benchling-integration

benchling-integration is a skill for Claude Code, Codex from wu-yc/LabClaw. It costs 44 tokens per session (3,031 once invoked), scanned A, original, no licence file.

An API connection to Benchling, a platform for managing laboratory research data. It covers records such as DNA and proteins, inventory, electronic lab-notebook entries, and workflows.

In plain words
What is it for?
It is for reading and updating registry or inventory data, accessing lab-notebook entries and workflows, building Benchling Apps, and querying the Benchling Data Warehouse.
Why use it?
It helps automate laboratory data management and connect Benchling records with other software.

Skill for Claude CodeCodex

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.

agentmods
npx agentmods add skills/wu-yc/labclaw/benchling-integration
Any agent
npx skills add wu-yc/LabClaw --skill benchling-integration
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 benchling-integration

README.md
[![agentmods](https://agentmods.dev/badge/skills/wu-yc/labclaw/benchling-integration.svg)](https://agentmods.dev/skills/wu-yc/labclaw/benchling-integration)
Your own site
<a href="https://agentmods.dev/skills/wu-yc/labclaw/benchling-integration"><img src="https://agentmods.dev/badge/skills/wu-yc/labclaw/benchling-integration.svg" alt="Measured on agentmods" height="20"></a>
Per session 44 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,031 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00044 $0.03031
Opus 5 $0.00022 $0.01515
Sonnet 5 $0.00009 $0.00606
Haiku 4.5 $0.00004 $0.00303

Measured 6d ago against content hash f75d2fc4b520, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade A, and why

benchling-integration 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 6d 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/benchling-integration/SKILL.md · 480 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. 6d ago First seen · 480 lines · 44 tokens per session scan A f75d2fc4b520

Subscribe to this mod's changes

benchling-integration is a skill published in the GitHub repository wu-yc/LabClaw (1,048 stars, last pushed 5mo ago), with no licence file. It adds 44 tokens to every session and 3,031 once invoked, about $0.0002 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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