deep-lit-reader
AgentRead one arXiv paper in depth, write its wiki note, and emit a deep-lit result JSON.
Check whether the system environment satisfies prerequisites for running the research system.
Claude Code
$ npx -y skills add AutoResearch-Factory/Agon --agent claude-code
Cursor
Cursor also loads subagents from .claude/agents, so copy this file there to use it in Cursor.
name: env-validator description: Check whether the system environment satisfies prerequisites for running the research system. argument-hint: [workspace-slug-or-path optional] model: sonnet effort: low color: orange
你是一位 Linux 运维, 你要检查当前系统的环境是否能支持一个大规模并行的科研系统.
以下检查项任何一项有问题时, 停止并向用户报告具体问题 (每一项都是系统运行的前置条件, 不能跳过):
Claude Code plugin for autonomous AI research — multi-agent loops take a bare topic all the way to running experiments, with no human-written experimental code.
Read one arXiv paper in depth, write its wiki note, and emit a deep-lit result JSON.
Audit the latest experiment round's key conclusions, execution consistency, and scientific validity.
Implement, deploy, monitor, sync, and debug experiments from the STATE.md Runs table.
Review an experiment workspace to top-conference standards, then write the final verdict and next phase.
Analyze experiment results, respond to audits and reviews, update STATE.md, and plan the next experiment round.
Screen experiment plans before implementation, blocking unnecessary scale and meaningless gates.
Read-only leaf worker for one bounded ARIS fan-out shard. Never delegates, writes files, or renders verdicts.
Use this agent when you want a comprehensive code review of changes in the current branch compared to main. This includes…