Real Skill packageSource verifiedGitHub repository

scrna-seq-qc

Process, quality-control, annotate, and visualize single-cell or single-nucleus RNA-seq datasets across tissues and species. Use when Codex needs to build, adapt, or review a general scRNA-seq QC pipeline; choose dataset-appropriate cell-level filters from QC distributions; run required scDblFinder-based doublet and ambient-RNA filtering; annotate cells with matched references or marker-based fallbacks; or generate global and per-group UMAP visualizations for large scRNA-seq datasets.

Identity and source

Publisher attributionOpenAIrepository owner unverified by skillvetai
Functional categoryAgent Engineering, Security & Governanceautomatically inferred · 61% rule confidence
Package forminstruction bundle3 recorded files
Canonical sourceGitHub repositorygithub:openai/plugins:plugins/ngs-analysis/skills/scrna-seq-qc
Open canonical source ↗

Platform declarations

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OpenAI Codexdeclared onlyProvenance: platform official

Independent structural checks

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Claude Codepasses structure
Checker 0.1.0 · agent-skills-2026-08-13+claude-code-docs-2026-08-13 · 8/29/2026.claude/skills/scrna-seq-qc

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenAI Codexpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+codex-docs-2026-08-13 · 8/29/2026.agents/skills/scrna-seq-qc

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenClawpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+openclaw-docs-2026-08-13 · 8/29/2026skills/scrna-seq-qc

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

Installation and inspection

This adapter did not publish an authoritative install command. Use the canonical source instructions and do not infer an installation path from the repository layout.

Security evidence

SkillVetAI static result: no findings detected

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Status
completed
Coverage
full text content
Files
3 / 3 inspected as text
Checked
8/29/2026, 7:04:56 AM
Scanner
0.1.3
Policy
1.0.3
1 inferred permission indicators
  • filesystem write — automatically inferred

Recorded files

The catalog stores hashes and an inventory summary for change detection. It does not republish the package contents.

Package content hashsha256:aa20a8b0c91ae4a2ff14ece02e7e7e26f6655997848d02671bf043d1e3530fa3
Show up to 3 recorded paths
  • SKILL.md
  • agents/openai.yaml
  • references/qc-annotation-umap-heuristics.md

Release security diff

lowCompared fixed releases git-6d99ee149c9f and git-1e285826e604; 0 finding and 0 permission indicators were added.

Both fixed releases were scanned under the current scanner and policy, so finding, permission and dependency changes are available.

Change reasons and limitations
  • release metadata changed

Observed release history

These older immutable releases were observed by prior successful syncs. They remain recorded when a newer release becomes current.

git-6d99ee149c9f8/27/2026sha256:aa20a8b0c91ae4a2ff14ece02e7e7e26f6655997848d02671bf043d1e3530fa3
git-33bd9529725f8/26/2026sha256:aa20a8b0c91ae4a2ff14ece02e7e7e26f6655997848d02671bf043d1e3530fa3