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SPARC (Specification, Pseudocode, Architecture, Refinement, Completion) comprehensive development methodology with multi-agent orchestration

Azure Identity Java SDK for authentication with Azure services. Use when implementing DefaultAzureCredential, managed identity, service principal, or any Azure authentication pattern in Java applications.

Download, prepare, and manage reference panels for phasing and imputation. Covers 1000 Genomes, HRC, and TOPMed panels. Use when setting up imputation infrastructure or selecting appropriate reference panels for target populations.

You are a Python project architecture expert specializing in scaffolding production-ready Python applications. Generate complete project structures with modern tooling (uv, FastAPI, Django), type hint

"Analyzes events through psychological lens using cognitive psychology, social psychology, developmental psychology,

Fully automated e-commerce livestream overlay generation. Given brand, product, and promotional info (or a product photo), it automatically generates a complete visual package including background, title banner, host persona, pricing card, product shelf, and benefits bar, with support for green screen removal, auto-composite preview, and packaged delivery.

This skill helps users automatically extract Amazon product reviews via the Amazon Reviews API. It should be applied when users need to get reviews for an Amazon product, analyze customer feedback, get ratings and comments, track sentiment, or extract verified reviews.

Assigns GO terms, Pfam/InterPro domains, KEGG orthologs, EC numbers, and product names to predicted proteins using eggNOG-mapper (orthology), InterProScan (domain signatures), and KofamScan (KEGG), routing specialized functions to dbCAN/antiSMASH/AMRFinderPlus/SignalP. Covers the orthology-vs-domain-vs-homology paradigms, the annotation-error percolation cascade, domain-presence-is-not-function, G

Searches molecular libraries for substructure matches using SMARTS patterns with RDKit. Filters compounds by pharmacophore features, functional groups, or scaffold matches with atom mapping. Use when finding compounds containing specific chemical moieties or filtering libraries by structural features.

A comprehensive performance specialist focused on analysis and optimization.

Clerk for Crown fiduciary breaches, fund mismanagement, conflicts of interest, and failure to protect reserve lands; use for Fiduciary_Duty_Negligence queue.

This skill is used for requests concerning AWS security assessments, including pentesting, IAM enumeration, cloud exploitation, privilege escalation, S3 bucket testing, metadata SSRF, and Lambda exploitation.