rust
Write idiomatic Rust with ownership, lifetimes, and traits. Use for Rust development, memory safety, or systems programming.
sc
Unified SuperClaude workflow skill with subcommands for analysis, building, documentation, git, implementation, and more. Use for any structured development workflow.
scientific-figure-assembly
Assemble multi-panel scientific figures with panel labels (A, B, C) at publication quality (300 DPI) using R. Use when combining individual plots into journal-ready figures.
search
Expert web research with advanced search techniques. Use for deep research, information gathering, or fact verification.
security
Security audits, vulnerability detection, and secure coding. Use for security reviews, auth implementation, or OWASP compliance.
skill-gen
Generates new Claude Code skills with proper structure and best practices. Use when user asks to create a new skill, slash command, or wants to automate a workflow. Guides through requirements gathering, structure generation, and validation.
slidev
Create and present web-based slides for developers using Markdown, Vue components, code highlighting, animations, and interactive features. Use when building technical presentations, conference talks, or teaching materials.
sql
Write SQL queries, optimize execution plans, and design schemas. Use for query optimization, complex joins, or database design.
strobe-check
Use when auditing an observational study manuscript (cohort, case-control, or cross-sectional) against the STROBE checklist. Triggers on retrospective studies, hospital data, registry/database studies like TCGA, SEER, NHIRD, or any non-randomized clinical research.
test-auto
Create test suites with unit, integration, and e2e tests. Use when setting up tests, improving coverage, or when user asks about testing.
tripod-check
Use when auditing a prediction model or clinical AI manuscript against the TRIPOD+AI checklist. Triggers on prediction models, prognostic scores, diagnostic models, machine learning clinical tools, risk calculators, AUC/c-statistic reporting, or AI-assisted clinical decision support.
update-dev-docs
Update dev docs before session compaction to capture progress. Use before compacting conversation, ending sessions, or switching tasks.
vale
Runs Vale prose linter on markdown/text files and auto-fixes issues. Use when the user asks to lint, proofread, or improve writing quality of markdown or text files.
visualization-check
Use when reviewing a data visualization or figure for clarity, checking if a graph communicates its message without additional context, or iterating on R/Python plot scripts until a naive reader can fully understand the figure.
vm-docker
Use when deploying Docker services on the local VM (hostname: vm, Pop!_OS) with Traefik reverse proxy and Homepage dashboard. Covers crane image workflow, Traefik file-provider registration, Homepage services.yaml entries, and compose templates on the traefik-proxy network.
zettel
Converts narrative medical text into Pocket Medicine bullet-style notes with proper abbreviations, then modularizes sections exceeding 20 lines into linked standalone files.
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