v0.1.0 — Initial Public Research Release

v0.1.0 — Initial Public Research Release

Nurowerx Research Stack connects TRACE provenance, LOOP evaluation/correction, LENS visualization and FRAME research workspaces. This release contains the complete existing application, release fixes, NRS-Bench 1.0.0, three technical reports, original fixtures, actual screenshots and reproducibility instructions.

Local fresh-install validation passed 54 tests (35 backend, 12 visualization, 7 browser), reproduced the reference semantic digest and executed three seeds/18 controlled evaluations. Full-split results per seed were 10/60 for first-match, 60/60 for evidence-aware and 30/60 after reviewed prefer-latest. The affected case was 1/1, reported separately. The historical 31-test baseline is preserved independently. Exact commit, CI, scans and clone verification are indexed in docs/validation.

Fixes include atomic graph exchange, idempotent import, duplicate-judgment rejection, packaged migrations, allowed-host validation, missing-value/interval/gap rendering and an actual JSON report preview. Release artifacts include source, Python API wheel/sdist, dataset and research archives plus SHA256SUMS.txt. Use the source archive for the complete application; the wheel does not contain the compiled frontend.

These are deterministic synthetic software-validation results, not a real-model benchmark or human study. SQLite is the validated storage target; hard interruptions require manual investigation; shared access tokens are not per-user authorization. No independent-party reproduction, peer review or unissued DOI is claimed. Zenodo metadata is ready, but local browser automation failed before account access. Follow research/archive/README.md to finish archiving when access is available.

Software: MIT. Original datasets/papers: CC BY 4.0. Author: Spencer H. Walker, Nurowerx; ORCID 0009-0005-3574-1057. See CITATION.cff. Future work prioritizes independent replication, diverse external task families, authenticated review, interruption recovery and human-use evaluation.

Final publication verification

Release commit: b8d1cbd04b67fc11f612cb50d6b3deec1921e1d2. CI, Security, Windows/Linux/macOS reproduction and the gated release workflow all passed. Published source, dataset hashes and all original asset checksums were verified after download.

The additional nrs-validation-v0.1.0.zip preserves final CI artifacts, and final-verification.json records checks, exact commits and verified profile updates. SHA256SUMS.txt covers every downloadable software/data/research/validation asset and the verification JSON.

Read-only results demonstration · Technical papers · Installation. The organization and personal Research Stack profiles now link to this release. Company-site update copy is prepared but not deployed. DOI registration remains blocked by local browser automation initialization; separate metadata is ready and no DOI is claimed.