mcpbeat Sign in

Bio Read Alignment Bowtie2 Alignment Agent Skill

Align short reads using Bowtie2 with local or end-to-end modes. Supports gapped alignment. Use when aligning ChIP-seq, ATAC-seq, or when flexible alignment modes are needed.

1.2k tokens
context cost
SKILL.md, read when the skill is used
3
files
ships runnable scripts
0
copies elsewhere
how many repositories repackaged it
132
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/BioTender-max/awesome-bio-agent-skills --skill bio-read-alignment-bowtie2-alignment

What comes with it

3 357 bytes besides the instruction
examples/align_bowtie2.sh
usage-guide.md

The instruction itself

15 sections, as written by the author

Version Compatibility

Reference examples tested with: samtools 1.19+

Before using code patterns, verify installed versions match. If versions differ:

  • CLI: <tool> --version then <tool> --help to confirm flags

If code throws ImportError, AttributeError, or TypeError, introspect the installed

package and adapt the example to match the actual API rather than retrying.

Bowtie2 Alignment

"Align DNA reads with Bowtie2" → Map short reads to a reference genome using Bowtie2's end-to-end or local alignment modes.

  • CLI: bowtie2 -x index -1 R1.fq -2 R2.fq | samtools sort -o aligned.bam

Build Index

# Build index from reference FASTA
bowtie2-build reference.fa reference_index

# With threads (faster)
bowtie2-build --threads 8 reference.fa reference_index

# Creates: reference_index.1.bt2, .2.bt2, .3.bt2, .4.bt2, .rev.1.bt2, .rev.2.bt2

Basic Alignment

# Paired-end reads
bowtie2 -p 8 -x reference_index -1 reads_1.fq.gz -2 reads_2.fq.gz -S aligned.sam

# Single-end reads
bowtie2 -p 8 -x reference_index -U reads.fq.gz -S aligned.sam

# Direct to sorted BAM
bowtie2 -p 8 -x reference_index -1 r1.fq.gz -2 r2.fq.gz | \
    samtools sort -@ 4 -o aligned.sorted.bam -

Alignment Modes

# End-to-end mode (default) - align entire read
bowtie2 --end-to-end -x index -1 r1.fq -2 r2.fq -S aligned.sam

# Local mode - soft-clip ends for better alignment
bowtie2 --local -x index -1 r1.fq -2 r2.fq -S aligned.sam

Sensitivity Presets

# Very fast (less sensitive)
bowtie2 --very-fast -x index -1 r1.fq -2 r2.fq -S aligned.sam

# Fast
bowtie2 --fast -x index -1 r1.fq -2 r2.fq -S aligned.sam

# Sensitive (default)
bowtie2 --sensitive -x index -1 r1.fq -2 r2.fq -S aligned.sam

# Very sensitive (slower but more accurate)
bowtie2 --very-sensitive -x index -1 r1.fq -2 r2.fq -S aligned.sam

# Local mode equivalents
bowtie2 --very-sensitive-local -x index -1 r1.fq -2 r2.fq -S aligned.sam

ChIP-seq Alignment

# Typical ChIP-seq settings
bowtie2 -p 8 \
    --very-sensitive \
    --no-mixed \
    --no-discordant \
    -x index -1 chip_1.fq.gz -2 chip_2.fq.gz | \
    samtools view -bS -q 30 -F 4 - | \
    samtools sort -o chip.sorted.bam -

ATAC-seq Alignment

# ATAC-seq with size selection
bowtie2 -p 8 \
    --very-sensitive \
    -X 2000 \                    # Max fragment length
    --no-mixed \
    --no-discordant \
    -x index -1 atac_1.fq.gz -2 atac_2.fq.gz | \
    samtools view -bS -q 30 - | \
    samtools sort -o atac.sorted.bam -

Fragment Size Options

# Set expected insert size range
bowtie2 -p 8 \
    -I 100 \     # Minimum fragment length
    -X 500 \     # Maximum fragment length
    -x index -1 r1.fq -2 r2.fq -S aligned.sam

