Claude skills and agent skills

Clay-HHKSkill

theme-factory

Clay-HHK/claude-skills/theme-factory/SKILL.md

Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly.

Often used withskill-share·context7-efficient·academy-guide

Clay-HHKSkill

torchforge-rl-training

Clay-HHK/claude-skills/torchforge/SKILL.md

Provides guidance for PyTorch-native agentic RL using torchforge, Meta's library separating infra from algorithms. Use when you want clean RL abstractions, easy algorithm experimentation, or scalable training with Monarch and TorchTitan.

Clay-HHKSkill

distributed-llm-pretraining-torchtitan

Clay-HHK/claude-skills/torchtitan/SKILL.md

Provides PyTorch-native distributed LLM pretraining using torchtitan with 4D parallelism (FSDP2, TP, PP, CP). Use when pretraining Llama 3.1, DeepSeek V3, or custom models at scale from 8 to 512+ GPUs with Float8, torch.compile, and distributed checkpointing.

Clay-HHKSkill

transformer-lens-interpretability

Clay-HHK/claude-skills/transformer-lens/SKILL.md

Provides guidance for mechanistic interpretability research using TransformerLens to inspect and manipulate transformer internals via HookPoints and activation caching. Use when reverse-engineering model algorithms, studying attention patterns, or performing activation patching experiments.

Clay-HHKSkill

fine-tuning-with-trl

Clay-HHK/claude-skills/trl-fine-tuning/SKILL.md

Fine-tune LLMs using reinforcement learning with TRL - SFT for instruction tuning, DPO for preference alignment, PPO/GRPO for reward optimization, and reward model training. Use when need RLHF, align model with preferences, or train from human feedback. Works with HuggingFace Transformers.

Clay-HHKSkill

ui-ux-pro-max

Clay-HHK/claude-skills/ui-ux-pro-max/SKILL.md

UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, mobile app, .html, .tsx, .vue, .svelte. Elements: button, modal, navbar, sidebar, card, table, form, chart. Styles: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, flat design. Topics: color palette, accessibility, animation, layout, typography, font pairing, spacing, hover, shadow, gradient. Integrations: shadcn/ui MCP for component search and examples.

Often used withstock_analysis·ckm:design-system·banner-design

Clay-HHKSkill

unsloth

Clay-HHK/claude-skills/unsloth/SKILL.md

Expert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA/QLoRA optimization

Clay-HHKPipes a download into a shellSkill

uv-package-manager

Clay-HHK/claude-skills/uv-package-manager/SKILL.md

Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimizing Python development workflows with uv.

Clay-HHKSkill

verification-loop

Clay-HHK/claude-skills/verification-loop/SKILL.md

This skill should be used when the user asks to "verify code", "run verification", "check quality", "validate changes", or before creating a PR. Provides comprehensive verification including build, type check, lint, tests, security scan, and diff review.

Often used witheverything-claude-code·everything-claude-code-conventions·agent-sort

Clay-HHKSkill

verl-rl-training

Clay-HHK/claude-skills/verl/SKILL.md

Provides guidance for training LLMs with reinforcement learning using verl (Volcano Engine RL). Use when implementing RLHF, GRPO, PPO, or other RL algorithms for LLM post-training at scale with flexible infrastructure backends.

Clay-HHKSkill

serving-llms-vllm

Clay-HHK/claude-skills/vllm/SKILL.md

Serves LLMs with high throughput using vLLM's PagedAttention and continuous batching. Use when deploying production LLM APIs, optimizing inference latency/throughput, or serving models with limited GPU memory. Supports OpenAI-compatible endpoints, quantization (GPTQ/AWQ/FP8), and tensor parallelism.

Clay-HHKSkill

webapp-testing

Clay-HHK/claude-skills/webapp-testing/SKILL.md

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

Often used withacademy-guide·skill-share·intelligent-routing

Clay-HHKSkill

web-artifacts-builder

Clay-HHK/claude-skills/web-artifacts-builder/SKILL.md

Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.

Clay-HHKSkill

web-design-reviewer

Clay-HHK/claude-skills/web-design-reviewer/SKILL.md

This skill enables visual inspection of websites running locally or remotely to identify and fix design issues. Triggers on requests like "review website design", "check the UI", "fix the layout", "find design problems". Detects issues with responsive design, accessibility, visual consistency, and layout breakage, then performs fixes at the source code level.

Clay-HHKSkill

whisper

Clay-HHK/claude-skills/whisper/SKILL.md

OpenAI's general-purpose speech recognition model. Supports 99 languages, transcription, translation to English, and language identification. Six model sizes from tiny (39M params) to large (1550M params). Use for speech-to-text, podcast transcription, or multilingual audio processing. Best for robust, multilingual ASR.

Clay-HHKSkill

writing-anti-ai

Clay-HHK/claude-skills/writing-anti-ai/SKILL.md

This skill should be used when the user asks to "remove AI writing patterns", "humanize this text", "make this sound more natural", "remove AI-generated traces", "fix robotic writing", or needs to eliminate AI writing patterns from prose. Supports both English and Chinese text. Based on Wikipedia's "Signs of AI writing" guide, detects and fixes inflated symbolism, promotional language, superficial -ing analyses, vague attributions, AI vocabulary, negative parallelisms, and excessive conjunctive phrases.

Clay-HHKSkill

xlsx

Clay-HHK/claude-skills/xlsx/SKILL.md

Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas

Often used withVideo Generation·gift-evaluator·stock_analysis