Bio Genome Assembly Assembly Qc
Evaluates genome assembly quality across the three orthogonal axes - contiguity (QUAST auN/NG50/NGx, not bare N50), completeness (BUSCO/compleasm gene-space plus Merqury k-mer completeness), and correctness (reference-free Merqury QV, Inspector/CRAQ structural errors, asmgene false-duplication/collapse). Covers why N50 is the most-gamed metric, why QV measured on the polishing reads is circular, distinguishing uncollapsed haplotigs from real WGD, and the EBP/VGP 6.C.Q40 standard. Use when judging whether an assembly is good enough to annotate or publish, comparing assemblers, diagnosing a fragmented or duplicated assembly, or assessing a phased diploid assembly.
What this skill does
Bio Genome Assembly Assembly Qc is a community-contributed Claude Code skill in the biology-medicine sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/bio-genome-assembly-assembly-qc/ and loads when your prompt matches the skill's trigger.
When to invoke it: Use when judging whether an assembly is good enough to annotate or publish, comparing assemblers, diagnosing a fragmented or duplicated assembly, or assessing a phased diploid assembly.
Who uses this skill
The Bio Genome Assembly Assembly Qc Claude Code skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 93,000+ 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/bio-genome-assembly-assembly-qc
curl -L https://claudskills.com/skills/bio-genome-assembly-assembly-qc/SKILL.md \
-o ~/.claude/skills/bio-genome-assembly-assembly-qc/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/bio-genome-assembly-assembly-qc/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/bio-genome-assembly-assembly-qc/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\bio-genome-assembly-assembly-qc\SKILL.md on Windows. See the full install guide for step-by-step instructions.
Telegram
📱 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.
Frequently asked questions
How do I install the Bio Genome Assembly Assembly Qc Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy
SKILL.md from the source repository to
~/.claude/skills/bio-genome-assembly-assembly-qc/SKILL.md and restart Claude Code. Both flows are detailed at
claudskills.com/install/.
What does the Bio Genome Assembly Assembly Qc skill do?
Evaluates genome assembly quality across the three orthogonal axes - contiguity (QUAST auN/NG50/NGx, not bare N50), completeness (BUSCO/compleasm gene-space plus Merqury k-mer completeness), and correctness (reference-free Merqury QV, Inspector/CRAQ structural errors, asmgene false-duplication/collapse). Covers why N50 is the most-gamed metric, why QV measured on the polishing reads is circular, distinguishing uncollapsed haplotigs from real WGD, and the EBP/VGP 6.C.Q40 standard. Use when judging whether an assembly is good enough to annotate or publish, comparing assemblers, diagnosing a fragmented or duplicated assembly, or assessing a phased diploid assembly.
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 Bio Genome Assembly Assembly Qc skill?
Use Bio Genome Assembly Assembly Qc when your Claude Code task falls under the Science & Research category — specifically in the biology medicine 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 Bio Genome Assembly Assembly Qc" or describe the task and let Claude pick). Browse related skills at
/category/science/.
What is a Claude Code skill and how does the Bio Genome Assembly Assembly Qc 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. Bio Genome Assembly Assembly Qc is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research category. Learn more at
/learn/what-is-a-claude-skill/.
Attribution & license
Cite this skill
If you reference this skill in a blog post, paper, or documentation, you can cite it as:
APA
bg-szy. (2026). Bio Genome Assembly Assembly Qc [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/bio-genome-assembly-assembly-qc/
BibTeX
@misc{bio-genome-assembly-assembly-qc-2026,
author = {bg-szy},
title = {Bio Genome Assembly Assembly Qc [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/bio-genome-assembly-assembly-qc/}
}
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