Integration patterns for web search grounding, including query operator usage, API-based search orchestration, and citation metadata mapping. Triggers: google-search, grounding, search-api, citations, search-operators, web-search.

> **Skill Purpose**: Comprehensive guide for implementing Google's SEO best practices to improve website presence in Google Search results through user-focused content, technical optimization, and str

This skill provides comprehensive guidance for optimizing web content and documentation for search engine discoverability based on Google's official SEO Starter Guide. Use this skill when creating new

Validates data integrity and state consistency between Google Sheets operation sprints

Apply consistent, safe, and readable shell scripting practices based on Google's Shell Style Guide.

google-spaces-updates

Google Search structured data implementation - Schema.org markup for rich results, JSON-LD templates, JavaScript generation, and SEO best practices

> **Skill Purpose**: Comprehensive guide for using Google's URL Inspection Tool in Search Console to verify indexing status, diagnose crawl issues, and request re-indexing for specific URLs.

google-workspace

Create, validate, and work with Goose recipes - reusable AI agent configurations that package specific setups for tasks. Use when creating recipe.yaml/recipe.json files, configuring Goose extensions, parameters, retry logic, structured outputs, or debugging recipe validation errors.

Expert guidance for integrating github.com/markbates/goth with the Echo web framework and implementing secure session management.

Expert guidance for github.com/markbates/goth - a Go library providing simple, clean, idiomatic multi-provider OAuth authentication.

Use when making architectural decisions without documentation, skipping risk analysis, accepting risks without mitigation, or treating governance as optional bureaucracy - enforces mandatory DAR/RSKM based on project risk level

Toggle PAI governance enforcement on/off. Control chain-of-command routing and session-end requirements.

Follow these patterns when implementing governance operations (copy, branch, transfer, promote, merge) in OptAIC. Covers artifact handling, RBAC mutations, lineage tracking, and activity emission.

Clerk for Chief/Council authority, assertions of title, self-government, and resistance to federal imposition; use for Governance_Sovereignty queue.

Design political entities and governance systems for fictional worlds. Use when creating kingdoms, empires, federations, or any political structures that need realistic internal complexity and external relationships.

Evidence-first development with fail-closed behavior

Comprehensive guide to GPG commit signing. Set up, configure, and troubleshoot GPG commit signing. Fix GPG signing errors, configure passphrase caching, verify commit signatures. Use when working with Git commit signing, GPG keys, commit verification, signature verification, GPG configuration, or when encountering GPG signing errors. Covers Windows (Gpg4win), macOS (GPG Suite), Linux (gnupg), and WSL installation and setup.

Use when blocked, stuck, or needing fresh perspective. Consults GPT experts via Codex CLI with graceful fallback.

지피터스 멤버 프로필에서 게시물을 자동 수집하여 로컬 Markdown 파일로 저장합니다.

GPU-aware PPO training configuration for A100/H100. Trigger when training is slow or GPU utilization is low.

Run code on cloud GPUs with GPU CLI. Use when user wants to run Python/ML code on remote GPUs, install GPU CLI, configure gpu.toml, troubleshoot pods, or manage cloud GPU resources via RunPod.

Research and explain GPU-driven rendering techniques, find academic papers on graphics algorithms (APV, Spherical Harmonics, BVH), explain complex rendering concepts, and bridge theory to wgpu implementation for your learning project

Preventing Jupyter cell hangs with explicit CuPy GPU memory cleanup

GPU-safe parallel processing patterns for KINTSUGI to prevent OOM crashes and ensure Jupyter-compatible progress output

gpu

Async operations and background tasks in GPUI. Use when working with async, spawn, background tasks, or concurrent operations. Essential for handling async I/O, long-running computations, and coordinating between foreground UI updates and background work.

GPUI framework patterns for Script Kit. Use when writing UI code, handling keyboard events, managing state, or working with layouts. Covers layout chains, lists, themes, events, focus, and window management.

GPUI Component project style guide based on gpui-component code patterns. Use when writing new components, reviewing code, or ensuring consistency with existing gpui-component implementations. Covers component structure, trait implementations, naming conventions, and API patterns observed in the actual codebase.

Testing patterns for GPUI applications

Build desktop apps with GPUI, the GPU-accelerated UI framework from Zed. Covers Entity state, Render trait, div() Tailwind API, actions/keybindings, gpui-component widgets, theming. Use when building Rust desktop applications with GPUI or gpui-component.

Expert guidance for GraalVM native image development with Java frameworks, build optimization, and high-performance application deployment

Grades and improves CLAUDE.md (Claude Code) and AGENTS.md (Codex/OpenCode) configuration files. Use when asked to grade, score, evaluate, audit, review, improve, fix, optimize, or refactor agent config files. Triggers on 'grade my CLAUDE.md', 'score my AGENTS.md', 'is my CLAUDE.md too big', 'improve my agent config', 'fix my CLAUDE.md', 'optimize context usage', 'reduce tokens in CLAUDE.md', or 'audit my config files'. Automatically grades both files if present, generates improvement plan, and implements changes on approval.

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gradle-troubleshooting

How to progressively migrate config from dotfiles to home-manager on Darwin. Use when moving shell config, nvim config, or other dotfiles-managed files to workstation.

Expert-level Grafana dashboards, visualization, data sources, alerting, and production operations

Scaffold and automate Grafana plugin projects using @grafana/create-plugin. Use when creating panel plugins, data source plugins, app plugins, or backend plugins. Handles project scaffolding, Docker dev environment setup, and plugin configuration.

grafana

Enhance writing quality by fixing grammar, improving sentence structure, maintaining consistent style, and strengthening prose. Use when editing chapters, improving readability, or polishing final drafts.

AI writing assistant for grammar, style, and tone.

Expert knowledge of research grant compliance requirements, deliverables tracking, and funder expectations. Use when reviewing work against grant specifications, preparing progress reports, or ensuring alignment with funding requirements from NSF, NIH, EU, and other agencies.

Write compelling grant proposals for academic research, creative projects, and nonprofit initiatives. Covers federal (NSF, NEA, NEH), foundation, and institutional grants with attention to narrative, budget justification, and review criteria. Triggers on grant writing, funding proposals, research funding, or fellowship applications.

Expert in graph database design and development with deep knowledge of graph modeling, traversals, query optimization, and relationship patterns. Specializes in SurrealDB but applies generic graph database concepts. Use when designing graph schemas, optimizing graph queries, implementing complex relationships, or building graph-based applications.

Create ASCII diagrams for markdown using graph-easy. TRIGGERS - ASCII diagram, graph-easy, architecture diagram, markdown diagram.

Patterns for finding and exporting mail via Microsoft Graph (delegated auth), with safe defaults and paging/retry guidance.

Graph Grafting Skill

Professional graphic design principles for digital and print media. Use when creating visual designs, choosing color palettes, typography, layouts, or providing design feedback.

Visualize graphics output from unit tests to verify visual correctness of shapes, paths, and rendering