Patiently AI simplifies medical documents for patients. An agent skill from FreedomIntelligence/OpenClaw-Medical-Skills.

No licenceAuto-check passed

Install Patiently AI

skills CLI
$ npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill patiently-ai -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills patiently-ai --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/patiently-ai .claude/skills/patiently-ai && rm -rf skills-src

Use ~/.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/

Facts

Skill name
patiently-ai
GitHub stars
3.1k
Used in
1 other repo
Token cost
~986 tokens
SKILL.md length
487 words
Files
2
Skills in repo
279
Repo updated
First seen
Licence
None found

At a glance

Patiently AI simplifies medical documents for patients. An agent skill from FreedomIntelligence/OpenClaw-Medical-Skills.

  • Works in 10 steps: Reflect what the document says. Do not… → Do not add medical judgement, diagnoses,… → Do not infer details that are not… → …
  • SKILL.md covers Accepted Input, Core Rules, Personalisation and Output Structure, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Patiently AI is an agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. Patiently AI simplifies medical documents for patients. Takes doctor's letters, test results, prescriptions, discharge summaries, and clinical notes and explains them in clear, personalised language. Built by PharmaTools.AI.

Its SKILL.md is about 990 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `_meta.json`).

The repository describes itself as: The largest open-source medical AI skills library for OpenClaw🦞.

Example prompts

  • “/patiently-ai”

Workflow steps

10 steps, taken from the first numbered list in SKILL.md.

  1. Reflect what the document says. Do not interpret it.
  2. Do not add medical judgement, diagnoses, risk assessment, or advice.
  3. Do not infer details that are not explicitly stated.
  4. If something is unclear, say it is unclear.
  5. Preserve uncertainty rather than resolving it.
  6. Use cautious, neutral phrasing.
  7. Do not introduce causal reasoning.
  8. Do not assess, exclude, prioritise, or down-rank possible causes.
  9. Do not describe attempted explanations or hypotheses as evidence.
  10. Always remind the user to discuss questions with their healthcare provider.

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

    Links to these hosts (documentation or services it may open):

    • pharmatools.ai

    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

Patiently AI loads about 986 tokens when it runs. Until then it costs about 59 tokens; SKILL.md has 487 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~59
When it runs · the whole SKILL.md, loaded when a task matches
~986

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 487 words (~986 tokens).

“Patiently AI simplifies medical documents for patients. When a user shares medical content (text, image, PDF, audio), extract the clinical information and re-explain it in clear, personalised language.”

— opening of SKILL.md by FreedomIntelligence
name
patiently-ai

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file in skills/patiently-ai of FreedomIntelligence/OpenClaw-Medical-Skills.

  • SKILL.md
  • _meta.json

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

Patiently AI 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.

Patiently AI compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Patiently AI this skillFreedomIntelligence/OpenClaw-Medical-Skills3.1k1 repos~986Automated safety check: PassNone
Patient Consent Simplifieraipoch/medical-research-skills1.9k—~1.8kAutomated safety check: PassMIT
Simplifyasgeirtj/system_prompts_leaks69k—~759Automated safety check: PassCC0-1.0
Simplifycodewhale-hq/Codewhale41k—~155Automated safety check: PassMIT
Doctorsuperset-sh/superset15k—~434Automated safety check: PassCustom licence
Simplified Englishpaperclipai/paperclip99k—~392Automated safety check: PassMIT

Similar skills

  • Patient Consent Simplifier

    aipoch/medical-research-skills

    Simplifies informed consent documents into patient-friendly language while maintaining regulatory compliance.

    1.9k GitHub stars~1.8k tokensUpdated 23 days ago
    Legal & ComplianceAuto-check passed
  • Simplify

    asgeirtj/system_prompts_leaks

    Review the changed code for reuse, simplification, efficiency, and altitude cleanups, then apply the fixes.

    69k GitHub stars~759 tokensUpdated today
    DevelopmentAuto-check passed
  • Simplify

    codewhale-hq/Codewhale

    Improve clarity and reduce needless complexity after behavior is understood; preserve behavior and keep cleanup separate from correctness fixes.

    41k GitHub stars~155 tokensUpdated today
    Auto-check passed
  • Doctor

    superset-sh/superset

    Diagnose and fix Superset problems such as connection failures, offline hosts, terminals not attaching, auth or update issues.

