jina-reader

jina-reader is a skill for Claude Code, Codex from malue-ai/dazee-small. It costs 22 tokens per session (762 once invoked), scanned A, original, MIT.

A web-page reader that turns a URL into clean Markdown text, removing items such as advertisements and navigation. Markdown is plain text with simple formatting that is easy to analyze.

In plain words
What is it for?
Use it to read a shared link, extract an article for analysis, find pages through its search function, or provide structured webpage text with the source URL.
Why use it?
It makes the main article easier to read, summarize, translate, or research without manually copying the page. It can retrieve longer page content without requiring an API key.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to read a shared link, extract an article for analysis, find pages through its search function, or provide structured webpage text with the source URL.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/malue-ai/dazee-small/jina-reader
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add malue-ai/dazee-small --skill jina-reader
Clone the repo
git clone --depth 1 https://github.com/malue-ai/dazee-small

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for jina-reader

README.md
[![agentmods](https://agentmods.dev/badge/skills/malue-ai/dazee-small/jina-reader.svg)](https://agentmods.dev/skills/malue-ai/dazee-small/jina-reader)
Your own site
<a href="https://agentmods.dev/skills/malue-ai/dazee-small/jina-reader"><img src="https://agentmods.dev/badge/skills/malue-ai/dazee-small/jina-reader.svg" alt="Measured on agentmods" height="20"></a>
Per session 22 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 762 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00022 $0.00762
Opus 5 $0.00011 $0.00381
Sonnet 5 $0.00004 $0.00152
Haiku 4.5 $0.00002 $0.00076

Measured 7d ago against content hash 97216bd6a192, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

jina-reader scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

{"action": "run", "command": ["curl", "-sS", "-L", "--max-time", "30", "-H", "Accept: text/markdown", "-H", "X-Retain-Images: none", "https://r.jina.ai/目标URL"], "output_handling": "full"}
instances/xiaodazi/skills/jina-reader/SKILL.md · 72 lines

What it actually says

Jina Reader — 网页内容提取

将任意网页 URL 转换为干净的 Markdown 文本,去除广告、导航栏等噪声。免费,无需 API Key。

使用场景

  • 用户说「帮我读一下这个链接的内容」「总结这篇文章」
  • 需要获取网页完整内容用于分析、翻译、摘要
  • 深度调研流程中需要抓取网页正文
  • 用户分享了一个 URL,想了解内容

执行方式

必须通过 nodes 工具执行,禁止使用 api_calling!

读取网页内容

将目标 URL 拼接到 https://r.jina.ai/ 后面:

{
  "action": "run",
  "command": ["curl", "-sS", "-L", "--max-time", "30", "-H", "Accept: text/markdown", "-H", "X-Retain-Images: none", "https://r.jina.ai/https://example.com/article"],
  "output_handling": "full"
}

搜索功能

{
  "action": "run",
  "command": ["curl", "-sS", "-L", "--max-time", "30", "-H", "Accept: application/json", "-H", "X-Retain-Images: none", "https://s.jina.ai/搜索关键词"],
  "output_handling": "full"
}

使用建议

  1. 优先用于长文章:短页面直接搜索摘要即可,长文用 Jina Reader 获取完整内容
  2. 配合搜索使用:先用搜索功能(https://s.jina.ai/关键词)找到 URL,再用 Jina Reader 提取正文
  3. 超时处理--max-time 30 控制超时
  4. 内容截断:超长文章由 output_handling 控制,避免上下文溢出

输出规范

  • 提取的内容保持原文结构(标题、段落、列表)
  • 标注来源 URL
  • 如果提取失败,告知用户并说明原因

注意事项

  • 不要用 api_calling,Jina Reader 不是注册 API
  • 不要打开 Safari/浏览器做手动搜索,直接用 nodes 执行 curl 命令
  • 不要用 python3 -c "import httpx; ...",直接用 curl(零依赖,所有系统预装)
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 7d ago First seen · 72 lines · 22 tokens per session scan A 97216bd6a192

Subscribe to this mod's changes

jina-reader is a skill published in the GitHub repository malue-ai/dazee-small (36 stars, last pushed 5mo ago), licensed MIT. It adds 22 tokens to every session and 762 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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