pku-embl/metagenomics-skills/biobakery-databases
Claude Code and agent skill by pku-embl/metagenomics-skills
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Checking that the SKILL.md file is still in the repository.
Install and pin bioBakery reference databases for MetaPhlAn and HUMAnN (ChocoPhlAn markers, UniRef gene families, MetaCyc pathways, utility mapping). Use this skill when: (1) Downloading MetaPhlAn/HUMAnN databases, (2) Choosing UniRef90 vs UniRef50, (3) Aligning MetaPhlAn and HUMAnN DB versions, (4) Troubleshooting missing index paths. For Kraken indexes use kraken2. For eggNOG/CARD/GTDB use those skills.
Install
npx vskill@latest install pku-embl/metagenomics-skills/biobakery-databasesSKILL.md
bioBakery databases (MetaPhlAn / HUMAnN)
Upstream: MetaPhlAn · HUMAnN · bioBakery: https://huttenhower.sph.harvard.edu/biobakery/
Analytical thinking
MetaPhlAn and HUMAnN results are database-version-dominated. Changing ChocoPhlAn or UniRef releases can move species/pathway tables more than tweaking CLI flags.
Keep MetaPhlAn marker DB and HUMAnN nucleotide/protein DBs compatible for the same study when you report both taxonomy and pathways. Record: software version + DB names + install paths + download date.
UniRef90 vs UniRef50 is a sensitivity/specificity and disk trade-off — state it explicitly; do not silently switch mid-cohort.
Prerequisites
| DB | Used by | Notes | |
|---|---|---|---|
| MetaPhlAn / ChocoPhlAn markers | metaphlan | Species-level marker genes | |
| HUMAnN ChocoPhlAn | humann | Nucleotide mapping | |
| UniRef90 or UniRef50 | humann | Translated search / gene families | |
| Utility mapping + MetaCyc | humann | Pathway aggregation |
Disk: tens to hundreds of GB depending on UniRef choice.
How to install (HUMAnN helpers)
Run large downloads only after checking free space, network policy, and bundle names against the installed helper.
These are HUMAnN 3 helper interfaces; capture humann_databases --help, package version, downloaded bundle names and checksums before configuring paths.
How to install (MetaPhlAn)
Confirm the DB build string printed in MetaPhlAn logs and archive it.
Decision tree
Verify, recovery, and provenance
Inspect helper logs, expected index shards, bundle/readme metadata, configured paths, and a small tool-provided test before cohort use. Interrupted downloads must be resumed only through supported helpers or moved aside; never combine unknown partial bundles. Record software/helper versions, exact bundle/index names, UniRef level, URLs, download date, file manifest/checksums, configuration, and storage path. A database install is not validated merely because files exist.
Related skills
public-databases · metaphlan · humann · kraken2 · setup
Security
- Security scanPassed, 100 of 100Pattern checks on the skill's files.
- Model reviewNot runA model review is scheduled for the next rescan.
Quality evaluation
- Task evaluationNot runNo evaluation yet. Run one in Skill Studio.
Source
- SKILL.md in the repositoryCheckingskills/biobakery-databases/SKILL.md
Popularity
- Repository stars
- 6
- 7-day trend score
- 10
Stars and forks are for the whole GitHub repository, not this skill alone. Not refreshed yet.
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