Atlas / Skills / freedomintelligence / Usmle

UsmleSAFE

skills/freedomintelligence/usmle

The largest open-source medical AI skills library for OpenClaw🦞.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
1.0.1
Hosts
—
License
—
Stars
3,053
01

Overview

The largest open-source medical AI skills library for OpenClaw🦞.

Read from source at commit 29f31a89230cOBSERVED · 2026-10-08
02

What 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
03

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.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (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.

Audited 2026-10-08 · audit v0.4.1 · source sha 29f31a89230cfull audit observations/trust-audit/skill/freedomintelligence__usmle.json · Report an issue / request a re-scan
04

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-0829f31a89230cSAFEB89first audit
05

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.

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