DeepTutor CLI
HKUDS/DeepTutor
Teaches the agent to set up and run DeepTutor from the command line: chat and capabilities, knowledge bases, partners, memory, sessions, notebooks and the server or Web app.
Prepare for US medical licensing exams with progress tracking, weak area analysis, question bank management, and residency match planning.
Install Usmle
$ npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill usmle -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills usmle --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/usmle .claude/skills/usmle && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "usmle" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/usmle into .claude/skills/usmle/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "usmle", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/usmleType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill usmle -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills usmle --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/usmle .agents/skills/usmle && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "usmle" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/usmle into .agents/skills/usmle/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "usmle", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill usmle -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills usmle --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/usmle .cursor/skills/usmle && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "usmle" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/usmle into .cursor/skills/usmle/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "usmle", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills.git --path skills/usmle--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill usmle -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills usmle --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/usmle .gemini/skills/usmle && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "usmle" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/usmle into .gemini/skills/usmle/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "usmle", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills usmleInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill usmle -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/usmle .github/skills/usmle && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "usmle" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/usmle into .github/skills/usmle/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "usmle", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill usmle -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills usmle --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/usmle .opencode/skills/usmle && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "usmle" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/usmle into .opencode/skills/usmle/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "usmle", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
usmle- GitHub stars
- 3.1k
- Used in
- 1 other repo
- Token cost
- ~670 tokens
- SKILL.md length
- 265 words
- Files
- 8
- Skills in repo
- 173
- Repo updated
- First seen
- Licence
- None found
At a glance
Prepare for US medical licensing exams with progress tracking, weak area analysis, question bank management, and residency match planning.
- Works in 6 steps: Daily scheduling — Generate study plans… → Progress tracking — Monitor scores, time… → Weak area identification — Analyze wrong… → …
- Tasks that involve Quizzes and assessments
- SKILL.md covers When to Use, Quick Reference, Data Storage and Core Capabilities, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Usmle is an agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. Prepare for US medical licensing exams with progress tracking, weak area analysis, question bank management, and residency match planning.
Its SKILL.md is about 670 tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files (for example `_meta.json`, `exam-config.md` and `study-methods.md`).
It sits in Education, covering Quizzes and assessments. The repository describes itself as: The largest open-source medical AI skills library for OpenClaw🦞.
When your agent uses it
- Tasks that involve Quizzes and assessments
Example prompts
- “/usmle”
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Daily scheduling — Generate study plans based on exam countdown and weak areas
- Progress tracking — Monitor scores, time spent, mastery levels across all organ systems
- Weak area identification — Analyze wrong answers to find high-ROI topics
- Question bank management — Track completion, percent correct, flagged questions across UWorld/Amboss/etc
- Assessment analysis — NBME/UWSA score interpretation with predicted three-digit score
- Residency targeting — Match score expectations to specialty competitiveness
What it can do on your machine
Read from SKILL.md and the folder at commit b1f9b6e. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Usmle loads about 670 tokens when it runs. Until then it costs about 36 tokens; SKILL.md has 265 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 265 words (~670 tokens).
“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.”
- name
- usmle
- slug
- usmle
- version
- 1.0.1
Files
SKILL.md and 7 other files in skills/usmle of FreedomIntelligence/OpenClaw-Medical-Skills.
- SKILL.md
- _meta.json
- exam-config.md
- study-methods.md
- targets.md
- tracking.md
- user-types.md
- wellbeing.md
Open the folder on GitHubat commit b1f9b6e
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in FreedomIntelligence/OpenClaw-Medical-Skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Usmle next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Usmle this skillFreedomIntelligence/OpenClaw-Medical-Skills | 3.1k | 1 repos | ~670 | Automated safety check: Pass | None | |
| DeepTutor CLIHKUDS/DeepTutor | 41k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| AI Engineering Placement Quizrohitg00/ai-engineering-from-scratch | 65k | — | ~2k | Automated safety check: Pass | MIT | |
| Codebase to Coursezarazhangrui/codebase-to-course | 5.7k | — | ~4.4k | Automated safety check: Pass | None | |
| AI Engineering Phase Quizrohitg00/ai-engineering-from-scratch | 65k | — | ~2.1k | Automated safety check: Pass | MIT | |
| Scholar EvaluationK-Dense-AI/claude-scientific-writer | 2.4k | 2 repos | ~2.9k | Automated safety check: Notes | MIT |
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Related
Categories
Questions about Usmle
What does Usmle do?
Prepare for US medical licensing exams with progress tracking, weak area analysis, question bank management, and residency match planning. Usmle is an agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. Prepare for US medical licensing exams with progress tracking, weak area analysis, question bank management, and residency match planning.
When should I use Usmle?
Usmle fits situations like: tasks that involve Quizzes and assessments.
How do I install Usmle in Claude Code?
Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill usmle -a claude-code`. Or copy the skill folder (skills/usmle in FreedomIntelligence/OpenClaw-Medical-Skills) into .claude/skills/usmle in your project. Claude Code loads it when a task matches its description.
How do I install Usmle in Codex?
Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill usmle -a codex`. Or copy the skill folder (skills/usmle in FreedomIntelligence/OpenClaw-Medical-Skills) into .agents/skills/usmle in your project. Codex loads it when a task matches its description.
Can I use Usmle in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill usmle -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/usmle, .gemini/skills/usmle, .github/skills/usmle and .opencode/skills/usmle in your project.
What does Usmle need to run?
SKILL.md names no scripts, command-line tools or credentials: Usmle is instructions for the agent only.
Does Usmle access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Usmle safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Usmle use?
No licence was found for Usmle or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Usmle use?
About 670 tokens (SKILL.md is roughly 2.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Usmle?
Skills that share tags, products or a category with Usmle: DeepTutor CLI (HKUDS/DeepTutor, 41k stars), AI Engineering Placement Quiz (rohitg00/ai-engineering-from-scratch, 65k stars), Codebase to Course (zarazhangrui/codebase-to-course, 5.7k stars) and AI Engineering Phase Quiz (rohitg00/ai-engineering-from-scratch, 65k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Usmle?
FreedomIntelligence (a GitHub organization) maintains it in FreedomIntelligence/OpenClaw-Medical-Skills, which has 3,051 GitHub stars. The repository holds 173 skills in this directory. The repository was last updated on July 21, 2026.
Source: FreedomIntelligence/OpenClaw-Medical-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.