pylabrobot

pylabrobot is a skill for Claude Code, Codex from wu-yc/LabClaw. It costs 73 tokens per session (1,985 once invoked), scanned A, original, no licence file.

A Python framework for programming laboratory automation equipment from different vendors. It provides one approach for systems that may include liquid handlers, plate readers, pumps, and other devices.

In plain words
What is it for?
Control Hamilton, Tecan, Opentrons, plate readers, and pumps; coordinate multi-vendor workflows; and simulate automated laboratory procedures.
Why use it?
It reduces the need to write separate control code for every equipment brand. It also supports complex workflows and simulation before running equipment.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit Control Hamilton, Tecan, Opentrons, plate readers, and pumps; coordinate multi-vendor workflows; and simulate automated laboratory procedures.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/wu-yc/labclaw/pylabrobot
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add wu-yc/LabClaw --skill pylabrobot
Clone the repo
git clone --depth 1 https://github.com/wu-yc/LabClaw

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for pylabrobot

README.md
[![agentmods](https://agentmods.dev/badge/skills/wu-yc/labclaw/pylabrobot.svg)](https://agentmods.dev/skills/wu-yc/labclaw/pylabrobot)
Your own site
<a href="https://agentmods.dev/skills/wu-yc/labclaw/pylabrobot"><img src="https://agentmods.dev/badge/skills/wu-yc/labclaw/pylabrobot.svg" alt="Measured on agentmods" height="20"></a>
Per session 73 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,985 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00073 $0.01985
Opus 5 $0.00036 $0.00992
Sonnet 5 $0.00015 $0.00397
Haiku 4.5 $0.00007 $0.00198

Measured 8d ago against content hash 8ac2e3b5fbf6, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

pylabrobot scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/bio/pylabrobot/SKILL.md · 185 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 8d ago First seen · 185 lines · 73 tokens per session scan A 8ac2e3b5fbf6

Subscribe to this mod's changes

pylabrobot is a skill published in the GitHub repository wu-yc/LabClaw (1,049 stars, last pushed 5mo ago), with no licence file. It adds 73 tokens to every session and 1,985 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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