Home / Skills / auditing-deid-leakage
auditing-deid-leakage
Adversarially scan already-de-identified clinical text for residual identifiers and emit a leakage report that blocks release on any hit. Use after OpenMed de-identification when the user asks to verify a redaction, prove no PHI/PII leaked, gate a dataset before sharing, or run a second-pass detector. Covers format and checksum detectors (SSN, Luhn for card numbers, MRN/account patterns, emails, phones, dates), entropy heuristics for high-randomness tokens, severity scoring, and a hard block-on-leak rule. This is the verification half of OpenMed's leakage-first ethos. Hand-off: re-run openmed.
Why this score
This repo hosts 10 skills, so its 5,697 stars are split between them (about 570 each) for scoring.
Popularity score: 77/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit 8440bdac5962, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneauditing-deid-leakage maziyarpanahi/openmed · Skill | 77 | ★ 5.7k | ≈156 always | 16d ago |
| data-leakage-detection Tencent/AI-Infra-Guard · Skill Both about leakage and pii | 78 | ★ 6.9k | ≈49 always | 16d ago |
| eval-leakage-audit AlexZio00/sovereign-skills · Skill Both about leakage and verification | 56 | ★ 141 | ≈120 always | 26d ago |
| auditing-endpoints PostHog/ai-plugin · Skill Both about auditing | 49 | ★ 93 | ≈28 always | 16d ago |
| auditing-seo appwrite/appwrite · Skill Both about auditing | 93 | ★ 58k | ≈56 always | 16d ago |