Agent skills for Windsurf (legacy)

Systematic review and meta-analysis pipeline for medical research.

Analyze ARIS usage logs and propose optimizations to SKILL.md files, reviewer prompts, and workflow defaults.

Metabase API for business intelligence. Use when user mentions "Metabase",

Metacognitive injectors and self-talk strategies (self-talk, metacognitive auditing, evaluator hooks, pre-flight checklists, state…

Write, explain, and debug Metal GPU code including shaders (vertex, fragment, compute), render pipelines, compute pipelines…

Plan and implement experimental Metal neural-rendering paths with MetalFX, Metal 4 machine-learning passes, Metal tensors, and Metal…

Guide native Apple-game MetalFX integration for spatial or temporal upscaling, frame interpolation, and temporal denoising.

Create, modify, or archive agents in ~/.claude/agents/ (or in .claude/agents/ of the working folder).

Compute epigenetic age from DNA methylation arrays using PyAging clocks from GEO accessions or local files.

Define UX metrics and KPIs that connect design decisions to measurable outcomes.

Build a metrics framework for any product, team, or business.

Fires when a fellow asks which numbers matter for a launched product — "what metrics should we track", "what should our North Star be"…

Use when showing a Web board for a Markdown-only Agent Team Mission without a Mexus server.

Use when summarizing a Markdown-only Agent Team Mission from local files.

Integrates official South Korean MFDS data to verify the safety and compliance of medicines, health supplements, and food products.

Search, grep, browse and read across registered MFS data sources via the mfs CLI — codebases, docs, PDFs, web crawls, databases, issue…

Create comprehensive HTML architecture diagrams showing data flows, business objectives, features, technical architecture, and deployment.

Stage, commit, and push git changes with conventional commit messages.

Create HTML technical documentation with code blocks, API workflows, system architecture diagrams, and syntax highlighting.

Specify one micro-interaction completely — trigger, rules, feedback, loops, and modes.

Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations.