arxiv-database
This skill provides Python tools for searching and retrieving preprints from arXiv.org via its public Atom API. It supports keyword search,…
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.
Original source
https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/bio-crispr-screens-crispresso-editing
Skill Snapshot
Source Doc
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
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.
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