Claude skills and agent skills

Clay-HHKSkill

ml-paper-writing

Clay-HHK/claude-skills/20-ml-paper-writing/SKILL.md

Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying citations, or preparing camera-ready submissions. Includes LaTeX templates, reviewer guidelines, and citation verification workflows.

Often used withacademic-plotting

Clay-HHKSkill

huggingface-accelerate

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

Simplest distributed training API. 4 lines to add distributed support to any PyTorch script. Unified API for DeepSpeed/FSDP/Megatron/DDP. Automatic device placement, mixed precision (FP16/BF16/FP8). Interactive config, single launch command. HuggingFace ecosystem standard.

Clay-HHKSkill

Agent Development

Clay-HHK/claude-skills/agent-identifier/SKILL.md

This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent examples", "agent tools", "agent colors", "autonomous agent", or needs guidance on agent structure, system prompts, triggering conditions, or agent development best practices for Claude Code plugins.

Often used withCommand Development·Skill Development

Clay-HHKSkill

algorithmic-art

Clay-HHK/claude-skills/algorithmic-art/SKILL.md

Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.

Often used withfal-generate·academy-guide·slack-gif-creator

Clay-HHKSkill

architecture-design

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

Use ONLY when creating NEW registrable components in ML projects that require Factory/Registry patterns.

Clay-HHKSkill

audiocraft-audio-generation

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

PyTorch library for audio generation including text-to-music (MusicGen) and text-to-sound (AudioGen). Use when you need to generate music from text descriptions, create sound effects, or perform melody-conditioned music generation.

Clay-HHKReads credentialsSkill

autogpt-agents

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

Autonomous AI agent platform for building and deploying continuous agents. Use when creating visual workflow agents, deploying persistent autonomous agents, or building complex multi-step AI automation systems.

Clay-HHKSkill

awq-quantization

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

Activation-aware weight quantization for 4-bit LLM compression with 3x speedup and minimal accuracy loss. Use when deploying large models (7B-70B) on limited GPU memory, when you need faster inference than GPTQ with better accuracy preservation, or for instruction-tuned and multimodal models. MLSys 2024 Best Paper Award winner.

Clay-HHKSkill

axolotl

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

Expert guidance for fine-tuning LLMs with Axolotl - YAML configs, 100+ models, LoRA/QLoRA, DPO/KTO/ORPO/GRPO, multimodal support

Clay-HHKSkill

evaluating-code-models

Clay-HHK/claude-skills/bigcode-evaluation-harness/SKILL.md

Evaluates code generation models across HumanEval, MBPP, MultiPL-E, and 15+ benchmarks with pass@k metrics. Use when benchmarking code models, comparing coding abilities, testing multi-language support, or measuring code generation quality. Industry standard from BigCode Project used by HuggingFace leaderboards.

Clay-HHKSkill

quantizing-models-bitsandbytes

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

Quantizes LLMs to 8-bit or 4-bit for 50-75% memory reduction with minimal accuracy loss. Use when GPU memory is limited, need to fit larger models, or want faster inference. Supports INT8, NF4, FP4 formats, QLoRA training, and 8-bit optimizers. Works with HuggingFace Transformers.

Clay-HHKSkill

blip-2-vision-language

Clay-HHK/claude-skills/blip-2/SKILL.md

Vision-language pre-training framework bridging frozen image encoders and LLMs. Use when you need image captioning, visual question answering, image-text retrieval, or multimodal chat with state-of-the-art zero-shot performance.

Clay-HHKSkill

brand-guidelines

Clay-HHK/claude-skills/brand-guidelines/SKILL.md

Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.

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

Clay-HHKDeletes or force-pushesSkill

bug-detective

Clay-HHK/claude-skills/bug-detective/SKILL.md

This skill should be used when the user asks to "debug this", "fix this error", "investigate this bug", "troubleshoot this issue", "find the problem", "something is broken", "this isn't working", "why is this failing", or reports errors/exceptions/bugs. Provides systematic debugging workflow and common error patterns.

Clay-HHKSkill

canvas-design

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

Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.

Often used withacademy-guide·skill-share·artifacts-builder

Clay-HHKSkill

chroma

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

Open-source embedding database for AI applications. Store embeddings and metadata, perform vector and full-text search, filter by metadata. Simple 4-function API. Scales from notebooks to production clusters. Use for semantic search, RAG applications, or document retrieval. Best for local development and open-source projects.

Clay-HHKSkill

citation-verification

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

This skill provides reference guidance for citation verification in academic writing. Use when the user asks about "citation verification best practices", "how to verify references", "preventing fake citations", or needs guidance on citation accuracy. This skill supports ml-paper-writing by providing detailed verification principles and common error patterns.

Clay-HHKSkill

clip

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

OpenAI's model connecting vision and language. Enables zero-shot image classification, image-text matching, and cross-modal retrieval. Trained on 400M image-text pairs. Use for image search, content moderation, or vision-language tasks without fine-tuning. Best for general-purpose image understanding.

Clay-HHKSkill

code-review-excellence

Clay-HHK/claude-skills/code-review-excellence/SKILL.md

Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when reviewing pull requests, establishing review standards, or mentoring developers.

Clay-HHKSkill

Command Development

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

This skill should be used when the user asks to "create a slash command", "add a command", "write a custom command", "define command arguments", "use command frontmatter", "organize commands", "create command with file references", "interactive command", "use AskUserQuestion in command", or needs guidance on slash command structure, YAML frontmatter fields, dynamic arguments, bash execution in commands, user interaction patterns, or command development best practices for Claude Code.

Often used withPlugin Settings·Hook Development