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.
At a glance
| Publisher | K-Dense-AI |
|---|---|
| Repository | K-Dense-AI/claude-scientific-skills (177 listed skills) |
| Category | Science and Research |
| License | MIT |
| Last commit | October 12, 2026 (repository) |
| SKILL.md | 407 lines, 2,679 words |
| Bundled files | 6 files, including references, scripts, assets or templates |
| Quality score | 87/100 · B Passes all seven graded checks |
| Security scan | Not scanned |
| README badge | Get 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.
- Bundled scripts: 2 script files (2 Python). Your agent may run them, so read them first.
- Network: its scripts use an HTTP client or a cloud SDK.
- Tool permissions requested:
Write Bash(theallowed-toolsfield of SKILL.md). - License: MIT, an open-source or open-content license.
Install onekgpd
The skills CLI works with Claude Code, Codex, Cursor and other agents; the other routes copy the folder by hand.
npx skills add https://github.com/K-Dense-AI/claude-scientific-skills/tree/main/skills/onekgpd
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"
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
| Compatibility | Requires 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
- Scope
- When to Use
- Prerequisites
- Core Rules
- Coordinate Provenance (MANDATORY FIRST STEP)
- Command Selection Guide
- Cohort interpretation
- Annotation filters (shared across variant and sample selection/counting)
- Quick Start
- Commands
- Variant-returning commands
- Sample-returning commands
- Homozygous-reference commands
- Relatedness command
- Dataset metadata command
- Sample & population metadata (offline)
Files in the skill folder
SKILL.mdassets/kgpe.jsonreferences/annotation_vocabularies.mdreferences/onekgpd_commands.mdscripts/onekgpd_api.pyscripts/onekgpd_meta.py
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.
Download report · Request a fresh review
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
| Check | Result |
|---|---|
| Frontmatter parses and declares a name and a description | Pass |
| Name uses lowercase letters, digits and hyphens, 64 characters or fewer | Pass |
| Name matches the skill's folder name | Pass |
| Description is between 50 and 1,024 characters | Pass |
| Description says when an agent should use the skill | Pass |
| SKILL.md body is 500 lines or fewer | Pass |
| A license is declared in the frontmatter or the repository | Pass |
| Repository has a commit in the last 12 months | Pass |
| Score component | Points |
|---|---|
| Structural checks | 56 of 56 |
| Description length | 3 of 5 |
| Boundary clause | 0 of 4 |
| Example request | 0 of 3 |
| Instruction depth | 7 of 7 |
| Reference files | 3 of 3 |
| Bundled scripts | 2 of 2 |
| Recent maintenance | 9 of 9 |
| Curated-list citations | 3 of 7 |
| Tool permissions declared | 2 of 2 |
| Compatibility declared | 2 of 2 |
Two badges for onekgpd
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[](https://skills.suedeai.ai/directory/k-dense-ai/claude-scientific-skills/onekgpd/)
[](https://skills.suedeai.ai/directory/k-dense-ai/claude-scientific-skills/onekgpd/)<a href="https://skills.suedeai.ai/directory/k-dense-ai/claude-scientific-skills/onekgpd/"><img src="https://skills.suedeai.ai/directory/k-dense-ai/claude-scientific-skills/onekgpd/score.svg" alt="Suede Skill Check: 87/100" width="160" height="175"></a>
<a href="https://skills.suedeai.ai/directory/k-dense-ai/claude-scientific-skills/onekgpd/"><img src="https://skills.suedeai.ai/directory/k-dense-ai/claude-scientific-skills/onekgpd/badge.svg" alt="Suede Skill Check: Grade B" width="160" height="175"></a>Suede Certified on the shield refers to this published structural quality check. Security scan: not scanned. Read the methodology.
Limited-time feature offer: display either the numeric or letter badge in your repository or skill README (both also qualify), then request badge verification. Eligible skills scoring 80–99 can receive a featured placement after Suede verifies at least one valid badge linked to the skill’s listing. Suede has not announced an end date.
Where this skill is cited
K-Dense-AI/claude-scientific-skills appears in 2 curated lists: BehiSecc/awesome-claude-skills, travisvn/awesome-claude-skills.