pylabrobot SKILL.md skillA
pylabrobot from k-dense-ai/scientific-agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add k-dense-ai/scientific-agent-skills/pylabrobot@v1.5Pins v1.5 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- k-dense-ai/scientific-agent-skills
- Path
skills/pylabrobot/SKILL.md- Versions recorded
- 7
- Latest version
- v1.5, committed Oct 1, 2026
- First version recorded
- Jun 11, 2026
- Size
- 11,895 bytes
- Repository stars
- 53,159
- License
- MIT
Develops and reviews PyLabRobot lab-automation resources, liquid-handling plans, offline simulations, and supported-device integrations. Supports PyLabRobot protocols and API questions; keep physical execution behind an explicit operator safety gate.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# PyLabRobot Use PyLabRobot's hardware-agnostic frontends, resource tree, trackers, and device-specific backends to develop laboratory automation. Default to local manifest validation, bookkeeping, and the software-only chatterbox backend. ## Verified snapshot - PyPI stable: **`PyLabRobot==0.2.2`**, released **2026-07-30**. - Upstream requirement: **Python >=3.9**; runtime checks here used **Python 3.13**. - Hosted `/stable/` pages mix 0.2.1 API pages with development documentation. GitHub has no `v0.2.2` tag and its changelog has no 0.2.2 section. Use the released wheel/source distribution for the tested contract, not the URL label. - Released liquid-handler backends include `STARBackend`, `VantageBackend`, `EVOBackend`, `OpentronsOT2Backend`, and the software-only `LiquidHandlerChatterboxBackend`. - MicroSpin and `Plate.stacking_z_height` **are present in 0.2.2**, despite being listed under `Unreleased` in the current changelog. Newer development APIs, including the `track=` Hamilton deck keyword, are not this release. - See the [release and transport review](references/review.md) for source hashes, tested behavior, and the known OT-2 cancellation mismatch. …
Read the whole file at its exact version.
How to install
mdr add k-dense-ai/scientific-agent-skills/pylabrobot@sha256:b2aab8871006d84eThe line at the top of this page pins the label v1.5, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_7ievvo7razojtdmp)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Jun 11, 2026 and Oct 1, 2026, about one every 19 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.5 latest | 2026-10-01 | a92663a | 11,895 B | A | view · diff |
| v1.4 | 2026-09-30 | ce9e6e9 | 11,273 B | A | view · diff |
| v1.3 | 2026-09-02 | 1e5eeff | 10,715 B | A | view · diff |
| v1.2 | 2026-07-26 | 2f2022d | 9,757 B | A | view · diff |
| v1.1 | 2026-07-26 | b085e11 | 9,799 B | A | view · diff |
| v1.1 | 2026-07-23 | 70a0d59 | 9,815 B | A | view · diff |
| git:20260611.1b8fae3 | 2026-06-11 | 1b8fae3 | 8,214 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (11895 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
k-dense-ai/scientific-agent-skills · 53,159 stars · license MIT · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_7ievvo7razojtdmp GET https://markdownregistry.com/api/v1/resolve?ref=k-dense-ai/scientific-agent-skills/pylabrobot GET https://markdownregistry.com/api/v1/blob/b2aab8871006d84e53621fc0f4886d0fd0c671007d112569e444e0a56a564d76
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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