Guidance for implementing neural network inference (like GPT-2) under extreme code size constraints. This skill should be used when tasks require implementing ML model inference in minimal code (code golf), parsing model checkpoints in constrained environments, or building transformer architectures in low-level languages like C with strict size limits.

지피터스 멤버 프로필에서 게시물을 자동 수집하여 로컬 Markdown 파일로 저장합니다.

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

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

Create professional Grafana dashboards with visualizations, templating, and alerts. Use when building monitoring dashboards, creating data visualizations, or setting up operational insights.

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

grafana

Extract and archive Granola meeting notes with optional AI intelligence.

grant-application-assembler

Apply graph theory to decompose large UIs into optimal rendering subgraphs.

Model relationships and graph queries.

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

Graph Grafting Skill

Convert problem descriptions into graph representations

Comprehensive design engine for UI/UX, Print, and Social Media. Includes automated image resizing tools, contrast calculators, and 2026 strategic frameworks.

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

graphics-rendering

Context-efficient Git and Graphite workflows for Claude Code. Automatically delegates verbose git/Graphite CLI operations to isolated subagents, reducing context pollution by 225x. Use when working with git operations, Graphite stacked diffs, or any git workflow that produces verbose output. Prevents context window exhaustion by automatically applying delegation patterns via SessionStart hooks.

Workflow for using Graphiti MCP tools to capture preferences, procedures, and facts consistently.

Knowledge graph operations via Graphiti API. Search facts, add episodes, and extract entities/relationships.

Auto-activates when user mentions GraphQL, schema design, resolvers, queries, mutations, or Apollo. Expert in designing scalable GraphQL APIs with best practices.

graphql-api

Build React apps with Apollo Client - queries, mutations, cache, and subscriptions

Build production GraphQL servers with Apollo Server, plugins, and federation

Best practices for using GraphQL and Apollo Client in the project to avoid common errors.

GraphQL schema design, resolvers, and client integration. Use for building GraphQL APIs and front-end queries.

Expert-level GraphQL API development with schema design, resolvers, and subscriptions

Master GraphQL core concepts - types, queries, mutations, and subscriptions

Builds APIs with GraphQL including schemas, queries, mutations, resolvers, and client integration. Use when designing flexible APIs, fetching related data, or implementing real-time subscriptions.

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Design schemas, resolvers, and subscriptions.

Use when designing GraphQL schemas with type system, SDL patterns, field design, pagination, directives, and versioning strategies for maintainable and scalable APIs.

Build efficient, type-safe GraphQL APIs with proper schema design and resolver patterns.

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Secure GraphQL APIs - authentication, authorization, rate limiting, and validation

GraphRAG implementation patterns for hybrid search, Text2Cypher, and agentic retrieval. Use when implementing RAG workflows with Neo4j.

Create complex graph visualizations using Graphviz DOT language, with both source code and pre-rendered images.

Query electricity grid data from US Independent System Operators (ISOs) using the GridStatus.io API. Access real-time and historical data for load, pricing (LMP), generation, fuel mix, and more.

Design guide RNAs for CRISPR-Cas9/Cas12a experiments using CRISPRscan and local scoring algorithms. Score guides for on-target activity using Rule Set 2 and Azimuth models. Use when designing sgRNAs for gene knockout, activation, or repression experiments.

growth-at-scale

Complex GSAP timelines including labels, callbacks, nested timelines, and position parameters. Use when orchestrating multi-step animations, building animation sequences, or creating coordinated motion. Essential for cinematic animations and complex UI choreography.

Gather phase context through adaptive questioning before planning

Autonomous task execution from GTD.md items. Use when processing GTD tasks, call prep, outreach, or podcast preparation.

B2B go-to-market strategy, pricing models, ICP development, positioning, and competitive intelligence. Use when planning GTM strategy, setting pricing, defining ICP, or evaluating opportunities.

Comprehensive design principles and best practices for creating beautiful, functional GUI applications including dashboards, web apps, and mobile apps

Builds and maintains cumulative guidance inventory for a company. Use when collecting historical guidance, updating guidance after earnings, preparing context for prediction/attribution workflows, or when user asks about company outlook, earnings guidance, management expectations, forward forecasts, or FY/quarterly targets.

GNU Scheme interpreter (67K lines info).

ha-button-cards

ha-conditional-cards

ha-custom-cards