How do I install the Kb Normalize skill?

Run npx skillmds@latest add jiyangnan/kb-normalize in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

What does the Kb Normalize skill do?

KB Normalize（结构化字段） It is listed under Coding & Dev Tools on SkillMD.

Is Kb Normalize safe to use?

This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Kb Normalize?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Kb Normalize free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Kb Normalize?

jiyangnan (@jiyangnan) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Kb Normalize by jiyangnan — Agent Skill

Name: Kb Normalize
Author: jiyangnan

File contents

KB Normalize（结构化字段）

统一输出格式，给下游 QA/Router 使用。

输入

source.url
source.type（tweet/article/chat/doc/web）
source.author（可空）
source.published_at（可空）
text（抓取到的正文）
user_note（可选：用户发链接时的备注/意图）

输出（YAML，必须包含这些字段）

source:
  url: ""
  type: tweet|article|chat|doc|web
  author: ""
  published_at: ""
summary_one_line: ""
claim: ""
why_it_matters: ""
evidence:
  - quote: ""
    url: ""
    note: ""
actions:
  - ""
risks_unknowns:
  - ""
reuse_tags:
  - ""

字段规则（严格化）

字段	规则
summary_one_line	≤50字，一句话说清楚这篇文章/推文讲什么
claim	一句话事实性主张，不能是观点/感受
why_it_matters	为什么值得存（与我有啥关系/能用在哪）
evidence	至少 1 条；quote 必须来自原文原句（用引号）；标注来源 URL
actions	用动词开头，且可执行；不要超过 3 条
risks_unknowns	可能的风险/不确定因素；不要编造
reuse_tags	场景标签，便于后续检索

user_note 处理

如果 user_note 存在：写入 why_it_matters 或 reuse_tags 的上下文中（标注"用户意图: ..."）

依赖

本 skill 不负责抓取正文：抓取统一走 kb-fetch。

Frequently asked questions

Kb Normalize