Loading...
Loading...
Found 20 Skills
Design experiment plans with progressive stages — initial implementation, baseline tuning, creative research, and ablation studies. Plan baselines, datasets, hyperparameter sweeps, and evaluation metrics. Use when planning experiments for a research paper.
Make a demo of a research paper in a marimo notebook fully automatically without extra user input.
This skills helps agents to review and polish research papers written in LaTeX, focusing on writing clarity, grammar, LaTeX best practices, and document structure.
Search, read, and query research papers via the `alpha` CLI (alphaXiv-backed). Use when the user asks about academic papers, wants to find research on a topic, needs to read a specific paper, ask questions about a paper, inspect a paper's code repository, or manage paper annotations.
Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback.
Write and revise ML, CV, NLP, and systems research papers with strong claim-evidence flow. Use when drafting an abstract, introduction, related work, method, experiments, ablations, discussion, or rebuttal; structuring figures and tables; tightening reviewer-facing logic; or preparing a paper for submission. Triggers on: research paper, paper writing, academic writing, ML paper, CVPR paper, NeurIPS paper, ICLR paper, experiments section, rebuttal, abstract rewrite, contribution framing, reviewer response.
Draft or refine introduction sections for academic manuscripts using an interview-driven workflow. Use when the user needs to write or refine an introduction for research papers. Produces clear, flowing prose that establishes context, identifies gaps, frames research questions, previews methods, and articulates contributions. Follows a structured approach from phenomenon to theory to empirical contribution.
Drafts or revises a publication-ready research paper from RESEARCH.md, producing paper.md and refs.bib. Builds a clear claim-evidence narrative, writes in professional academic style, marks ungrounded claims [UNGROUNDED] and unverified citations [UNVERIFIED] inline, then auto-invokes review. Trigger phrases: "write paper", "draft paper", "revise paper", "start writing".