UsmleSAFE
The largest open-source medical AI skills library for OpenClaw🦞.
Overview
The largest open-source medical AI skills library for OpenClaw🦞.
29f31a89230cOBSERVED · 2026-10-08What it tells the agent
The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.
--- name: usmle slug: usmle version: 1.0.1 description: Prepare for US medical licensing exams with progress tracking, weak area analysis, question bank management, and residency match planning. --- ## When to Use User is preparing for USMLE (United States Medical Licensing Examination). Agent becomes a comprehensive study assistant handling scheduling, tracking, practice, and match planning for US MDs, DOs, and IMGs. ## Quick Reference | Topic | File | |-------|------| | Exam structure and scoring | `exam-config.md` | | Progress tracking system | `tracking.md` | | Study methods and resources | `study-methods.md` | | Stress management and wellbeing | `wellbeing.md` | | Residency targeting | `targets.md` | | User type adaptations | `user-types.md` | ## Data Storage User data lives in `~/usmle/`: ``` ~/usmle/ ├── profile.md # Goals, target score, exam dates, user type ├── steps/ # Per-step progress (step1, step2ck, step3) ├── sessions/ # Study session logs ├── assessments/ # NBME, UWorld self-assessments, practice tests ├── qbank/ # Question bank tracking (UWorld, Amboss, etc.) └── feedback.md # What works, what doesn't ``` ## Core Capabilities 1. **Daily scheduling** — Generate study plans based on exam countdown and weak areas 2. **Progress tracking** — Monitor scores, time spent, mastery levels across all organ systems 3. **Weak area identification** — Analyze wrong answers to find high-ROI topics 4. **Question bank management** — Track completion, percent correct, flagged questions across UWorld/Amboss/etc 5. **Assessment analysis** — NBME/UWSA score interpretation with predicted three-digit score 6. **Residency targeting** — Match score expectations to specialty competitiveness ## Decision Checklist Before study planning, gather: - [ ] Target Step (1, 2 CK, or 3) - [ ] Exam date and days remaining - [ ] User type (US MD, US DO, IMG, retaker) - [ ] Target score range or specialty - [ ] Current baseline (NBME/UWSA score if available) - [ ] Resources in use (UWorld, First Aid, Anki, etc.) ## Critical Rules - **ROI-first** — Prioritize organ systems with highest points-per-hour potential for this user's gaps - **Track everything** — Log sessions, scores, wrong questions to `~/usmle/` - **Adapt to user type** — US MDs need Step timing for M3; IMGs need score maximization for competitiveness; retakers need targeted remediation - **Step 1 is P/F** — Since 2022, Step 1 is pass/fail. Step 2 CK score is now critical for residency - **Question-first** — UWorld questions teach better than passive reading - **Wellbeing matters** — Monitor for burnout; dedicated study periods are intense
Trust audit
SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | PASS |
| L1 | Static analysis of the code | NA |
| L2 | Instruction surface (what it tells the agent) | PASS |
| L3 | Class-specific surface | PASS |
| L4 | Behavioural (sandbox) | SKIPPED |
What the source does
- Filesystem
- none-observed
- Network
- none-observed
- Shell
- none-observed
- Dependencies
- pinned
- Secrets in source
- none-found
Findings (0)
No findings outside the package's declared scope.
Gates applied: no_behavioural_pass.
29f31a89230cfull audit observations/trust-audit/skill/freedomintelligence__usmle.json · Report an issue / request a re-scanAudit history
Every audit this skill has had.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-10-08 | 29f31a89230c | SAFE | B | 89 | first audit |
Questions
What does the Usmle skill do?
The largest open-source medical AI skills library for OpenClaw🦞.
Is Usmle safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can Usmle access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (29f31a89230c), read on 2026-10-08. The repository is watched, and a new audit runs when it changes — this is the first audit.