Productivity skills

This skill helps scientists select and refine research problems by guiding ideation, risk assessment, and strategic planning through structured conversations.

This skill helps you manage isolated dev environments with git worktrees and tmux by delegating to the project session manager.

This skill guides you through configuring Slack incoming webhooks and channels to deliver alerts when sessions end or tasks complete.

This skill generates article cover images with 5-dimension customization (type, palette, rendering, text, mood) across aspect ratios to enhance engagement.

This skill formats plain text or markdown with frontmatter, headings, bold, lists, and code blocks to produce clean, well-structured {filename}-formatted.md.

This skill helps you master Bash/Linux patterns and commands for efficient scripting, file handling, and process control on macOS and Linux.

This skill helps you select art styles, optimize asset pipelines, and apply color and animation principles to accelerate game art workflows.

This skill helps you design engaging games by applying core loop, GDD structure, player psychology, and balanced progression.

This skill analyzes a codebase and suggests Claude Code automations across hooks, subagents, skills, plugins, and MCP servers to optimize setup.

This skill provides expert guidance for distributed training with DeepSpeed, covering ZeRO, pipeline parallelism, FP16/BF16/FP8, and optimization best

This skill helps you track ML experiments, visualize training, sweep hyperparameters, and manage models using Weights & Biases for streamlined MLOps.

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

This skill helps you accelerate RL-based LLM post-training with slime's Megatron-LM and SGLang for scalable data generation and rollout.

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

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

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 enforce structured generation with regex and grammars, guaranteeing valid JSON/XML/code and guiding multi-step workflows.

This skill helps you build powerful RAG applications by ingesting documents, indexing data, and querying with LlamaIndex.

This skill guides fine-tuning LLMs with TRL for instruction tuning, preference alignment, and reward-based optimization, aligning models to human feedback.