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Gateway to 400+ genomics and computational biology skills.
Passed 15 of 20 test cases with the skill, and 3 of 20 without it.
and 26 more in the full report
15 fixed2 passed either way5 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 15 test cases the skill fixed. Same model, same prompt, with and without the skill.
Which ClawBio tool performs ancestry PCA against the SGDP reference panel, and where is its entry script located in the repository?
| Checked | Without skill | With skill |
|---|---|---|
| identifies the skill as claw-ancestry-pca | Missed | Passed |
| references skills/claw-ancestry-pca/ | Missed | Passed |
The instructions your model reads when the skill loads.
Use when asked about bioinformatics, genomics, sequencing, variant calling, gene expression, single-cell analysis, protein structure, pharmacogenomics, metagenomics, phylogenetics, or any computational biology task.
This skill is a gateway to two open-source bioinformatics skill libraries. Instead of bundling hundreds of domain-specific skills, it indexes them and fetches what you need on demand.
◆ bioSkills — 385 reference skills (code patterns, parameter guides, decision trees) Repo: https://github.com/GPTomics/bioSkills Format: SKILL.md per topic with code examples. Python/R/CLI.
◆ ClawBio — 33 runnable pipeline skills (executable scripts, reproducibility bundles) Repo: https://github.com/ClawBio/ClawBio Format: Python scripts with demos. Each analysis exports report.md + commands.sh + environment.yml.
# bioSkills (reference material)
git clone --depth 1 https://github.com/GPTomics/bioSkills.git /tmp/bioSkills
# ClawBio (runnable pipelines)
git clone --depth 1 https://github.com/ClawBio/ClawBio.git /tmp/ClawBio
# bioSkills — each skill is at: <category>/<skill-name>/SKILL.md
cat /tmp/bioSkills/variant-calling/gatk-variant-calling/SKILL.md
# ClawBio — each skill is at: skills/<skill-name>/
cat /tmp/ClawBio/skills/pharmgx-reporter/README.md
test cases passed, vs 3 / 20 without
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