multi-omics-integration

Q: What is a Claude Code skill and how does the multi-omics-integration skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. multi-omics-integration is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Content category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: Content · Sub-category: audio-podcast · Last updated: 2026-08-02

type:integration

Integrate multiple ENCODE data types (RNA-seq, ATAC-seq, Histone ChIP-seq, TF ChIP-seq) for a tissue/cell type to build a comprehensive regulatory landscape. Use when the user wants to answer "what are the enhancers, promoters, and regulatory elements active in my tissue, and which transcription factors control them?" by layering expression, chromatin accessibility, histone marks, and TF binding data. Follows the Mawla et al. 2023 framework for cross-assay integration of islet cell type-specific data. Handles chromatin state annotation (ChromHMM), enhancer-gene linkage, TF motif enrichment, and cell type-specific regulatory element identification. Use for ANY multi-omic analysis, enhancer discovery, regulatory network construction, or epigenomic characterization using ENCODE data.

Security AStatic scan found no risk patternsHow grading works ›

What this skill does

multi-omics-integration is a community-contributed Claude Code skill in the audio-podcast sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/multi-omics-integration-ammawla-encode-toolkit/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when the user wants to answer "what are the enhancers, promoters, and regulatory elements active in my tissue, and which transcription factors control them?" by layering expression, chromatin accessibility, histone marks, and TF binding data. Follows the Mawla et al.

Who uses this skill

The multi-omics-integration Claude Code skill is built for content creators, marketers, copywriters, SEO professionals, and editorial teams. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 174,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/multi-omics-integration-ammawla-encode-toolkit
curl -L https://claudskills.com/skills/multi-omics-integration-ammawla-encode-toolkit/SKILL.md \
  -o ~/.claude/skills/multi-omics-integration-ammawla-encode-toolkit/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/multi-omics-integration-ammawla-encode-toolkit/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/multi-omics-integration-ammawla-encode-toolkit/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\multi-omics-integration-ammawla-encode-toolkit\SKILL.md on Windows. See the full install guide for step-by-step instructions.

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the multi-omics-integration Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/multi-omics-integration-ammawla-encode-toolkit/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the multi-omics-integration skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the multi-omics-integration skill?

Use multi-omics-integration when your Claude Code task falls under the Content category — specifically in the audio podcast area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use multi-omics-integration" or describe the task and let Claude pick). Browse related skills at /category/content/.

What is a Claude Code skill and how does the multi-omics-integration skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. multi-omics-integration is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Content category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/majiayu000/claude-skill-registry/blob/HEAD/skills/ai-ml/multi-omics-integration-ammawla-encode-toolkit/SKILL.md
License: MIT
Author: majiayu000
Website: https://majiayu000.github.io/claude-skill-registry/

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

majiayu000. (2026). multi-omics-integration [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/multi-omics-integration-ammawla-encode-toolkit/

BibTeX

@misc{multi-omics-integration-ammawla-encode-toolkit-2026,
  author    = {majiayu000},
  title     = {multi-omics-integration [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/multi-omics-integration-ammawla-encode-toolkit/}
}

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Security scan

Grade A · scanned 2026-08-02 — free static scan against the OWASP Agentic Skills Top 10.

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

✓ Prompt injection
✓ Data exfiltration
✓ Supply chain
✓ Reverse shell
✓ Credentials
✓ Execution
✓ Filesystem
✓ Persistence
✓ Obfuscation
✓ Network

Show this grade on your repo (click to copy):

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/multi-omics-integration-ammawla-encode-toolkit/#security)