Ml Paper Writing

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.

Doc Coauthoring

anthropics

Featured

Guides users through a three-stage workflow to co-author documentation, proposals, specs and decision docs.

Writing Guidelines

vercel-labs

Featured

Reviews documentation and prose against fetched Writing Guidelines and reports style findings.

Job Post Builder

anthropics

Featured

Builds a hiring packet — job post, interview guide with rubrics, and offer letter template — from a role brief.

Write Spec

anthropics

Featured

Turns a feature idea or problem statement into a structured PRD with goals, user stories, requirements and metrics.

Draft Content

anthropics

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Drafts marketing content such as blog posts, social posts, newsletters, landing pages, press releases and case studies.

Brand Voice Enforcement

anthropics

Featured

Applies existing brand voice guidelines to sales and marketing content, then explains the brand choices made.