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Explainability

ASecurity

Renamed to /model-assessment in v6 (removed in v7).

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  • Added September 3, 2026
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A100/100

Pro scans all 11 files and shows the line behind each finding

Scanned October 1, 2026

npx -y skills add Aperivue/medsci-skills --skill explainability --agent claude-code

Installs into .claude/skills of the current project.

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SKILL.md
---
name: explainability
description: Renamed to /model-assessment in v6 (removed in v7).
disable-model-invocation: true
---

`/explainability` was renamed to `/model-assessment` in v6.0; this redirect is removed in v7.
Run `/model-assessment` now, passing the same arguments the user gave `/explainability`.
Start at `/model-assessment` Part D, Phases 12–13 (saliency sanity checks, localisation, attribution framing).

Files in this skill

  • SKILL.md6.3 KB
  • references/explainability_guide.md4.1 KB
  • scripts/check_explainability_report.py10.6 KB
  • scripts/check_explainability_report_challenge/expected/strong.txt391 B
  • scripts/check_explainability_report_challenge/expected/weak.txt876 B
  • scripts/check_explainability_report_challenge/fixture/report_strong.json238 B
  • scripts/check_explainability_report_challenge/fixture/report_weak.json163 B
  • scripts/check_explainability_report_challenge/problem.md805 B
  • scripts/check_explainability_report_challenge/verify.sh2 KB
  • skill.yml3.5 KB
  • tests/test_explainability_report.sh4 KB

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