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: Guide foundry4license: MIT5---67<!--8# COPYRIGHT NOTICE9# This file is part of the "Universal Biomedical Skills" project.10# Copyright (c) 2026 MD BABU MIA, PhD <md.babu.mia@mssm.edu>11# All Rights Reserved.12#13# This code is proprietary and confidential.14# Unauthorized copying of this file, via any medium is strictly prohibited.15#16# Provenance: Authenticated by MD BABU MIA1718-->192021# CRISPR Design Agent2223Automate sgRNA selection, scoring, off-target evaluation, and oligo generation for CRISPR experiments using the documented workflow.2425## When to Use26- Designing CRISPR knockout/knock-in experiments that need validated guides.27- Locating all PAM-compatible target sites in a gene or locus.28- Filtering guides by efficiency/off-target metrics before cloning.2930## Core Capabilities311. **Target discovery:** Scan sequences for PAM motifs (e.g., NGG).322. **Efficiency scoring:** Evaluate GC content, homopolymers, Doench/DeepCRISPR/CFD scores.333. **Filtering & ranking:** Remove risky guides (SNP overlap, off-target hits) and output the best candidates.3435## Workflow361. Resolve gene symbol + organism to canonical transcript coordinates and target region.372. Enumerate PAM-compatible sites; extract spacers for the chosen Cas variant.383. Score guides (efficiency + specificity) and compute GC metrics.394. Run off-target search (≤3 mismatches) to flag problematic loci.405. Filter/rank guides, generate cloning oligos/primers, and emit JSON/CSV outputs with coordinates.4142## Example Usage43```bash44python3 Skills/Genomics/CRISPR_Design_Agent/crispr_designer.py \45 --sequence "ATGGAGGAGCCGCAGTCAGATCCTAGCGTCGAGCCCCCTCTGAGTCAGGAAACATTTTCAGACCTATGGAAACTGTGAGTGGATCCATTGGAAGGGC" \46 --output guides.json47```4849## Guardrails50- Always state genome build and Cas variant assumptions.51- Avoid guides overlapping common SNPs when `avoid_variants` is true.52- Flag high off-target density near coding regions for manual review.5354## References55- See `README.md` and `prompt.md` for detailed schema plus supporting literature.565758<!-- AUTHOR_SIGNATURE: 9a7f3c2e-MD-BABU-MIA-2026-MSSM-SECURE -->
Run npx skillmds@latest add fridrichmethod/crispr-guide-design in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.
Guide foundry It is listed under Coding & Dev Tools on SkillMD.
This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.
This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.
Yes. Installing skills from SkillMD is free. This skill is licensed under MIT.
FridrichMethod (@fridrichmethod) published this skill. Their other Agent Skills are listed on their SkillMD profile.