Data & ReproBioinformatics & GenomicsFreedomIntelligence/OpenClaw-Medical-SkillsData & Reproduction
BI

bio-metagenomics-abundance

Maintainer FreedomIntelligence · Last updated April 1, 2026

Species abundance estimation using Bracken with Kraken2 output. Redistributes reads from higher taxonomic levels to species for more accurate estimates. Use when accurate species-level abundances are needed from Kraken2 classification output.

OpenClawNanoClawAnalysisReproductionbio-metagenomics-abundance🧬 bioinformatics (gptomics bio-* suite)bioinformatics — metagenomics & microbiomespecies

Original source

FreedomIntelligence/OpenClaw-Medical-Skills

https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/bio-metagenomics-abundance

Maintainer
FreedomIntelligence
License
MIT
Last updated
April 1, 2026

Skill Snapshot

Key Details From SKILL.md

2 min

Key Notes

  • CLI: bracken -d db -i kraken2.report -o bracken.output -r 150 -l S.
  • Get species-level abundances from my Kraken2 results" → Redistribute reads assigned to higher taxonomic levels down to species using Bracken's Bayesian re-estimation for more accurate abundance profiles. CLI: bracken -d db -i kraken2.report -o bracken.output -r 150 -l S.
  • bracken -d /path/to/kraken2_db \ -i kraken_report.txt \ -o bracken_output.txt \ -r 150 \ # Read length (100, 150, 200, 250, 300) -l S # Taxonomic level.

Source Doc

Excerpt From SKILL.md

Step 1: Classify with Kraken2

kraken2 --db /path/to/kraken2_db
--threads 8
--paired
--report sample_kraken_report.txt
reads_R1.fastq.gz reads_R2.fastq.gz

Step 2: Estimate abundances with Bracken

bracken -d /path/to/kraken2_db
-i sample_kraken_report.txt
-o sample_bracken_species.txt
-w sample_bracken_report.txt
-r 150
-l S


## Species level (default)

bracken -d db -i report.txt -o species.txt -r 150 -l S

Use cases

  • Use when accurate species-level abundances are needed from Kraken2 classification output.

Not for

  • Do not rely on this catalog entry alone for installation or maintenance details.

Upstream Related Skills

  • kraken-classification - Generate Kraken2 report
  • metaphlan-profiling - Alternative profiling method
  • metagenome-visualization - Visualize abundances

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