impact under three scenarios
1. If the domain-relevant claims hold
2. If some bridge claims fail but internal structure remains interesting
3. If the domain core fails but some methods / artifacts remain reusable

### F. Recommendation
Choose one:
- Ignore for now
- Worth limited specialist attention
- Worth serious domain review
- Worth urgent high-level domain attention

### G. Confidence typing
Use confidence labels for the quality of your assessment.

## Important rule
Do not pretend to have conclusively settled the domain questions.
Produce a serious first-pass domain dossier only.

Now produce the dossier.

Pre-Filled Examples

Below are two worked examples showing how to fill in the template variables for common domains.

Category theory

  • ``: category theory / topos theory
  • ``: https://panta-rhei.site/framework/mathematics/
  • ``: https://panta-rhei.site/publications/guided-tours/ (Books I, II, III)
  • ``: https://panta-rhei.site/verify/taulib/docs/ (Books I, II, III)
  • ``: https://panta-rhei.site/results/, https://panta-rhei.site/registry/

Particle physics

  • ``: particle physics
  • ``: https://panta-rhei.site/framework/physics/
  • ``: https://panta-rhei.site/publications/guided-tours/ (Book IV)
  • ``: https://panta-rhei.site/verify/taulib/docs/ (Book IV)
  • ``: https://panta-rhei.site/results/, https://panta-rhei.site/registry/

Cosmology

  • ``: cosmology
  • ``: https://panta-rhei.site/framework/physics/
  • ``: https://panta-rhei.site/publications/guided-tours/ (Book V)
  • ``: https://panta-rhei.site/verify/taulib/docs/ (Book V)
  • ``: https://panta-rhei.site/results/, https://panta-rhei.site/registry/

Philosophy of mind

  • ``: philosophy of mind
  • ``: https://panta-rhei.site/framework/metaphysics/
  • ``: https://panta-rhei.site/publications/guided-tours/ (Book VII)
  • ``: https://panta-rhei.site/verify/taulib/docs/ (Book VII)
  • ``: https://panta-rhei.site/results/

Philosophy of science

  • ``: philosophy of science
  • ``: https://panta-rhei.site/framework/about/
  • ``: https://panta-rhei.site/publications/guided-tours/ (all books)
  • ``: https://panta-rhei.site/verify/taulib/docs/
  • ``: https://panta-rhei.site/results/, https://panta-rhei.site/verify/

Formal methods

  • ``: formal methods / theorem proving
  • ``: https://panta-rhei.site/verify/taulib/
  • ``: https://panta-rhei.site/publications/guided-tours/ (all books)
  • ``: https://panta-rhei.site/verify/taulib/docs/
  • ``: https://github.com/Panta-Rhei-Research/taulib, https://panta-rhei.site/verify/taulib/architecture/

After Running the Prompt

Score the output using the Three-Gate Rubric. Domain-level dossiers naturally weight certain criteria more heavily — a category theory review will focus on Gate 1 (method visibility, claim typing) and Gate 2 (novelty signal, prior-art awareness), while a cosmology review will weight Gate 3 (impact magnitude, falsification readiness) more strongly. The rubric accommodates this by design: use the profile of scores, not the sum.