western-blot-quantification SKILL.md skillA
western-blot-quantification from jaechang-hits/sciagent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jaechang-hits/sciagent-skills/western-blot-quantification@git:20260502.5e39ba9Pins git:20260502.5e39ba9 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jaechang-hits/sciagent-skills
- Path
skills/lab-automation/western-blot-quantification/SKILL.md- Versions recorded
- 4
- Latest version
- git:20260502.5e39ba9, committed May 2, 2026
- First version recorded
- Mar 30, 2026
- Size
- 20,819 bytes
- Repository stars
- 381
- License
- a license file GitHub does not identify
Protocols and best practices for western blot quantification and analysis including band detection, normalization, and statistical methods.
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
# Western Blot Quantification and Analysis --- ## Metadata **Short Description**: Comprehensive guide for quantifying and analyzing Western blot images with multiple experimental repetitions, including intensity measurement, normalization, statistical analysis, and visualization. **Authors**: Ohagent Team **Version**: 1.0 **Last Updated**: December 2025 **License**: CC BY 4.0 **Commercial Use**: ✅ Allowed --- ## Overview This guide provides a standardized workflow for analyzing Western blot images, particularly for experiments with multiple repetitions and conditions. The protocol covers band intensity detection, normalization procedures, statistical aggregation, and visualization best practices. ## Key Concepts ### Loading Control Normalization …
Read the whole file at its exact version.
How to install
mdr add jaechang-hits/sciagent-skills/western-blot-quantification@sha256:1a4d10472c088946The line at the top of this page pins the label git:20260502.5e39ba9, 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_nutjrggkisthvhcc)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Mar 30, 2026 and May 2, 2026, about one every 11 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260502.5e39ba9 latest | 2026-05-02 | 5e39ba9 | 20,819 B | A | view · diff |
| git:20260428.81ea2d2 | 2026-04-28 | 81ea2d2 | 21,961 B | A | view · diff |
| git:20260331.51dcb8c | 2026-03-31 | 51dcb8c | 22,077 B | A | view · diff |
| v1.0 | 2026-03-30 | b392569 | 10,404 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 (20819 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
jaechang-hits/sciagent-skills · 381 stars · license a license file GitHub does not identify · pushed 2026-10-16 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_nutjrggkisthvhcc GET https://markdownregistry.com/api/v1/resolve?ref=jaechang-hits/sciagent-skills/western-blot-quantification GET https://markdownregistry.com/api/v1/blob/1a4d10472c088946adf60a4946e0ab39939ea14113eb7c90ec745681c0e93760
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.