package-architect
Design and maintain TypeScript packages in a monorepo, including exports and build configuration.
prow-image-bump-keep-variant
Bump container image tags in Prow job YAMLs under prow-jobs/ while keeping the tag variant suffix (e.g. -dind, -alpine). Use when asked to update or refresh Prow job images, or to bump container/initContainer tags to a newer version without changing variants.
monitoring
Monitor Vercel deployments, debug production issues, check logs, and understand logging patterns. Use when investigating errors, checking deployment logs, debugging failures, or improving observability.
singularity-apptainer
HPC containerization with Singularity/Apptainer including definition files, .sif image management, MPI integration, GPU passthrough, Slurm job integration, and Docker image conversion.
kubernetes
当实施Kubernetes编排时，分析集群架构设计，优化容器编排性能，解决K8s相关问题。验证资源配置，设计服务部署策略，和最佳实践。
kubernetes
当验证Kubernetes配置时，分析YAML清单语法，检查资源定义规范，验证部署配置。验证集群资源，设计安全策略，和最佳实践。
app-template-migration
Migrate Kubernetes applications from bjw-s/app-template Helm charts to native manifests (Deployment, Service, HTTPRoute). Use this skill when moving away from Helm to standard YAML while maintaining zero-downtime and Flux/Volsync integration.
otel-tracing
Maintain OpenTelemetry trace coverage when new controllers, handlers, or dependencies are introduced.
four-step-pattern
Four-step sentence pattern for national research reports. Defines mandatory writing structure: task declaration, problem definition, solution approach, and technical details.
ethics-ai-analysis
Use this Skill for AI ethics analysis: algorithmic fairness metrics, bias auditing, value alignment frameworks, and moral philosophy reasoning.
design-elimination-diet
**Elimination Diet Planner**: Designs structured elimination diets to test suspected food triggers, with specific meal plans that remove target ingredients while maintaining nutritional balance and variety. Use this skill when the user wants to test whether a food is triggering symptoms, design a FODMAP elimination phase, plan a reintroduction protocol, create an elimination diet, or structure a food sensitivity test. Also trigger when the user says "I want to cut out X and see what happens", "elimination diet", "FODMAP elimination", "reintroduction plan", "test if X is a trigger", or discusses removing specific foods to test their impact on symptoms.
rioxarray-remote-sensing
Read, reproject, resample, and analyze multispectral GeoTIFF imagery with rioxarray and rasterio; compute NDVI/EVI, mask clouds, mosaic scenes, and export Cloud-Optimized GeoTIFFs.
scientific-validation
Scientific method for validating claims with pre-registration, power analysis, statistical rigor, and Bayesian methods. Use when testing hypotheses, running experiments, or validating claims from papers. TRIGGER when: validate, hypothesis, experiment, backtest, evidence, statistical test. DO NOT TRIGGER when: routine coding, config changes, documentation, non-experimental tasks.
agent-browser
Automatyzacja przeglądarki przez CLI agent-browser. Nawigacja, formularze, screenshoty, scraping, testowanie UI — wszystko przez komendy Bash z ref-based element selection (@e1, @e2). Używaj przy "otwórz stronę", "wypełnij formularz", "zrób screenshot", "scrape page", "testuj UI", "agent-browser".
browser-use
Advanced browser automation for extreme scenarios. Combines Stagehand (AI) + Playwright (precise) via CDP. For complex multi-step workflows, dynamic content, nested extraction, error recovery, and performance optimization. Reference: references/stagehand-playwright-guide.md
obsidian-cli
Interact with Obsidian vaults using the Obsidian CLI to read, create, search, and manage notes, tasks, properties, and more. Also supports plugin and theme development with commands to reload plugins, run JavaScript, capture errors, take screenshots, and inspect the DOM. Use when the user asks to interact with their Obsidian vault, manage notes, search vault content, perform vault operations from the command line, or develop and debug Obsidian plugins and themes.
