Find the best CLAUDE.md, AGENTS.md and Claude skills

Clay-HHKSkill

review-response

Clay-HHK/claude-skills/review-response/SKILL.md

Systematic review response workflow from comment analysis to professional rebuttal writing. Use when the user asks to "write rebuttal", "respond to reviewers", "draft review response", or "analyze review comments". Improves paper acceptance rates.

Clay-HHKSkill

rwkv-architecture

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

RNN+Transformer hybrid with O(n) inference. Linear time, infinite context, no KV cache. Train like GPT (parallel), infer like RNN (sequential). Linux Foundation AI project. Production at Windows, Office, NeMo. RWKV-7 (March 2025). Models up to 14B parameters.

Clay-HHKSkill

sparse-autoencoder-training

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

Provides guidance for training and analyzing Sparse Autoencoders (SAEs) using SAELens to decompose neural network activations into interpretable features. Use when discovering interpretable features, analyzing superposition, or studying monosemantic representations in language models.

Clay-HHKSkill

segment-anything-model

Clay-HHK/claude-skills/segment-anything/SKILL.md

Foundation model for image segmentation with zero-shot transfer. Use when you need to segment any object in images using points, boxes, or masks as prompts, or automatically generate all object masks in an image.

Often used withpopular-web-designs·himalaya·blogwatcher

Clay-HHKSkill

sentencepiece

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

Language-independent tokenizer treating text as raw Unicode. Supports BPE and Unigram algorithms. Fast (50k sentences/sec), lightweight (6MB memory), deterministic vocabulary. Used by T5, ALBERT, XLNet, mBART. Train on raw text without pre-tokenization. Use when you need multilingual support, CJK languages, or reproducible tokenization.

Clay-HHKSkill

sentence-transformers

Clay-HHK/claude-skills/sentence-transformers/SKILL.md

Framework for state-of-the-art sentence, text, and image embeddings. Provides 5000+ pre-trained models for semantic similarity, clustering, and retrieval. Supports multilingual, domain-specific, and multimodal models. Use for generating embeddings for RAG, semantic search, or similarity tasks. Best for production embedding generation.

Clay-HHKSkill

sglang

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

Fast structured generation and serving for LLMs with RadixAttention prefix caching. Use for JSON/regex outputs, constrained decoding, agentic workflows with tool calls, or when you need 5× faster inference than vLLM with prefix sharing. Powers 300,000+ GPUs at xAI, AMD, NVIDIA, and LinkedIn.

Clay-HHKSkill

simpo-training

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

Simple Preference Optimization for LLM alignment. Reference-free alternative to DPO with better performance (+6.4 points on AlpacaEval 2.0). No reference model needed, more efficient than DPO. Use for preference alignment when want simpler, faster training than DPO/PPO.

Clay-HHKSkill

skill-creator

Clay-HHK/claude-skills/skill-creator/SKILL.md

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

Often used withtaskflow-inbox-triage·mermaid-diagram-generator·ecosystem-reference

Clay-HHKSkill

Skill Development

Clay-HHK/claude-skills/skill-development/SKILL.md

This skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill", "improve skill description", "organize skill content", or needs guidance on skill structure, progressive disclosure, or skill development best practices for Claude Code plugins.

Often used withCommand Development·Plugin Settings·Hook Development

Clay-HHKSkill

skill-improver

Clay-HHK/claude-skills/skill-improver/SKILL.md

This skill should be used when the user asks to "apply skill improvements", "update skill from plan", "execute improvement plan", "fix skill issues", "implement skill recommendations", or mentions applying improvements from quality review reports. Reads improvement-plan-{name}.md files generated by skill-quality-reviewer and intelligently merges and executes the suggested changes to improve Claude Skills quality.

Clay-HHKSkill

skill-quality-reviewer

Clay-HHK/claude-skills/skill-quality-reviewer/SKILL.md

This skill should be used when the user asks to "analyze skill quality", "evaluate this skill", "review skill quality", "check my skill", or "generate quality report". Evaluates local skills across description quality, content organization, writing style, and structural integrity.

Clay-HHKSkill

slack-gif-creator

Clay-HHK/claude-skills/slack-gif-creator/SKILL.md

Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like "make me a GIF of X doing Y for Slack.

Often used withacademy-guide·skill-share·raffle-winner-picker

Clay-HHKSkill

slime-rl-training

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

Provides guidance for LLM post-training with RL using slime, a Megatron+SGLang framework. Use when training GLM models, implementing custom data generation workflows, or needing tight Megatron-LM integration for RL scaling.

Clay-HHKSkill

speculative-decoding

Clay-HHK/claude-skills/speculative-decoding/SKILL.md

Accelerate LLM inference using speculative decoding, Medusa multiple heads, and lookahead decoding techniques. Use when optimizing inference speed (1.5-3.6× speedup), reducing latency for real-time applications, or deploying models with limited compute. Covers draft models, tree-based attention, Jacobi iteration, parallel token generation, and production deployment strategies.

Clay-HHKSkill

stable-diffusion-image-generation

Clay-HHK/claude-skills/stable-diffusion/SKILL.md

State-of-the-art text-to-image generation with Stable Diffusion models via HuggingFace Diffusers. Use when generating images from text prompts, performing image-to-image translation, inpainting, or building custom diffusion pipelines.

Clay-HHKSkill

start-my-day

Clay-HHK/claude-skills/start-my-day/skill.md

论文阅读工作流启动 - 生成今日论文推荐笔记

Clay-HHKSkill

template-skill

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

Replace with description of the skill and when Claude should use it.

Often used withskill-share·aesthetic·artifacts-builder

Clay-HHKSkill

tensorboard

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

Visualize training metrics, debug models with histograms, compare experiments, visualize model graphs, and profile performance with TensorBoard - Google's ML visualization toolkit

Clay-HHKSkill

tensorrt-llm

Clay-HHK/claude-skills/tensorrt-llm/SKILL.md

Optimizes LLM inference with NVIDIA TensorRT for maximum throughput and lowest latency. Use for production deployment on NVIDIA GPUs (A100/H100), when you need 10-100x faster inference than PyTorch, or for serving models with quantization (FP8/INT4), in-flight batching, and multi-GPU scaling.