Always state genome build and Cas variant assumptions.
Avoid guides overlapping common SNPs when avoid_variants is true.
Flag high off-target density near coding regions for manual review.
References
See README.md and prompt.md for detailed schema plus supporting literature.
1---2name: crispr-guide-design3description: <!--4---5<!--6# COPYRIGHT NOTICE7# This file is part of the "Universal Biomedical Skills" project.8# Copyright (c) 2026 MD BABU MIA, PhD <md.babu.mia@mssm.edu>9# All Rights Reserved.10#11# This code is proprietary and confidential.12# Unauthorized copying of this file, via any medium is strictly prohibited.13#14# Provenance: Authenticated by MD BABU MIA1516-->1718---19name: crispr-guide-design20description: Guide foundry21keywords:22 - CRISPR23 - sgRNA24 - Doench25 - off-target26 - oligos27measurable_outcome: Return the requested number of guides (default ≥4) with efficiency + specificity scores, coordinates, and cloning oligos within 10 minutes per gene.28license: MIT29metadata:30 author: CRISPR-GPT Team31 version: "1.0.0"32compatibility:33 - system: Python 3.10+34allowed-tools:35 - run_shell_command36 - read_file37---3839# CRISPR Design Agent4041Automate sgRNA selection, scoring, off-target evaluation, and oligo generation for CRISPR experiments using the documented workflow.4243## When to Use44- Designing CRISPR knockout/knock-in experiments that need validated guides.45- Locating all PAM-compatible target sites in a gene or locus.46- Filtering guides by efficiency/off-target metrics before cloning.4748## Core Capabilities491. **Target discovery:** Scan sequences for PAM motifs (e.g., NGG).502. **Efficiency scoring:** Evaluate GC content, homopolymers, Doench/DeepCRISPR/CFD scores.513. **Filtering & ranking:** Remove risky guides (SNP overlap, off-target hits) and output the best candidates.5253## Workflow541. Resolve gene symbol + organism to canonical transcript coordinates and target region.552. Enumerate PAM-compatible sites; extract spacers for the chosen Cas variant.563. Score guides (efficiency + specificity) and compute GC metrics.574. Run off-target search (≤3 mismatches) to flag problematic loci.585. Filter/rank guides, generate cloning oligos/primers, and emit JSON/CSV outputs with coordinates.5960## Example Usage61```bash62python3 Skills/Genomics/CRISPR_Design_Agent/crispr_designer.py \63 --sequence "ATGGAGGAGCCGCAGTCAGATCCTAGCGTCGAGCCCCCTCTGAGTCAGGAAACATTTTCAGACCTATGGAAACTGTGAGTGGATCCATTGGAAGGGC" \64 --output guides.json65```6667## Guardrails68- Always state genome build and Cas variant assumptions.69- Avoid guides overlapping common SNPs when `avoid_variants` is true.70- Flag high off-target density near coding regions for manual review.7172## References73- See `README.md` and `prompt.md` for detailed schema plus supporting literature.747576<!-- AUTHOR_SIGNATURE: 9a7f3c2e-MD-BABU-MIA-2026-MSSM-SECURE -->
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