Agent skill

Bio Clinical Databases Myvariant Queries

by FreedomIntelligence in FreedomIntelligence/OpenClaw-Medical-Skills

Query myvariant.info API for aggregated variant annotations from multiple databases (ClinVar, gnomAD, dbSNP, COSMIC, etc.) in a single request.

No licenceAuto-check passedResearch & Science

Install Bio Clinical Databases Myvariant Queries

skills CLI
$ npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill bio-clinical-databases-myvariant-queries -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills bio-clinical-databases-myvariant-queries --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/bio-clinical-databases-myvariant-queries .claude/skills/bio-clinical-databases-myvariant-queries && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
bio-clinical-databases-myvariant-queries
GitHub stars
3.1k
Token cost
~1.3k tokens
SKILL.md length
336 words
Files
3
Skills in repo
279
Repo updated
First seen
Licence
None found

At a glance

Query myvariant.info API for aggregated variant annotations from multiple databases (ClinVar, gnomAD, dbSNP, COSMIC, etc.) in a single request.

  • Annotating variants with clinical and population data from multiple sources simultaneously
  • SKILL.md covers Version Compatibility, Required Imports, Initialize Client and Query Single Variant, plus 7 more sections
  • Runs Python scripts from its folder; calls pip

What it does

Bio Clinical Databases Myvariant Queries is an agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. Query myvariant.info API for aggregated variant annotations from multiple databases (ClinVar, gnomAD, dbSNP, COSMIC, etc.) in a single request. Use when annotating variants with clinical and population data from multiple sources simultaneously.

Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files (for example `examples/query_myvariant.py` and `usage-guide.md`).

It sits in Research & Science. The repository describes itself as: The largest open-source medical AI skills library for OpenClaw🦞.

When your agent uses it

  • Annotating variants with clinical and population data from multiple sources simultaneously

Example prompts

  • “/bio-clinical-databases-myvariant-queries”

Requirements

  • Python 3

What it can do on your machine

Read from SKILL.md and the folder at commit b1f9b6e. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships script files (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • pip

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use pip, which can reach the network depending on how they are called.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Bio Clinical Databases Myvariant Queries loads about 1.3k tokens when it runs. Until then it costs about 71 tokens; SKILL.md has 336 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~71
When it runs · the whole SKILL.md, loaded when a task matches
~1.3k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 336 words (~1,301 tokens).

“Reference examples tested with: SnpEff 5.2+, pandas 2.2+”

— opening of SKILL.md by FreedomIntelligence
name
bio-clinical-databases-myvariant-queries
tool_type
python
primary_tool
myvariant

Read the full SKILL.md on GitHub

Files

SKILL.md and 2 other files in skills/bio-clinical-databases-myvariant-queries of FreedomIntelligence/OpenClaw-Medical-Skills.

  • SKILL.md
  • examples/query_myvariant.py
  • usage-guide.md

Open the folder on GitHubat commit b1f9b6e

Compare with similar skills

Bio Clinical Databases Myvariant Queries next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Bio Clinical Databases Myvariant Queries compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Bio Clinical Databases Myvariant Queries this skillFreedomIntelligence/OpenClaw-Medical-Skills3.1k—~1.3kAutomated safety check: PassNone
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Neuropixels Data Analysisdavila7/claude-code-templates33k9 repos~2.8kAutomated safety check: PassMIT
High Stakes Analytics Decision Lablimingrui679-design/high-stakes-analytics-decision-lab1k—~2.2kAutomated safety check: PassMIT
Manuscript Statistics AuditYuan1z0825/nature-skills47k2 repos~2.1kAutomated safety check: PassApache-2.0
CHARLS Paper Reproduction Guidexjtulyc/MedgeClaw6171 repos~1.8kAutomated safety check: PassNone

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Questions about Bio Clinical Databases Myvariant Queries

What does Bio Clinical Databases Myvariant Queries do?

Query myvariant.info API for aggregated variant annotations from multiple databases (ClinVar, gnomAD, dbSNP, COSMIC, etc.) in a single request. Bio Clinical Databases Myvariant Queries is an agent skill from FreedomIntelligence/OpenClaw-Medical-Skills.) in a single request.

When should I use Bio Clinical Databases Myvariant Queries?

Bio Clinical Databases Myvariant Queries fits situations like: annotating variants with clinical and population data from multiple sources simultaneously.

How do I install Bio Clinical Databases Myvariant Queries in Claude Code?

Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill bio-clinical-databases-myvariant-queries -a claude-code`. Or copy the skill folder (skills/bio-clinical-databases-myvariant-queries in FreedomIntelligence/OpenClaw-Medical-Skills) into .claude/skills/bio-clinical-databases-myvariant-queries in your project. Claude Code loads it when a task matches its description.

How do I install Bio Clinical Databases Myvariant Queries in Codex?

Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill bio-clinical-databases-myvariant-queries -a codex`. Or copy the skill folder (skills/bio-clinical-databases-myvariant-queries in FreedomIntelligence/OpenClaw-Medical-Skills) into .agents/skills/bio-clinical-databases-myvariant-queries in your project. Codex loads it when a task matches its description.

Can I use Bio Clinical Databases Myvariant Queries in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill bio-clinical-databases-myvariant-queries -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/bio-clinical-databases-myvariant-queries, .gemini/skills/bio-clinical-databases-myvariant-queries, .github/skills/bio-clinical-databases-myvariant-queries and .opencode/skills/bio-clinical-databases-myvariant-queries in your project.

What does Bio Clinical Databases Myvariant Queries need to run?

Going by SKILL.md and its folder, Bio Clinical Databases Myvariant Queries needs Python for the scripts in its folder and the command-line tools its instructions call (pip). Our summary lists: Python 3.

Does Bio Clinical Databases Myvariant Queries access the network?

SKILL.md contains no URLs. Its commands use pip, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Bio Clinical Databases Myvariant Queries safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Bio Clinical Databases Myvariant Queries use?

No licence was found for Bio Clinical Databases Myvariant Queries or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Bio Clinical Databases Myvariant Queries use?

About 1.3k tokens (SKILL.md is roughly 5.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Bio Clinical Databases Myvariant Queries?

Skills that share tags, products or a category with Bio Clinical Databases Myvariant Queries: Nature-Style Scientific Figures (Yuan1z0825/nature-skills, 47k stars), Neuropixels Data Analysis (davila7/claude-code-templates, 33k stars), High Stakes Analytics Decision Lab (limingrui679-design/high-stakes-analytics-decision-lab, 1k stars) and Manuscript Statistics Audit (Yuan1z0825/nature-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Bio Clinical Databases Myvariant Queries?

FreedomIntelligence (a GitHub organization) maintains it in FreedomIntelligence/OpenClaw-Medical-Skills, which has 3,053 GitHub stars. The repository holds 279 skills in this directory. The repository was last updated on July 21, 2026.

Source: FreedomIntelligence/OpenClaw-Medical-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.