bio-database-evidence SKILL.md skillA
bio-database-evidence from foryourhealth111-pixel/vibe-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add foryourhealth111-pixel/vibe-skills/bio-database-evidence@git:20260430.784fe8bPins git:20260430.784fe8b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- foryourhealth111-pixel/vibe-skills
- Path
bundled/skills/bio-database-evidence/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260430.784fe8b, committed Apr 30, 2026
- First version recorded
- Apr 30, 2026
- Size
- 3,091 bytes
- Repository stars
- 3,758
- License
- Apache-2.0
Unified biological database evidence owner. Use for gene annotation, variant clinical significance, cancer mutation evidence, GWAS trait associations, pathway mapping, target-disease evidence, protein structures, protein interaction networks, reference single-cell census queries, and cross-database biological ID mapping. Do not use for full single-cell analysis, bulk RNA-seq differential expression, BAM/VCF processing, protein embedding models, metabolic flux modeling, genomic interval ML, or…
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 Database Evidence ## Use This Skill For Use this skill when the main task is biological database lookup, annotation, or evidence gathering across one or more biological sources: - Gene annotation, identifiers, RefSeq, Ensembl IDs, orthologs, VEP, GO, and genomic coordinates. - Variant clinical significance, VUS interpretation support, ClinVar review status, cancer mutations, and COSMIC evidence. - GWAS Catalog trait associations, rs IDs, p-values, summary statistics, and genetic epidemiology evidence. - Pathway mapping, ID conversion, KEGG pathways, Reactome enrichment, disease pathways, and pathway evidence. - Target-disease association evidence, tractability, safety, known drugs, and Open Targets evidence. - Protein structure evidence from AlphaFold DB or RCSB PDB, including UniProt IDs, mmCIF/PDB downloads, pLDDT, PAE, and structure metadata. - Protein-protein interaction evidence, STRING networks, hub proteins, and enrichment evidence. - Reference single-cell data lookup from CELLxGENE Census when the user asks for census metadata or expression data, not full downstream analysis. - Cross-database biological ID mapping and evidence tables across multiple resources. …
Read the whole file at its exact version.
How to install
mdr add foryourhealth111-pixel/vibe-skills/bio-database-evidence@sha256:b7651c5be518f28bThe line at the top of this page pins the label git:20260430.784fe8b, 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_m4eoyeumej6554ha)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, all committed on Apr 30, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260430.784fe8b latest | 2026-04-30 | 784fe8b | 3,091 B | A | view · diff |
| git:20260430.be557fb | 2026-04-30 | be557fb | 3,125 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 (3091 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
foryourhealth111-pixel/vibe-skills · 3,758 stars · license Apache-2.0 · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_m4eoyeumej6554ha GET https://markdownregistry.com/api/v1/resolve?ref=foryourhealth111-pixel/vibe-skills/bio-database-evidence GET https://markdownregistry.com/api/v1/blob/b7651c5be518f28b3aecb5238daa2b76c3dd8885ebe50d734961d0982523c9bb
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.