skyllwtCommunity·47 Agent Skills Included

AutoSci

AI research agent that reads, experiments, and writes papers

Automates the full scientific research lifecycle: ingesting papers into a persistent knowledge wiki, generating and validating ideas, designing and running experiments, and drafting LaTeX papers. Eliminates manual literature tracking, scattered notes, and repetitive experiment setup with a memory that compounds across projects. Includes daily arXiv recommendations, novelty checks, cross-model reviews, rebuttal drafting, and poster generation.

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npx skills add skyllwt/AutoSci --all -g -y

Available:

Defines the runtime contract for the AI agent: wiki directory layout, wikilink syntax, hard rules on read-only zones and bidirectional links, and where to find schema, templates, and write-permission policies when executing skills.

All Skills in This Repository (47)

Pure Emerald Level Indicators

📦 In Repo

skyllwt

research

Orchestrate multi-stage research workflows with resumable progress and asynchronous experiment execution.

/daily-arxiv

Generate daily arXiv paper digests matched to wiki interests.

/init

Orchestrate ΩmegaWiki initialization and parallel paper ingestion from raw sources.

exp-design

Design end-to-end experiment suites with ablation-driven iterative refinement for wiki-based research workflows.

paper-draft

Generate a compilable LaTeX paper from PAPER_PLAN and wiki pages.

/discover

Rank candidate research papers from anchor, topic, wiki, or venue inputs.

ask

Retrieve and synthesize wiki pages into cited answers for research questions.

/setup

Configure missing Semantic Scholar, DeepXiv, and Review LLM API keys in `.env`.

/exp-pilot-run

Execute pilot experiments from Pilot Spec YAML and return raw metrics.

/exp-status

Check local screen sessions and remote endpoints for experiment status anomalies.

visualize

Generate Obsidian graph configurations and Canvas knowledge maps from OmegaWiki JSONL data.

/paper-compile

Compile LaTeX papers with latexmk and generate a submission checklist.

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Frequently Asked Questions

FAQPage Schema

How to install AutoSci?▼

Run `npx skills add skyllwt/AutoSci --all -g -y` in your terminal to install all skills in this suite globally.

What does AutoSci do for researchers?▼

It runs the full research pipeline: ingesting papers into a knowledge wiki, generating and scoring ideas, designing and executing experiments, and drafting submittable LaTeX papers.

Can AutoSci recommend new papers to read?▼

Yes. The daily-arxiv and discover skills rank fresh arXiv papers and venue proceedings against your existing wiki interests and deliver a personalized shortlist.

Does AutoSci work with Claude Code and Codex?▼

Yes. The main branch targets Claude Code, and separate preview branches provide Codex and OpenCode adaptations, all driven by the same bilingual skill source.

Do I need coding skills to use AutoSci?▼

No. You describe your research direction in plain language, and the agent handles paper ingestion, experiment code, and paper writing, asking for your confirmation at key gates.