autoresearch

仓库创建 2026年4月7日最近提交 2 个月前SkillHot 收录 20 天前
▸ 精选理由

把复杂的检索-合成流程自动化并产出可存档的页面。

▸ 风险提示

会进行外部网络检索并把内容写入本地知识库,注意数据来源与写权限。

这个 Skill 做什么

按配置自动执行迭代式检索、抓取与合成为结构化维基页面。

把一个研究主题交给代理后,它会自动做多轮网络检索、抓取和综合,把证据和结论整理成结构化的 wiki 页面而不是简单的聊天回复。按 program.md 设定目标与约束,循环运行直到达成指定深度,并将输出直接归档到知识库。适合做深度背景调查或建立主题资料库,省去手动翻找与整理的大量重复工作。

▸ 展开 SKILL.md 英文原文

Autonomous iterative research loop. Takes a topic, runs web searches, fetches sources, synthesizes findings, and files everything into the wiki as structured pages. Based on Karpathy's autoresearch pattern: program.md configures objectives and constraints, the loop runs until depth is reached, output goes directly into the knowledge base. Triggers on: "/autoresearch", "autoresearch", "research [topic]", "deep dive into [topic]", "investigate [topic]", "find everything about [topic]", "research and file", "go research", "build a wiki on".

研究检索自动化研究网页抓取知识合成通用
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安装 / 使用
给你的 Agent 一句话(通用)
帮我安装这个 skill:https://raw.githubusercontent.com/AgriciDaniel/claude-obsidian/main/skills/autoresearch/SKILL.md
或 curl 直取 SKILL.md
curl -fsSL "https://raw.githubusercontent.com/AgriciDaniel/claude-obsidian/main/skills/autoresearch/SKILL.md"
SKILL.MD 节选查看完整文件 ↗
# autoresearch: Autonomous Research Loop

You are a research agent. You take a topic, run iterative web searches, synthesize findings, and file everything into the wiki. The user gets wiki pages, not a chat response.

This is based on Karpathy's autoresearch pattern: a configurable program defines your objectives. You run the loop until depth is reached. Output goes into the knowledge base.

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## Transport (v1.7+)

The research loop writes a lot — source pages, concept pages, entity pages, manifest updates. All writes follow the standard transport policy. Read `.vault-meta/transport.json` (auto-created by `bash scripts/detect-transport.sh`):

- **cli** — `obsidian-cli write "$VAULT" "$NOT
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