QLRO PROCUREMENT BUNDLE — AUDIT VERIFICATION INSTRUCTIONS
==========================================================

Record ID:     rec_QjLXL1GIXI
Created at:    2026-04-28T08:04:13.839580+00:00
Snapshot:      89cd842f231f78f7aeea693ce2755354b8b7e2bb
Snapshot DOI:  10.5281/zenodo.19731319
Qlro version:  0.6.0
Content hash:  4565f96d47e38bcc507c7e1e07d0de802b0265179a3c08abce781ff01e177a31

STEP 1 — Verify the content hash.
    Compute SHA-256 over the canonical-JSON form of record.json's
    'input' and 'output' fields. The result must equal the
    'content_hash' field above. Any mismatch indicates the
    record was altered after issuance.

STEP 2 — Reproduce the decision.
    Run reproduce.py inside a fresh Python 3.11+ environment with
    the qlro version listed above. The output must equal
    record.json's 'output' field byte-for-byte.

STEP 3 — Verify the snapshot.
    The Metriq commit identifier in metriq-snapshot.commit
    references unitaryfoundation/metriq-data on GitHub. The
    snapshot DOI (when present) resolves to a Zenodo record
    that pins the same commit.

STEP 4 — Verify the paper.
    The WCPP paper at https://doi.org/10.5281/zenodo.19785800
    documents the framework and validates it against vendor
    claims independently. The paper version pinned by this
    record is the version stamped inside record.json.

Contact: official@stockfolio.ai
