omero-integration SKILL.md skillA

omero-integration 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.

Install it, pinned
mdr add k-dense-ai/scientific-agent-skills/omero-integration@v1.6

Pins v1.6 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/omero-integration/SKILL.md
Versions recorded
7
Latest version
v1.6, committed Oct 1, 2026
First version recorded
Jun 11, 2026
Size
11,142 bytes
Repository stars
53,159
License
MIT

Inspects and automates microscopy data workflows against OMERO.server with omero-py, BlitzGateway, OMERO CLI, tables, annotations, ROIs, rendering, and documented OMERO.web APIs. Use this skill for scoped OMERO inventory, metadata export, import/export planning, or reviewed write workflows.

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

# OMERO Integration

Use current OME documentation and the smallest explicit data scope. OMERO data
may contain unpublished images, identifiers, annotations, original files, and
derived measurements.

## Verified Baseline

This skill was refreshed on **2026-09-30**:

- **OMERO.server 5.6.18** (May 2026) is the current documented stable server.
- It was tested by OME with **OMERO.py/omero-py 5.22.1** and
  **OMERO.web 5.31.0**.
- `omero-py==5.22.1` requires Python 3.10 or newer. The OMERO support matrix
  supports 3.10 and 3.11, recommends 3.12, and still labels 3.13/3.14
  “upcoming.”
- OMERO 5.6 uses **IcePy 3.6**, with 3.6.5 prebuilt client wheels documented
  for Python versions through 3.12.

**Latest client releases:** OMERO.py **5.23.0** (2026-07-30) and OMERO.web
**5.33.2** are newer than the server history’s tested pairing. The bundled
helpers were checked locally with OMERO.py 5.22.1 and 5.23.0, IcePy 3.6.5,
and Python 3.12; this did not connect to an OMERO server. Remote snippets in this skill
and its references are illustrative, verified against official docs/source,
and require adaptation to an authorized server and its object IDs.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add k-dense-ai/scientific-agent-skills/omero-integration@sha256:c75e73ba447bbf95

The line at the top of this page pins the label v1.6, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_qqb7dpru5acqp6nd.svg)](https://markdownregistry.com/a/art_qqb7dpru5acqp6nd)

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.

versioncommittedcommitsizeaudit
v1.6 latest2026-10-01 a92663a 11,142 BA view · diff
v1.52026-09-30 ce9e6e9 10,646 BA view · diff
v1.42026-09-02 1e5eeff 10,233 BA view · diff
v1.32026-07-26 2f2022d 9,275 BA view · diff
v1.22026-07-23 90e825e 9,275 BA view · diff
git:20260611.c1150bd2026-06-11 c1150bd 8,850 BA view · diff
git:20260611.fe3f7152026-06-11 fe3f715 8,425 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (11142 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

GitHub

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_qqb7dpru5acqp6nd
GET https://markdownregistry.com/api/v1/resolve?ref=k-dense-ai/scientific-agent-skills/omero-integration
GET https://markdownregistry.com/api/v1/blob/c75e73ba447bbf9530f6d3df4ba6224185f3c7728460b37938c8626dab664ad2

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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