From grimoire
Analyzes agarose or polyacrylamide gel electrophoresis results to identify bands, assess sample purity and integrity, and troubleshoot unexpected outcomes.
How this skill is triggered — by the user, by Claude, or both
Slash command
/grimoire:review-gel-electrophoresisThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Accurately read electrophoresis results by comparing band positions to size standards, assessing sample quality, and applying a systematic troubleshooting framework when results are unexpected.
Accurately read electrophoresis results by comparing band positions to size standards, assessing sample quality, and applying a systematic troubleshooting framework when results are unexpected.
Adopted by: Gel electrophoresis interpretation is a core competency in every molecular biology, biochemistry, and clinical laboratory. FDA, EMA, and ICH guidelines require gel-based quality controls for nucleic acid therapeutics and molecular diagnostics. Good Laboratory Practice (GLP) standards mandate documented interpretation procedures for regulated laboratories. Impact: Misinterpretation of gel results leads to false conclusions about PCR success, restriction digestion completeness, protein expression, or sample purity. In regulated contexts (clinical diagnostics, pharmaceutical QC), misread gels cause downstream process failures and costly repeats. Systematic interpretation — including band sizing against a ladder and assessment of smearing/degradation — prevents the most common analytical errors.
Prerequisites for valid interpretation:
Procedure:
Expected vs. actual size:
20% difference or double bands = investigate further before proceeding
Read each lane for:
Always read control lanes before experimental lanes:
| Symptom | Most likely cause | Fix |
|---|---|---|
| No bands (NTC also empty) | Failed amplification: polymerase inactivated, wrong Mg, no template | Check reagents; increase template |
| Bands in NTC | Contamination | Decontaminate; use aliquoted reagents |
| Multiple bands | Non-specific amplification | Increase annealing temperature; redesign primers |
| Smearing | Degradation or overload | Check RNA/DNA integrity; reduce template load |
| Band wrong size | Wrong product; primer mismatch | BLAST-verify primers; sequence the band |
| Faint bands | Low efficiency | Optimize Mg, annealing temp; increase cycles |
For regulated and publishable work:
npx claudepluginhub jeffreytse/grimoire --plugin grimoireGuides Western blot quantification and analysis with protocols for band detection, loading control and two-step normalization, statistical aggregation across replicates, and visualization.
Designs PCR experiments with primer design, thermal cycling optimization, control selection, and troubleshooting for reliable DNA/RNA amplification.
Router that dispatches bioinformatics and statistical analysis tasks to specialized skills for RNA-seq, variant calling, phylogenetics, single-cell, proteomics, and more.