Data & ReproStatistics & Data AnalysisFreedomIntelligence/OpenClaw-Medical-SkillsData & Reproduction
BI

bio-crispr-screens-crispresso-editing

Maintainer FreedomIntelligence · Last updated April 1, 2026

CRISPResso2 for analyzing CRISPR gene editing outcomes. Quantifies indels, HDR efficiency, and generates comprehensive editing reports. Use when analyzing amplicon sequencing data from CRISPR editing experiments to assess editing efficiency.

OpenClawNanoClawAnalysisReproductionbio-crispr-screens-crispresso-editing🧬 bioinformatics (gptomics bio-* suite)bioinformatics — epidemiological & causal genomicscrispresso2

Original source

FreedomIntelligence/OpenClaw-Medical-Skills

https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/bio-crispr-screens-crispresso-editing

Maintainer
FreedomIntelligence
License
MIT
Last updated
April 1, 2026

Skill Snapshot

Key Details From SKILL.md

2 min

Key Notes

  • CLI: CRISPResso --fastq_r1 reads.fq --amplicon_seq ATGC --guide_seq GUIDE.
  • Quantify CRISPR editing from my amplicon data" → Analyze amplicon sequencing to measure indel frequencies, HDR efficiency, and frameshift rates from CRISPR gene editing experiments. CLI: CRISPResso --fastq_r1 reads.fq --amplicon_seq ATGC --guide_seq GUIDE.
  • CRISPResso \ --fastq_r1 sample_R1.fastq.gz \ --fastq_r2 sample_R2.fastq.gz \ --amplicon_seq AATGTCCCCCAATGGGAAGTTCATCTGGCACTGCCCACAGGTGAGGAGGTCATGATCCCCTTCTGGAGCTCCCAACGGGCCGTGGTCTGGTTCATCATCTGTAAGAATGGCTTCAAGAGGCTCGGCTGTGGTT \ --guide_seq CTGCCCACAGGTGAGGAGGT \ --output_folder crispresso_output \ --name sample1.

Source Doc

Excerpt From SKILL.md

Basic Analysis

Goal: Quantify CRISPR editing outcomes from amplicon sequencing of a single target site.

Approach: Align amplicon reads against the reference and guide sequences with CRISPResso, which reports indel frequencies, allele tables, and editing efficiency plots.


## Analyze HDR editing

CRISPResso \
    --fastq_r1 hdr_sample_R1.fastq.gz \
    --fastq_r2 hdr_sample_R2.fastq.gz \
    --amplicon_seq AATGTCCCCCAATGGGAAGTTCATCTGGCACTGCCCACAGGTGAGGAGGTCATGATCCCCTTCTGGAGCTCCCAACGGGCCGTGGTCTGGTTCATCATCTGTAAGAATGGCTTCAAGAGGCTCGGCTGTGGTT \
    --guide_seq CTGCCCACAGGTGAGGAGGT \
    --expected_hdr_amplicon_seq AATGTCCCCCAATGGGAAGTTCATCTGGCACTGCCCACAGGTGAGGAGGTCATGATCCCCTTCTGGAGCTCCCAACGGGCCGTGGTCTGGTTCATCATCTGTAAGAATGGCTTCAAGATGCTCGGCTGTGGTT \
    --output_folder hdr_output \
    --name hdr_sample

Batch Analysis

Goal: Process multiple CRISPR editing samples in a single run.

Approach: Define a batch file listing sample names, FASTQ paths, amplicon sequences, and guide sequences, then run CRISPRessoBatch for parallel multi-sample analysis.

Use cases

  • Use when analyzing amplicon sequencing data from CRISPR editing experiments to assess editing efficiency.

Not for

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

Upstream Related Skills

  • screen-qc - QC for editing experiments
  • read-alignment/bwa-alignment - Align reads for WGS analysis
  • variant-calling/variant-calling - Detect editing-induced variants

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