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

bio-crispr-screens-base-editing-analysis

Maintainer FreedomIntelligence · Last updated April 1, 2026

Analyzes base editing and prime editing outcomes including editing efficiency, bystander edits, and indel frequencies. Use when quantifying CRISPR base editor results, comparing ABE vs CBE efficiency, or assessing prime editing fidelity.

OpenClawNanoClawAnalysisReproductionbio-crispr-screens-base-editing-analysis🧬 bioinformatics (gptomics bio-* suite)bioinformatics — epidemiological & causal genomicsanalyzes

Original source

FreedomIntelligence/OpenClaw-Medical-Skills

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

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 --base_editor_output.
  • Analyze my base editing outcomes" → Quantify base editing efficiency, bystander edits, and indel frequencies from amplicon sequencing data for CBE, ABE, and prime editing experiments. CLI: CRISPResso --fastq_r1 reads.fq --amplicon_seq ATGC --base_editor_output.
  • CRISPResso --fastq_r1 reads.fq.gz \ --amplicon_seq ATGCGATCGATCGATCGATCGATCG \ --guide_seq TCGATCGATCGATCGAT \ --expected_hdr_amplicon_seq ATGCGATCGATCGTTCGATCGATCG \ --base_editor_output \ -o results/.

Source Doc

Excerpt From SKILL.md

CRISPResso2 for Base Editing

Goal: Quantify base editing efficiency and bystander edits from amplicon sequencing.

Approach: Run CRISPResso with --base_editor_output and the expected edited amplicon sequence to measure target base conversion, bystander edits, and indel frequencies.


## Key Metrics

| Metric | Description |
|--------|-------------|
| Editing efficiency | % reads with target base change |
| Bystander edits | Unintended edits in editing window |
| Indel frequency | Insertions/deletions (should be low) |
| Purity | Target edit without bystanders |

## C->T conversion (or G->A on opposite strand)

CRISPResso --fastq_r1 reads.fq.gz \
    --amplicon_seq $AMPLICON \
    --guide_seq $GUIDE \
    --base_editor_output \
    --conversion_nuc_from C \
    --conversion_nuc_to T

Use cases

  • Use when quantifying CRISPR base editor results, comparing ABE vs CBE efficiency, or assessing prime editing fidelity.

Not for

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

Upstream Related Skills

  • crispr-screens/crispresso-editing - General editing QC
  • crispr-screens/library-design - Guide design considerations
  • variant-calling/vcf-basics - Downstream variant analysis

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