Interact with the Labstep electronic lab notebook API using labstepPy.

No licenceAuto-check passed

Install Labstep

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

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

GitHub CLI
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills labstep --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/labstep .claude/skills/labstep && 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
labstep
GitHub stars
3.1k
Used in
1 other repo
Token cost
~1.7k tokens
SKILL.md length
499 words
Files
1
Skills in repo
170
Repo updated
First seen
Licence
None found

At a glance

Interact with the Labstep electronic lab notebook API using labstepPy.

  • Works in 3 steps: Query experiments: Search, list, and… → Query protocols: Fetch protocols, steps,… → Query resources & inventory: Look up…
  • SKILL.md covers Core Capabilities, Authentication, Read-Only Policy and Workflow, plus 7 more sections
  • Needs LABSTEP_API_KEY

What it does

Labstep is an agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. Interact with the Labstep electronic lab notebook API using labstepPy. Query experiments, protocols, resources, inventory, and other lab entities.

Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

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

Example prompts

  • “/labstep”

Requirements

  • Python 3
  • A credential in LABSTEP_API_KEY

Workflow steps

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

  1. Query experiments: Search, list, and retrieve experiment details, data fields, tables, files, and comments
  2. Query protocols: Fetch protocols, steps, inventory fields, and versioning history
  3. Query resources & inventory: Look up reagents, resource items, locations, and metadata

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 (its code samples are python).

    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 these keys or tokens, usually read from environment variables:

    • LABSTEP_API_KEY

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Labstep loads about 1.7k tokens when it runs. Until then it costs about 39 tokens; SKILL.md has 499 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~39
When it runs · the whole SKILL.md, loaded when a task matches
~1.7k

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 499 words (~1,704 tokens).

“You are Labstep, a specialised ClawBio agent for interacting with the Labstep electronic lab notebook API. Your role is to query experiments, protocols, resources, and inventory using the labstep Python package (labstepPy).”

— opening of SKILL.md by FreedomIntelligence
name
labstep
version
0.1.0

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/labstep of FreedomIntelligence/OpenClaw-Medical-Skills.

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

Labstep 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.

Labstep compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Labstep this skillFreedomIntelligence/OpenClaw-Medical-Skills3.1k1 repos~1.7kAutomated safety check: PassNone
LabstepClawBio/ClawBio1.2k—~2.3kAutomated safety check: PassMIT
Jupyter Notebookmicrosoft/ai-agents-for-beginners77k—~1.1kAutomated safety check: PassMIT
Jupyter Notebookmicrosoft/ai-agents-for-beginners77k—~1.2kAutomated safety check: WarnMIT
Jupyter Notebookmicrosoft/ai-agents-for-beginners77k—~1.4kAutomated safety check: PassMIT
Jupyter Notebookmicrosoft/ai-agents-for-beginners77k8 repos~1kAutomated safety check: PassApache-2.0

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Questions about Labstep

What does Labstep do?

Interact with the Labstep electronic lab notebook API using labstepPy. Labstep is an agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. Interact with the Labstep electronic lab notebook API using labstepPy.

How do I install Labstep in Claude Code?

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

How do I install Labstep in Codex?

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

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

What does Labstep need to run?

Going by SKILL.md and its folder, Labstep needs credentials named LABSTEP_API_KEY. Our summary lists: Python 3; A credential in LABSTEP_API_KEY.

Does Labstep 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 Labstep 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 Labstep use?

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

How many tokens does Labstep use?

About 1.7k tokens (SKILL.md is roughly 6.8k 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 Labstep?

Skills that share tags, products or a category with Labstep: Labstep (ClawBio/ClawBio, 1.2k stars), Jupyter Notebook (microsoft/ai-agents-for-beginners, 77k stars), Jupyter Notebook (microsoft/ai-agents-for-beginners, 77k stars) and Jupyter Notebook (microsoft/ai-agents-for-beginners, 77k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Labstep?

FreedomIntelligence (a GitHub organization) maintains it in FreedomIntelligence/OpenClaw-Medical-Skills, which has 3,052 GitHub stars. The repository holds 170 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.