Docs skills

This skill helps you streamline PyTorch Lightning training, automate distributed execution, and reduce boilerplate for scalable, reproducible experiments.

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

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

This skill enables memory-efficient fine-tuning of large language models using LoRA, QLoRA, and adapters to save GPU memory.

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 helps you draft publication-ready ML papers for top conferences by providing proactive drafting, citation verification, LaTeX templates, and

This skill provides expert guidance for fine-tuning LLaMA models with Llama-Factory, covering APIs, setup, and best practices for multimodal, 8-bit QLoRA

This skill guides researchers through structured ideation frameworks to uncover high-impact research directions, offering actionable prompts and evaluation

This skill helps you generate music or sounds from text descriptions using AudioCraft, enabling melody-conditioned and stereo audio output.

This skill analyzes and enforces API design best practices, helping teams ship consistent, well-documented, and future-proof REST APIs.

This skill automatically analyzes your git changes to generate a comprehensive PR description and creates the PR via GitHub CLI.

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 creates GitHub issues using gh with repository templates, automatically filling fields, labels, assignees, milestones, and draft options.

This skill helps you create and manage agents for the code-forge project by structuring .md agent files with YAML frontmatter.

This skill helps you extract tables, summarize content, and analyze PDF metadata to reveal structured insights.

This skill generates comprehensive developer documentation from Kotlin code, including overview, API, examples, and configuration, improving clarity and

This skill helps you adopt modern CSS practices for responsive layouts, color systems, and animations, boosting maintainability and visual quality across

This skill generates conversational, PR-style progress summaries of ongoing work, highlighting why changes matter and key decisions with diagrams.

This skill updates template catalogs and UI prompts when new infographic templates are added, syncing lists across skill files and prompt references.