Agent skill · Science · K-Dense-AI

onekgpd agent skill by K-Dense-AI

Queries the 1000 Genomes Project dataset to find which individuals carry specific variants, return variants with allele frequencies, and check relatedness between individuals.

View on GitHub Read SKILL.md

At a glance

PublisherK-Dense-AI
RepositoryK-Dense-AI/claude-scientific-skills (177 listed skills)
CategoryScience and Research
LicenseMIT
Last commitOctober 12, 2026 (repository)
SKILL.md407 lines, 2,679 words
Bundled files6 files, including references, scripts, assets or templates
Quality score87/100 · B Passes all seven graded checks
Security scanNot scanned
README badgeGet the badges for this listing

Before you install

Read from the skill's files at the directory's October 19, 2026 snapshot: what ships with it, what its code reads, and the terms it is published under.

Install onekgpd

The skills CLI works with Claude Code, Codex, Cursor and other agents; the other routes copy the folder by hand.

Skills CLI
npx skills add https://github.com/K-Dense-AI/claude-scientific-skills/tree/main/skills/onekgpd
Claude Code, project-level copy
tmp="$(mktemp -d)"
git clone --depth 1 https://github.com/K-Dense-AI/claude-scientific-skills.git "$tmp/repo"
mkdir -p .claude/skills
cp -R "$tmp/repo/"skills/onekgpd .claude/skills/
rm -rf "$tmp"
Codex installer
python3 ~/.codex/skills/.system/skill-installer/scripts/install-skill-from-github.py \
    --repo K-Dense-AI/claude-scientific-skills \
    --path skills/onekgpd

K-Dense-AI/claude-scientific-skills is third-party code. Read SKILL.md and any bundled scripts before you install it.

How the author describes it

Queries the 1000 Genomes Project dataset (3,202 whole-genome-sequenced individuals, GRCh38) at the level of individual participants. Use when a question is about individuals or variants in the 1000 Genomes Project cohort: which individuals carry variants matching specific criteria in a gene or region, which individuals are homozygous-reference at a position, which variants exist in the dataset or carried by specified individuals in a gene or region, the relatedness between two specified individuals. Variants are returned with 1000 Genomes allele frequencies (AF), gnomAD v4.1 exome and genome AF, AlphaMissense score, and HGVSp annotations.

From the description field of SKILL.md. Agents read this line to decide when to load the skill.

Compatibility, from SKILL.md

CompatibilityRequires Python >=3.11. Variant and sample queries require outbound network access to the public 1000 Genomes query endpoint over TLS; the sample/population metadata commands run fully offline over…

Sections in SKILL.md

Files in the skill folder

Suede Skill Check: 87/100 · B

Report snapshot · · graded-v2

The rubric totals 100 points; published scores are capped at 99. Security scan: not scanned.

Source revision: a1043ef544e3. Report version 41b13b6a94cf. Badge URLs follow the latest listing; save the report to keep this version.

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What to review next

  • Boundary clause: 0 of 4 points. 4 when the description says when not to use the skill (“Not for …”, “Do not use …”, “Use … instead”).
  • Example request: 0 of 3 points. 3 when the description quotes an example request (3–60 characters in quotation marks).
  • Description length: 3 of 5 points. 5 for 150–600 characters; 3 for 100–900; 1 for 50–1,024.

Add declarations and bundled files when they describe the skill’s actual needs. Update the source, then request a fresh review with the changed commit or PR.

onekgpd passes the required frontmatter check and all seven graded checks, which cover the SKILL.md format, a declared license and a commit in the last year. Those checks earn 56 of the score’s points; the rest come from description quality, instruction depth, bundled files, maintenance and curated-list citations. How the score works.

See the checks and points
CheckResult
Frontmatter parses and declares a name and a descriptionPass
Name uses lowercase letters, digits and hyphens, 64 characters or fewerPass
Name matches the skill's folder namePass
Description is between 50 and 1,024 charactersPass
Description says when an agent should use the skillPass
SKILL.md body is 500 lines or fewerPass
A license is declared in the frontmatter or the repositoryPass
Repository has a commit in the last 12 monthsPass
Score componentPoints
Structural checks56 of 56
Description length3 of 5
Boundary clause0 of 4
Example request0 of 3
Instruction depth7 of 7
Reference files3 of 3
Bundled scripts2 of 2
Recent maintenance9 of 9
Curated-list citations3 of 7
Tool permissions declared2 of 2
Compatibility declared2 of 2

Two badges for onekgpd

Suede Skill Check: 87/100Suede Skill Check: Grade B

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Where this skill is cited

K-Dense-AI/claude-scientific-skills appears in 2 curated lists: BehiSecc/awesome-claude-skills, travisvn/awesome-claude-skills.

All science and research skills

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