Llama Factory

Speculative Decoding

orchestra-research

Guides accelerating LLM inference with speculative decoding, Medusa multi-head prediction, and lookahead decoding.

Systems Paper Writing

orchestra-research

Guides paragraph-level structure and page budgets for writing systems conference papers such as OSDI, SOSP, ASPLOS and NSDI.

Moe Training

orchestra-research

Guides training and inference of Mixture of Experts models with DeepSpeed or HuggingFace, covering routing, load balancing and expert parallelism.

Presenting Conference Talks

orchestra-research

Generates conference presentation slides (Beamer LaTeX PDF and editable PPTX) from a compiled paper with speaker notes and talk script. Use when preparing oral talks, spotlight presentations, or invited talks for ML and systems conferences.

Model Pruning

orchestra-research

Guides LLM pruning with Wanda, SparseGPT, magnitude and N:M methods to cut model size and speed inference.

Outlines

orchestra-research

Guides use of the Outlines library for structured, schema-constrained text generation with local models.

Ppt Template Creator

anthropics

Featured

Turns a user's PowerPoint template into a reusable skill that generates branded presentations.

Skill Development

anthropics

Featured

Guides creation of Claude Code plugin skills, covering structure, descriptions, progressive disclosure and validation.

Plugin Structure

anthropics

Featured

Guides the structure, manifest, and component layout of Claude Code plugins.

Command Development

anthropics

Featured

Guides creation of Claude Code slash commands, covering structure, YAML frontmatter, arguments and plugin features.

Claude Md Improver

anthropics

Featured

Audits CLAUDE.md files in a repository, scores their quality, and applies approved targeted improvements.

Find Skills

vercel-labs

Featured

Guides discovery, quality checking and installation of agent skills via the npx skills CLI.