Read Group and Output Options

# Add read group
bowtie2 -p 8 \
    --rg-id sample1 \
    --rg SM:sample1 \
    --rg PL:ILLUMINA \
    --rg LB:lib1 \
    -x index -1 r1.fq -2 r2.fq -S aligned.sam

Multi-mapping Reads

# Report up to k alignments per read
bowtie2 -k 5 -x index -1 r1.fq -2 r2.fq -S aligned.sam

# Report all alignments
bowtie2 -a -x index -1 r1.fq -2 r2.fq -S aligned.sam

Output Unmapped Reads

# Write unmapped reads to separate files
bowtie2 -p 8 \
    --un-conc-gz unmapped_%.fq.gz \
    -x index -1 r1.fq.gz -2 r2.fq.gz -S aligned.sam

Key Parameters

| Parameter | Default | Description |

|-----------|---------|-------------|

| -p | 1 | Number of threads |

| -x | - | Index basename |

| -1/-2 | - | Paired-end reads |

| -U | - | Single-end reads |

| -I | 0 | Min fragment length |

| -X | 500 | Max fragment length |

| -k | 1 | Report up to k alignments |

| --no-mixed | off | Suppress unpaired alignments |

| --no-discordant | off | Suppress discordant alignments |

Alignment Statistics

# Bowtie2 prints alignment summary to stderr
bowtie2 -p 8 -x index -1 r1.fq -2 r2.fq -S aligned.sam 2> alignment_stats.txt

Example output:

1000000 reads; of these:
  1000000 (100.00%) were paired; of these:
    50000 (5.00%) aligned concordantly 0 times
    900000 (90.00%) aligned concordantly exactly 1 time
    50000 (5.00%) aligned concordantly >1 times
95.00% overall alignment rate
  • read-qc/fastp-workflow - Preprocess reads before alignment
  • alignment-files/alignment-sorting - Post-alignment processing
  • chip-seq/peak-calling - ChIP-seq analysis
  • atac-seq/atac-peak-calling - ATAC-seq analysis

Other skills for the same job

different authors, same section of the catalogue
Executing Plans
by ZhanlinCui
×5

Use when you have a written implementation plan to execute in a separate session with review checkpoints

542 tokens
Protocolsio Integration
by christophacham
×4

Integration with protocols.io API for managing scientific protocols. This skill should be used when working with protocols.io to search, create, update, or publish protocols; manage protocol steps and materials; handle discussions and comments; organize workspaces; upload and manage files; or integrate protocols.io functionality into workflows. Applicable for protocol discovery, collaborative protocol development, experiment tracking, lab protocol management, and scientific documentation.

3.9k tokens
Tailored Resume Generator
by frostant
×4

Analyzes job descriptions and generates tailored resumes that highlight relevant experience, skills, and achievements to maximize interview chances

3.1k tokens
Excalidraw Diagram Generator
by github
vendor ×3

Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "create a mind map", or "generate an Excalidraw file". Supports flowcharts, relationship diagrams, mind maps, and system architecture diagrams. Outputs .excalidraw JSON files that can be opened directly in Excalidraw.

5.9k tokens scripts
Expo Dev Client
by openai
vendor ×3

Build and distribute Expo development clients locally or via TestFlight

878 tokens
Anndata
by christophacham
×3

Data structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with the scverse ecosystem. This is the data format skill—for analysis workflows use scanpy; for probabilistic models use scvi-tools; for population-scale queries use cellxgene-census.

2.8k tokens
Benchling Integration
by christophacham
×3

Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.

3.5k tokens
Biopython
by christophacham
×3

Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Best for batch processing, custom bioinformatics pipelines, BLAST automation. For quick lookups use gget; for multi-service integration use bioservices.

3.7k tokens

How to use it

Copy the folder

Take biotender-max/bio-read-alignment-bowtie2-alignment from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.