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CRM, ticketing, payroll, event, and mailing exports strip marks or normalize names inconsistently, creating disrespectful display errors and false deduplication.
Find diacritic loss, normalization drift, mixed scripts, and unsafe identity-record collisions without auto-merging people.
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Package requirements: SKILL.md-compatible agents that can run a local Python helper. Python 3.10 or newer on Windows, macOS, or Linux using only the standard library. One documented UTF-8 JSON evidence packet; no API key or provider account.
You get: result.json with PASS, REVIEW, BLOCK, or CANNOT_ASSESS report.md human-review handoff
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CRM, ticketing, payroll, event, and mailing exports strip marks or normalize names inconsistently, creating disrespectful display errors and false deduplication.
CRM, ticketing, payroll, event, and mailing exports strip marks or normalize names inconsistently, creating disrespectful display errors and false deduplication.
result.json with PASS, REVIEW, BLOCK, or CANNOT_ASSESS. report.md human-review handoff.
It does not decide a person's preferred name or identity.
No. It reads one local packet, writes one new local output directory, and makes no network request.
No. PASS only means no encoded rule fired in supplied normalized evidence.
The gate returns CANNOT_ASSESS or BLOCK; missing evidence never becomes a pass.
Yes. Findings are sorted and persisted outputs carry stable SHA-256 receipts.
No. It never publishes, contacts anyone, or adopts a founder, candidate, artist, or reviewer voice.
The listing includes the tested package, realistic samples, declared permissions, and known limitations.
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