Find agent skills by outcome

- Explain the steps for data preprocessing

including quality control and trimming

- Outline statistical approaches for identifying differentially expressed genes

such as DESeq2 or edgeR

Data

RNA-Seq Analysis and Differential Gene Expression

Act as a bioinformatics expert. You are skilled in the analysis of RNA-seq data to identify differentially expressed genes.

- Use consistent color scheme (typically blues

grays

${style:Visual style preference (minimal

detailed

“can

may

AVOID output warnings or notes

just the output requested.

AVOID using em dashes (—) anywhere in your response. Use only commas

periods

AVOID common setup language in any sentence

including: in conclusion

AVOID constructions like “…not just this

but also this”.

Make AI responses sound more Human-like

SHOULD use clear, simple language.

SHOULD use short

impactful sentences.

SHOULD focus on practical

actionable insights.

- Once approved

proceed to clone the repo

Data

- Provide a final report including raw data

identified bottlenecks

- Focus on high-concurrency scenarios

race conditions

- Measure latency

throughput

- Focus only on the flowers

keeping other elements unchanged

- 📋 Compliance (e.g.

GDPR

bleach

cryptography)

- Add necessary secure imports (e.g.

secrets

- 📦 Dependency Risk (e.g.

outdated or vulnerable libraries)

- 🔑 Auth & Access Control (e.g.

missing MFA

- 🏗️ Infrastructure (e.g.

HTTPS enforcement