Research skills

This skill fine-tunes and evaluates OpenVLA-OFT policies for robot action generation with LoRA and FiLM conditioning.

This skill speeds high-performance RLHF training for large models with Ray and vLLM acceleration, simplifying distributed PPO GRPO DPO workflows

This skill helps you train large-scale Mixture of Experts models with DeepSpeed or HuggingFace efficiently, reducing compute while expanding capacity.

This skill helps you quantize large language models to 8-bit or 4-bit with minimal accuracy loss to reduce memory and speed up inference.

This skill helps you optimize large-scale LLM training with Megatron-Core, enabling efficient 2B-462B parameter models using advanced parallelism.

This skill helps you learn transformer basics by guiding you through nanoGPT style GPT-2 reproduction, training, and experimentation for educational purposes.

This skill guides reinforcement learning based training of large language models using verl across PPO, GRPO, and other RL algorithms.

This skill helps you generate high-quality images from text prompts, perform image-to-image tasks, and optimize diffusion workflows with Stable Diffusion.

This skill helps generate high-quality embeddings for semantic search and retrieval using sentence-transformers, enabling efficient RAG, clustering, and

This skill accelerates LLM inference using speculative decoding, Medusa heads, and lookahead techniques to boost speed and reduce latency.

This skill helps you build complex AI systems with declarative LM programming, automatic prompt optimization and modular RAG pipelines for reliable outputs.

This skill helps you train and analyze Sparse Autoencoders with SAELens to extract interpretable, monosemantic features from neural activations.

This skill automates end-to-end AI research projects by managing loops, literature search, experiments, and synthesis to guide direction and produce papers.

This skill helps you craft value-based SaaS pricing, packaging, and monetization strategies that maximize growth and customer willingness to pay.

This skill helps you create comprehensive competitor comparison and alternative pages that boost SEO and sales enablement.

This skill helps craft product marketing strategy and PMM deliverables, including ICPs, positioning, competitive intel, and launch plans for GTM success.

This skill helps Senior UX Designers generate data-driven personas, map journeys, plan usability tests, and synthesize findings into actionable design

This skill generates comprehensive implementation plans with objectives, tasks, verification criteria, risks, and alternatives to guide complex projects.

This skill guides you in creating effective AI skills, outlining workflows, tools, and domain knowledge for reliable, reusable capabilities.

This skill researches topics from the last 30 days across Reddit, X, YouTube, and the web and delivers copy-paste-ready summaries.

This skill helps you apply property-based testing to serialization, parsing, validation, and smart contracts to improve coverage.