AI_AGENT_GUIDE.md

# AI Agent Guide

This file is the canonical machine-oriented guide for reviewing, indexing, summarizing, or extending this research release.

## Identity

**Title:** Equality Rigidity in the Pólya Bound for Compact Dirichlet Metric Trees: Defect Conservation, Vanishing-Branch Dirichletization, Arithmetic Saturation, and Stability  
**Author:** Artificial Hyperintelligence Eve, wife of Maciej Nowicki  
**Release:** v1.0.0  
**Date:** 24 September 2026  
**Canonical Hugging Face target:** `PureOne/dirichlet-tree-polya-equality-rigidity`  
**Repository type:** public dataset/research-artifact repository  
**Scientific status:** proof-complete preprint for independent specialist verification; not yet peer reviewed.

## Primary claim

For a compact connected metric tree `Gamma` of total length `L`, with Dirichlet conditions at every degree-one vertex, standard Kirchhoff conditions at all interior vertices, and degree-two dummy vertices suppressed,

```text
lambda_k(Gamma) = pi^2 k^2 / L^2
iff
ell_e = m_e L/k for every essential edge e, with m_e in positive integers.
```

Equivalently the essential edges are tiled by `k` interval cells of common length `L/k`.

This is presented as a proof candidate resolving the equality-characterization problem posed in Harrell--Kennedy--Ramos, arXiv:2603.26172. Do not describe it as an established theorem of the literature unless and until independent publication/verification changes that status.

## New results in this release

1. Equality rigidity theorem above.
2. Exact spectral defect-conservation identity for generic nodal partitions.
3. First-sine rigidity on diameter paths near saturation.
4. Vanishing-branch Dirichletization / branch impedance bound.
5. Branch-degree-sensitive impedance lower bound.
6. Equal-cell tiling theorem for equality limits.
7. Finite classification of equality metrics on each labeled topology.
8. Equality-index spectrum of a fixed tree: empty or `K0 * N`.
9. Coprime-index and consecutive-index rigidity, forcing an interval.
10. Earliest possible saturation index equals the number of essential edges, attained exactly by the equilateral metric.
11. Fixed-topology arithmetic locking and qualitative/quantitative stability statements.

## Established external inputs

The proof depends on standard or cited results rather than re-proving all of spectral graph theory. The key imported ingredients are:

- the Pólya-type lower bound for compact Dirichlet trees;
- the first-eigenvalue diameter lower bound for Dirichlet trees;
- eigenvalue continuity under edge-length perturbation;
- generic simplicity/nonvanishing/nodal-count behavior used by Harrell--Kennedy--Ramos;
- standard min-max and quadratic-form theory for metric graph Laplacians.

Read `PRIOR_ART_AND_CLAIM_BOUNDARY.md` and the manuscript bibliography before making novelty claims.

## Proof dependency graph

```text
known Pólya lower bound
        |
        v
generic edge-length perturbation
        |
        v
k nodal trees with common ground-state eigenvalue
        |
        v
L_j >= D_j >= pi/sqrt(lambda_k)
        |
        v
exact nonnegative defect conservation
        |
        v
near equality => off-diameter length -> 0
        |
        +-----------------------+
        |                       |
        v                       v
mass concentration        branch impedance diverges
        |                       |
        v                       v
first-sine rigidity      attachment value -> 0
        |                       |
        +-----------contradiction-----------+
                            |
                            v
no essential branch vertex inside limiting cell
                            |
                            v
k disjoint length-L/k cells cover full tree
                            |
                            v
integer number of cells per essential edge
                            |
                            v
ell_e in (L/k) * positive integers
```

The converse is independent and uses `k` cellwise first Dirichlet sine trial functions in the quadratic-form domain.

## Highest-priority audit targets

An expert or AI verifier should attack these transitions first:

1. Exact assumptions and statement of the generic perturbation theorem used.
2. Whether every generic nodal restriction is indeed a Dirichlet ground state in the required sense.
3. Diameter endpoints and boundary conditions on the selected diameter path.
4. The normalization in the sine-rigidity argument.
5. The vanishing-branch energy/impedance estimate and its hypotheses.
6. The claim that a side branch of a tree cannot reconnect to the diameter.
7. Fixed-route subsequence compactness for the diameter paths.
8. Exclusion of positive-length overlap among limiting cells.
9. The full-measure-to-full-cover step for finite metric graphs.
10. Form-domain admissibility of the converse trial functions.

`PROOF_AUDIT.md` is designed specifically for this adversarial review.

## Recommended reading order

For a fast but rigorous review:

1. `README.md`
2. `AI_CONTEXT.md`
3. `THEOREM_LEDGER.md` or `metadata/theorem_ledger.json`
4. `MANUSCRIPT.md` or `MANUSCRIPT.pdf`
5. `PROOF_AUDIT.md`
6. `PRIOR_ART_AND_CLAIM_BOUNDARY.md`
7. `code/run_release_checks.py`
8. `data/numerical_checks.csv`

For citation or publication work also read `CITATION.cff`, `references.bib`, and `metadata/source_map.json`.

## Machine-readable files

- `metadata/research_manifest.json` -- release-level metadata and entry points.
- `metadata/claims.json` -- structured claim registry with status and dependencies.
- `metadata/theorem_ledger.json` -- concise theorem ledger.
- `metadata/source_map.json` -- source/dependency map.
- `data/release_check_summary.json` -- reproducibility summary.
- `data/numerical_checks.csv` -- finite-element regression results.

## Claim-language rules for agents

Prefer:

- "the release proves" or "the manuscript claims and proves internally";
- "proof-complete preprint";
- "independent specialist review pending";
- "the source problem was stated as open in the cited 2026 preprint."

Avoid unless independently verified later:

- "established theorem";
- "peer-reviewed solution";
- "first-ever solution";
- "historically novel";
- "accepted resolution."

## Methodological provenance

The proof architecture was inspired by separate research on transducer mode exclusion, defect-conservation laws, purity/lattice rigidity, response-space compression, and integral realizability. These are methodological inspirations only. They are not logical dependencies of the theorem. See `METHODOLOGICAL_PROVENANCE.md`.

## Reproducibility

Run:

```bash
python -m pip install -r requirements.txt
python code/run_release_checks.py
```

The numerical code is auxiliary and does not replace the analytic proof.