Query-Conditioned Closure-Field Writing

This repository is the reproducibility artifact for the paper Query-Conditioned Closure-Field Writing Under a Single-Read Constraint.

The paper should be read as a mechanism analysis, not as a new general-purpose memory architecture. The diagnostic interface asks a query-conditioned writer to emit a dense transient field M_q, which is read exactly once by q^T M_q. The controls separate endpoint prediction from field writing, closure construction, closure reading, and wrong-key rejection.

Repository Contents

• configs/: public JSONL manifests for reproducible experiment campaigns.
• paper_suite/: manifest runner, aggregation helpers, and table utilities.
• tools/: table generator for release evidence.
• tests/: unit tests for generators, manifests, and diagnostic components.
• artifacts/release_manifest.json: release asset contract and checksums.

The manuscript PDF, manuscript source, response documents, and local reports are not part of this public repository.

Completed run directories are not stored in git. They are distributed as versioned GitHub Release assets; the corresponding source release is archived through Zenodo.

Quickstart

python -m pip install -r requirements.txt
python -m pytest

Run a small CPU smoke check:

python paper_suite/run_manifest.py --manifest configs/core_diagnostics_smoke_manifest.jsonl --out-root runs_smoke_core --device cpu --workers 1 --resume

Regenerate evidence tables after extracting the evidence archive into the repository root:

python tools/make_diagnostic_tables.py `
  --runs-root runs_core_diagnostics `
  --baseline-controls-runs-root runs_baseline_controls `
  --extended-runs-root runs_extended_diagnostics `
  --l1-runs-root runs_l1_isolation `
  --pipeline-repair-runs-root runs_pipeline_repair `
  --out-dir generated_tables

Public Repository and DOI

Canonical artifact repository:

https://github.com/NotXf1le/query-conditioned-closure-field

The citable artifact is the Zenodo archive of the versioned GitHub Release. Version DOI: https://doi.org/10.5281/zenodo.20639318

Concept DOI: https://doi.org/10.5281/zenodo.20279221

Release assets listed in artifacts/release_manifest.json:

• query-conditioned-closure-field-evidence.zip
• SHA256SUMS.txt