    15k GitHub stars~434 tokensUpdated today
    Auto-check passed
  • Simplified English

    paperclipai/paperclip

    Write user-facing comments, plans, and documents in ASD-STE100 Simplified Technical English — short, unambiguous sentences with approved words and one meaning each — so readers understand them the…

    99k GitHub stars~392 tokensUpdated today
    Auto-check passed
  • Simplify Code

    NousResearch/hermes-agent

    Parallel 4-agent cleanup of recent code changes. An agent skill from NousResearch/hermes-agent.

    252k GitHub stars~3.7k tokensUpdated today
    DevelopmentAuto-check passed

More from FreedomIntelligence/OpenClaw-Medical-Skills

All 279 skills in this repo
  • Single Cell Rna Qc

    FreedomIntelligence/OpenClaw-Medical-Skills

    Performs quality control on single-cell RNA-seq data (.h5ad or .h5 files) using scverse best practices with MAD-based filtering and comprehensive visualizations.

    3.1k GitHub starsUsed in 2 repos~2k tokens
    Auto-check passed
  • Differentiation Schemes

    FreedomIntelligence/OpenClaw-Medical-Skills

    Select and apply numerical differentiation schemes for PDE/ODE discretization.

    3.1k GitHub starsUsed in 1 repo~1.4k tokens
    Auto-check: notes
  • Fhir Developer Skill

    FreedomIntelligence/OpenClaw-Medical-Skills

    FHIR API development guide for building healthcare endpoints.

    3.1k GitHub starsUsed in 1 repo~2.5k tokens
    Auto-check passed
  • Linear Solvers

    FreedomIntelligence/OpenClaw-Medical-Skills

    Select and configure linear solvers for systems Ax=b in dense and sparse problems.

    3.1k GitHub starsUsed in 1 repo~1.5k tokens
    Auto-check: notes
  • Medical Research Toolkit

    FreedomIntelligence/OpenClaw-Medical-Skills

    Query 14+ biomedical databases for drug repurposing, target discovery, clinical trials, and literature research.

    3.1k GitHub starsUsed in 1 repo~2.4k tokens
    Auto-check passed
  • Mesh Generation

    FreedomIntelligence/OpenClaw-Medical-Skills

    Plan and evaluate mesh generation for numerical simulations.

    3.1k GitHub starsUsed in 1 repo~1.1k tokens
    Auto-check: notes

Questions about Patiently AI

What does Patiently AI do?

Patiently AI simplifies medical documents for patients. An agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. Patiently AI is an agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. Patiently AI simplifies medical documents for patients.

How do I install Patiently AI in Claude Code?

Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill patiently-ai -a claude-code`. Or copy the skill folder (skills/patiently-ai in FreedomIntelligence/OpenClaw-Medical-Skills) into .claude/skills/patiently-ai in your project. Claude Code loads it when a task matches its description.

How do I install Patiently AI in Codex?

Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill patiently-ai -a codex`. Or copy the skill folder (skills/patiently-ai in FreedomIntelligence/OpenClaw-Medical-Skills) into .agents/skills/patiently-ai in your project. Codex loads it when a task matches its description.

Can I use Patiently AI 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 patiently-ai -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/patiently-ai, .gemini/skills/patiently-ai, .github/skills/patiently-ai and .opencode/skills/patiently-ai in your project.

What does Patiently AI need to run?

SKILL.md names no scripts, command-line tools or credentials: Patiently AI is instructions for the agent only.

Does Patiently AI access the network?

SKILL.md names 1 domain. As links in the text: pharmatools.ai. This is read from the text; nothing was executed.

Is Patiently AI 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 Patiently AI use?

No licence was found for Patiently AI or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Patiently AI use?

About 986 tokens (SKILL.md is roughly 3.9k 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 Patiently AI?

Skills that share tags, products or a category with Patiently AI: Patient Consent Simplifier (aipoch/medical-research-skills, 1.9k stars), Simplify (asgeirtj/system_prompts_leaks, 69k stars), Simplify (codewhale-hq/Codewhale, 41k stars) and Doctor (superset-sh/superset, 15k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Patiently AI?

FreedomIntelligence (a GitHub organization) maintains it in FreedomIntelligence/OpenClaw-Medical-Skills, which has 3,053 GitHub stars. The repository holds 279 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.