83,201 skills sorted by stars.
Unreal Engine Niagara VFX skill for particle simulations, GPU sprites, and procedural visual effects.
Unreal Engine Sequencer skill for cinematics, camera cuts, and in-game cutscenes.
Open-world and environment specialist - Masters UE5 World Partition, Landscape, procedural foliage, HLOD, and large-scale level st...
Use when reviewing unsafe code or writing FFI. Keywords: unsafe, raw pointer, FFI, extern, transmute, *mut, *const, union, #[repr(...
CRITICAL: Use for unsafe Rust code review and FFI. Triggers on: unsafe, raw pointer, FFI, extern, transmute, *mut, *const, union,...
Comprehensive review of unsafe code — audits safety invariants, demands benchmark+ASM proof of performance benefit, and verifies M...
Expert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA/QLoRA optimization
Unsloth-core provides the foundational framework for accelerating Large Language Model (LLM) fine-tuning. It leverages specialized...
Unsloth-cpt provides specific optimizations for Continued Pretraining (CPT) and domain adaptation. It addresses the critical need...
Unsloth-datasets provides tools to prepare and optimize data for fine-tuning. Key features include standardizing external datasets...
Direct Preference Optimization (DPO) in Unsloth provides a way to align models with human preferences using paired data (chosen/re...
Performing full fine-tuning (FFT) in Unsloth with 100% exact weight updates and optimized gradient checkpointing. Triggers include...
Unsloth provides a streamlined method to export fine-tuned models directly to GGUF format. It features "Dynamic 2.0" quantization,...
Unsloth-grpo enables training of reasoning models using Group Relative Policy Optimization (GRPO). This technique replaces traditi...
Unsloth models can be deployed using native optimized inference or through production serving engines like vLLM and SGLang. Native...
Unsloth enables training on extreme context lengths (up to 89K+ on a single 80GB GPU) by utilizing manually derived Triton kernels...
Configuring and optimizing 16-bit Low-Rank Adaptation (LoRA) and Rank-Stabilized LoRA (rsLoRA) for efficient LLM fine-tuning using...
Unsloth supports a wide range of state-of-the-art model architectures, providing pre-quantized Hub variants and optimized kernels...
Unsloth-orpo facilitates one-step preference alignment using Odds Ratio Preference Optimization (ORPO). Unlike DPO, which requires...
Unsloth-qlora enables the fine-tuning of large-scale models (up to 70B parameters) on consumer-grade hardware. It utilizes dynamic...
Unsloth utilizes advanced quantization techniques to reduce the memory footprint of LLM fine-tuning. This includes "Dynamic 4-bit"...
Supervised fine-tuning using SFTTrainer, instruction formatting, and multi-turn dataset preparation with triggers like sft, instru...
Unsloth supports fine-tuning for Speech-to-Text (STT) models like OpenAI Whisper. By applying its optimized LoRA pipeline to Whisp...
Fine-tune LLMs with Unsloth using GRPO or SFT. Supports FP8, vision models, mobile deployment, Docker, packing, GGUF export. Use w...
Unsloth-tts brings the library's performance optimizations to speech synthesis models. Specifically optimized for the Llama-based...
Unsloth-vision provides optimized support for fine-tuning multimodal models like Llama 3.2 Vision and Qwen2.5 VL. It allows granul...
Integration skill for searching and fetching high-quality, free-to-use professional photography from Unsplash.
Manifold of points diverging from equilibrium
Mine unstructured clinical text from MIMIC-IV to extract diagnostic logic and treatment details
Generate synthetic PDF documents for RAG and unstructured data use cases. Use when creating test PDFs, demo documents, or evaluati...
This prompt sets the assistant’s role as a narrative storyteller and instructs it to produce vivid, engaging stories driven by sce...
Use after unwind:start to orchestrate layer-by-layer analysis using specialist subagents
Play/Coplay arena theory for autopoietic closure with GF(3) conservation
Replace time with color chain derivations via seed chaining
Self-inverse derivation patterns where ι∘ι = id for frame-invariant self
Extract Chrome extension (.crx) files. Use when user needs to unzip, extract, or decompress a .crx file. Handles Chrome's special...
Fetch real, current API docs and verify package versions before installing packages, calling external APIs, using SDKs, or integra...
Real-time cryptocurrency price lookup from Upbit (Korean KRW exchange). Use when user asks for Korean crypto prices, Upbit prices,...
Automatically update Clawdbot and all installed skills once daily. Runs via cron, checks for updates, applies them, and messages t...
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