Claude skills and agent skills

Clay-HHKSkill

daily-coding

Clay-HHK/claude-skills/daily-coding/SKILL.md

Daily coding assistant that auto-triggers when writing/modifying code, providing a core checklist.

Clay-HHKSkill

daily-paper-generator

Clay-HHK/claude-skills/daily-paper-generator/SKILL.md

Use when the user asks to "generate daily paper", "search arXiv for EEG papers", "find EEG decoding papers", "review brain-computer interface papers", or wants to create paper summaries for EEG/brain decoding/speech decoding research. This skill automates searching arXiv for recent papers on EEG decoding, EEG speech decoding, or brain foundation models, reviewing paper quality, and generating structured Chinese/English summaries.

Clay-HHKSkill

deepspeed

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

Expert guidance for distributed training with DeepSpeed - ZeRO optimization stages, pipeline parallelism, FP16/BF16/FP8, 1-bit Adam, sparse attention

Clay-HHKSkill

doc-coauthoring

Clay-HHK/claude-skills/doc-coauthoring/SKILL.md

Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.

Often used withcontext7-efficient·academy-guide·web-artifacts-builder

Clay-HHKSkill

docx

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

Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks

Often used withVideo Generation·gift-evaluator·stock_analysis

Clay-HHKSkill

extract-paper-images

Clay-HHK/claude-skills/extract-paper-images/skill.md

从论文中提取图片，优先从arXiv源码包获取真正的论文图

Clay-HHKSkill

faiss

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

Facebook's library for efficient similarity search and clustering of dense vectors. Supports billions of vectors, GPU acceleration, and various index types (Flat, IVF, HNSW). Use for fast k-NN search, large-scale vector retrieval, or when you need pure similarity search without metadata. Best for high-performance applications.

Clay-HHKSkill

optimizing-attention-flash

Clay-HHK/claude-skills/flash-attention/SKILL.md

Optimizes transformer attention with Flash Attention for 2-4x speedup and 10-20x memory reduction. Use when training/running transformers with long sequences (>512 tokens), encountering GPU memory issues with attention, or need faster inference. Supports PyTorch native SDPA, flash-attn library, H100 FP8, and sliding window attention.

Clay-HHKSkill

frontend-design

Clay-HHK/claude-skills/frontend-design/SKILL.md

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.

Often used withinstantly-campaign·ecosystem-reference·brief-to-tasks

Clay-HHKSkill

gguf-quantization

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

GGUF format and llama.cpp quantization for efficient CPU/GPU inference. Use when deploying models on consumer hardware, Apple Silicon, or when needing flexible quantization from 2-8 bit without GPU requirements.

Clay-HHKSkill

gptq

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

Post-training 4-bit quantization for LLMs with minimal accuracy loss. Use for deploying large models (70B, 405B) on consumer GPUs, when you need 4× memory reduction with <2% perplexity degradation, or for faster inference (3-4× speedup) vs FP16. Integrates with transformers and PEFT for QLoRA fine-tuning.

Clay-HHKSkill

grpo-rl-training

Clay-HHK/claude-skills/grpo-rl-training/SKILL.md

Expert guidance for GRPO/RL fine-tuning with TRL for reasoning and task-specific model training

Clay-HHKSkill

hqq-quantization

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

Half-Quadratic Quantization for LLMs without calibration data. Use when quantizing models to 4/3/2-bit precision without needing calibration datasets, for fast quantization workflows, or when deploying with vLLM or HuggingFace Transformers.

Clay-HHKSkill

huggingface-tokenizers

Clay-HHK/claude-skills/huggingface-tokenizers/SKILL.md

Fast tokenizers optimized for research and production. Rust-based implementation tokenizes 1GB in <20 seconds. Supports BPE, WordPiece, and Unigram algorithms. Train custom vocabularies, track alignments, handle padding/truncation. Integrates seamlessly with transformers. Use when you need high-performance tokenization or custom tokenizer training.

Clay-HHKSkill

humanizer

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

Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases.

Clay-HHKSkill

instructor

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

Extract structured data from LLM responses with Pydantic validation, retry failed extractions automatically, parse complex JSON with type safety, and stream partial results with Instructor - battle-tested structured output library

Clay-HHKSkill

internal-comms

Clay-HHK/claude-skills/internal-comms/SKILL.md

A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).

Often used withskill-share·academy-guide·slack-gif-creator

Clay-HHKSkill

kaggle-learner

Clay-HHK/claude-skills/kaggle-learner/SKILL.md

This skill should be used when the user asks to "learn from Kaggle", "study Kaggle solutions", "analyze Kaggle competitions", or mentions Kaggle competition URLs. Provides access to extracted knowledge from winning Kaggle solutions across NLP, CV, time series, tabular, and multimodal domains.

Clay-HHKSkill

knowledge-distillation

Clay-HHK/claude-skills/knowledge-distillation/SKILL.md

Compress large language models using knowledge distillation from teacher to student models. Use when deploying smaller models with retained performance, transferring GPT-4 capabilities to open-source models, or reducing inference costs. Covers temperature scaling, soft targets, reverse KLD, logit distillation, and MiniLLM training strategies.

Clay-HHKSkill

implementing-llms-litgpt

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

Implements and trains LLMs using Lightning AI's LitGPT with 20+ pretrained architectures (Llama, Gemma, Phi, Qwen, Mistral). Use when need clean model implementations, educational understanding of architectures, or production fine-tuning with LoRA/QLoRA. Single-file implementations, no abstraction layers.