Explore skills

Force verification before answering questions involving versions, dates, status, or "current" state. Prevents hallucinations at the REASONING level by checking assertions.yaml and WebSearch before forming beliefs. Triggers on software versions, release status, dates, and package versions.

Symbolic math in Python: exact algebra, calculus (derivatives, integrals, limits), equation solving, symbolic matrices, ODEs, code gen (lambdify, C/Fortran). Use for exact symbolic results. For numerical use numpy/scipy; for stats use statsmodels.

Expert performance engineer specializing in modern observability,

Amplicon sequence variant (ASV) inference from 16S rRNA or ITS amplicon sequencing using DADA2. Covers quality filtering, error learning, denoising, and chimera removal. Use when processing demultiplexed amplicon FASTQ files to generate an ASV table for downstream analysis.

Set up CI/CD pipelines with GitHub Actions and Fastlane for Flutter apps. Automates testing, building, and deployment to Firebase App Distribution, TestFlight, and Play Store. Use when setting up automated workflows or preparing for release.

PC and console game development principles. Engine selection, platform features, optimization strategies.

Evaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying biases and confounders, applying evidence grading frameworks (GRADE, Cochrane Risk of Bias), or teaching critical analysis. Best for understanding evidence quality, identifying flaws. For formal peer review writing use peer-review.

Process JSON with jq and YAML/TOML with yq to efficiently filter, transform, and query structured data. Ideal for analyzing configurations, K8s manifests, GitHub Actions workflows, and package.json files.

"Access UniProt for protein sequence and annotation retrieval. Use this skill when: (1) Looking up protein sequences by accession, (2) Finding functional annotations, (3) Getting domain boundaries, (4) Finding homologs and variants, (5) Cross-referencing to PDB structures.

AWS development with infrastructure automation and cloud architecture patterns.

Comprehensive Flow Nexus platform management - authentication, sandboxes, app deployment, payments, and challenges

Reviews AWS Lambda functions for performance, memory configuration, and cost optimization. Activates when users write Lambda handlers or discuss Lambda performance.