PN — Open-science stance

Open-science stance: all artifacts (code, prompts, datasets, analysis notebooks) are released open-source under MIT, with a public repository, fewer than 10 commands for full reproduction, an immutable reproducibility-anchor tag, and a published navigable knowledge vault.

Source: PUMA project documentation · Traceability: corpus unit MEM-068 · Confidence: verified-at-primary-source