ResearAICommunity·21 Agent Skills Included

DeepScientist

Autonomous local research studio from baselines to paper drafts

Runs long-horizon research projects locally, from literature scouting and baseline reproduction to experiments, analysis, and paper writing. Eliminates scattered results, broken baseline setups, and lost context by storing every quest as one Git repository with durable artifacts and memory. Guides AI agents through staged skills like scout, baseline, experiment, write, review, and rebuttal so research keeps moving with human takeover anytime.

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npx skills add ResearAI/DeepScientist --all -g -y

Available:

Tells the AI agent how to run the DeepScientist research loop: route work through stage skills, keep one quest per Git repository, and execute all terminal actions only through the approved bash_exec tool.

All Skills in This Repository (21)

Pure Emerald Level Indicators

📦 In Repo

ResearAI

write

Generate publication-ready paper drafts from validated quest evidence.

optimize

Shape and govern end-to-end optimization workflows for algorithm-first quests.

baseline

Standardize a reference object for quest evaluation with plan and checklist requirements.

analysis-campaign

Coordinate code-based follow-up analyses with campaign plans and per-slice runs.

scout

Clarify quest framing by outlining objectives, data requirements, and evaluation criteria.

idea

Convert a baseline and problem frame into literature-grounded research directions.

review

Audits drafts and papers for evidence-grounded critique and produces a revision plan.

figure-polish

Polish research figures using a render-inspect-revise workflow and Matplotlib style.

alphaxiv-paper-lookup

Fetch structured AI-generated overviews of arXiv papers from alphaxiv.org.

experiment

Plan, execute, and log auditable quest experiments with PLAN.md and CHECKLIST.md.

decision

Creates canonical records for quest decisions with verdicts, actions, and evidence paths.

finalize

Consolidate final claims, limitations, recommendations, and graph exports for quest closure.

Community

Advanced

Frequently Asked Questions

FAQPage Schema

How to install DeepScientist?▼

Run `npx skills add ResearAI/DeepScientist --all -g -y` in your terminal to install the full skill suite globally.

What does DeepScientist actually do?▼

It is a local-first autonomous research studio that takes a paper, repo, or research question and drives it through baselines, experiments, analysis, and paper drafts on your own machine.

Can DeepScientist reproduce a baseline from a paper?▼

Yes. The baseline skill attaches, imports, or reproduces a comparator, verifies its metrics, and records a durable comparison contract before any experiment starts.

Which AI agents work with DeepScientist?▼

It ships built-in runners for Codex, Claude Code, Kimi Code, and OpenCode, and all skills follow the standard SKILL.md format.

Can I take over from the AI during a research quest?▼

Yes. You can pause, edit plans or code, inspect every artifact in the web workspace or TUI, and hand control back to the agent at any time.