bio-logic SKILL.md skillA
bio-logic from fmschulz/omics-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add fmschulz/omics-skills/bio-logic@git:20261001.bf5afd6Pins git:20261001.bf5afd6 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- fmschulz/omics-skills
- Path
skills/bio-logic/SKILL.md- Versions recorded
- 6
- Latest version
- git:20261001.bf5afd6, committed Oct 1, 2026
- First version recorded
- Apr 18, 2026
- Size
- 9,981 bytes
- Repository stars
- 11
- License
- MIT
Assess a scientific claim, study design, or interpretation against its evidence. Use when testing causal reasoning, finding bias, weighing alternative explanations, or revising hypotheses.
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
# Bio-Logic: Scientific Reasoning Evaluation Use structured frameworks to evaluate scientific claims, methodology, and evidence strength. ## Instructions 1. Identify the task (claim assessment, paper critique, study design review, project interpretation, or hypothesis revision). 2. For project work, maintain a hypothesis register with at least 5 distinct active hypotheses until the project is no longer exploratory. 3. After each major intermediate result, reflect on what changed, revise hypothesis status, and identify the next discriminating check. 4. When findings need context, pair this reasoning with a literature-search skill such as `/polars-dovmed`, then revise hypotheses against the literature. 5. Select the study-type profile before applying a checklist. Do not grade a computational benchmark, phylogenetic analysis, or evolutionary inference as if it were an intervention trial. 6. Structure output using the provided format. ### Study-Type Profiles | Profile | Main evidence checks | Rating language | |---|---|---| | Intervention | allocation, controls, adherence, attrition, estimand, harms | GRADE when the review question and evidence synthesis support it | …
Read the whole file at its exact version.
How to install
mdr add fmschulz/omics-skills/bio-logic@sha256:e93067015278b4e2The line at the top of this page pins the label git:20261001.bf5afd6, 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_dwsb25yuvakjetaa)
6 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Apr 18, 2026 and Oct 1, 2026, about one every 33 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261001.bf5afd6 latest | 2026-10-01 | bf5afd6 | 9,981 B | A | view · diff |
| git:20260905.3e49039 | 2026-09-05 | 3e49039 | 9,889 B | A | view · diff |
| git:20260712.3675171 | 2026-07-12 | 3675171 | 9,575 B | A | view · diff |
| git:20260711.5ae6f6f | 2026-07-11 | 5ae6f6f | 8,083 B | A | view · diff |
| git:20260513.65886eb | 2026-05-13 | 65886eb | 7,974 B | A | view · diff |
| git:20260418.53f3a01 | 2026-04-18 | 53f3a01 | 4,790 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 (9981 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
fmschulz/omics-skills · 11 stars · license MIT · pushed 2026-10-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_dwsb25yuvakjetaa GET https://markdownregistry.com/api/v1/resolve?ref=fmschulz/omics-skills/bio-logic GET https://markdownregistry.com/api/v1/blob/e93067015278b4e2d555e9f88ebdf020760ab82ca45e5ce429f52b045078ea55
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.