mx-search

mx-search is a skill for Claude Code, Codex from chuancyzhang/deepseek-cowork. It costs 94 tokens per session (1,486 once invoked), scanned A, original, Apache-2.0.

A finance-focused search tool that finds current information and specific events from selected sources. It covers news, company announcements, research reports, policies, trading rules, and other external data.

In plain words
What is it for?
Use it to look up financial news, announcements, policy changes, trading rules, event details, and analysis of their possible effects.
Why use it?
It helps avoid using old or less authoritative information when answering finance questions. This matters when facts may have changed recently or depend on a particular event.

Skill for Claude CodeCodex

Which agent this was written for is unclear — built for openclaw. Also seen: built for openclaw.

Good fit Use it to look up financial news, announcements, policy changes, trading rules, event details, and analysis of their possible effects.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/chuancyzhang/deepseek-cowork/mx-search
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 chuancyzhang/deepseek-cowork --skill mx-search
Clone the repo
git clone --depth 1 https://github.com/chuancyzhang/deepseek-cowork

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 mx-search

README.md
[![agentmods](https://agentmods.dev/badge/skills/chuancyzhang/deepseek-cowork/mx-search/github.svg)](https://agentmods.dev/skills/chuancyzhang/deepseek-cowork/mx-search)
Your own site
<a href="https://agentmods.dev/skills/chuancyzhang/deepseek-cowork/mx-search"><img src="https://agentmods.dev/badge/skills/chuancyzhang/deepseek-cowork/mx-search/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for mx-search

Your own site · 80×15
<a href="https://agentmods.dev/skills/chuancyzhang/deepseek-cowork/mx-search"><img src="https://agentmods.dev/badge/skills/chuancyzhang/deepseek-cowork/mx-search.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 94 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,486 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. 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 $0.00094 $0.01486
Opus 5.5 $0.00038 $0.00594
Sonnet 5.5 $0.00019 $0.00297
Haiku 4.5 $0.00009 $0.00149

Measured 1mo ago against content hash 08f0539e75f8, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

mx-search scanned grade A with 0 findings 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 1mo ago.

The scan reads SKILL.md. This mod also ships 1 executable file (mx_search.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

ai_skills/eastmoney-miaoxiang/mx-search/SKILL.md · 117 lines

How it starts

The opening of the file, as written. The whole thing — 117 lines — stays where its author put it; the contents beside it link to each section on GitHub.

mx-search 妙想资讯搜索 skill

Cowork 适配说明:MX_APIKEY 和 MX_API_URL 由能力中心统一配置;默认产物目录为当前会话工作区的 mx_data/output。下文中的 export、OpenClaw 固定路径和直接安装说明仅作为上游参考。

本 Skill 基于东方财富妙想搜索能力,基于金融场景进行信源智能筛选,用于获取涉及时效性信息或特定事件信息的任务,包括新闻、公告、研报、政策、交易规则、具体事件、各种影响分析、以及需要检索外部数据的非常识信息等。避免AI在搜索金融场景信息时,参考到非权威、及过时的信息。

功能说明

根据用户问句搜索相关金融资讯,获取与问句相关的资讯信息(如研报、新闻、解读等),并返回可读的文本内容。

配置

  • API Key: 通过环境变量 MX_APIKEY 设置
  • 默认输出目录: /root/.openclaw/workspace/mx_data/output/(自动创建)
  • 输出文件名前缀: mx_search_
  • 输出文件:
    • mx_search_{query}.txt - 提取后的纯文本结果
    • mx_search_{query}.json - API 原始 JSON 数据

使用方式(直接 Python 脚本调用)

  1. 需要用户在妙想Skills页面获取apikey。
  2. 将apikey存到环境变量,命名为MX_APIKEY:
    export MX_APIKEY=your_apikey_here
    
  3. 直接运行 Python 脚本搜索,支持自然语言问句:
# ==================== 常用调用示例 ====================

# 1. 个股相关资讯
python ./mx_search.py "东方财富最新公告"
python ./mx_search.py "贵州茅台最新研报"
python ./mx_search.py "比亚迪机构观点汇总"

# 2. 行业/板块新闻
python ./mx_search.py "人工智能板块近期新闻"
python ./mx_search.py "新能源汽车产业政策最新解读"

# 3. 宏观经济与市场分析
python ./mx_search.py "美联储加息对A股影响分析"
python ./mx_search.py "今日大盘异动原因分析"
python ./mx_search.py "北向资金最新流向解读"

# 4. 个股事件
python ./mx_search.py "贵州茅台分红派息实施公告"
python ./mx_search.py "宁德时代定增预案解读"

# 5. 交易规则
python ./mx_search.py "科创板交易涨跌幅限制"
python ./mx_search.py "新股申购规则"

# 6. 指定输出目录(可选)
python ./mx_search.py "格力电器最新研报" /path/to/output

⚠️ 安全注意事项

  • 外部请求: 本 Skill 会将您的查询文本发送至东方财富官方 API 域名 ( mkapi2.dfcfs.com ) 以获取金融数据。
  • 凭据保护: API Key 仅通过环境变量 MX_APIKEY 在服务端或受信任的运行环境中使用,不会在前端明文暴露。

输出说明

脚本执行后会:

  1. 在终端格式化输出搜索结果,列出每条资讯的标题、来源、日期、内容
  2. 自动创建输出目录 /root/.openclaw/workspace/mx_data/output/
  3. 保存纯文本提取结果到 .txt 文件
  4. 保存原始 JSON 响应供二次处理

异常情形与处理方式

异常情形 可能原因 处理方式
connect: Connection refused 网络无法访问 mkapi2.dfcfs.com 检查服务器网络配置,确保能访问公网
401 Unauthorized / API密钥不存在 API Key 错误或已失效 前往妙想Skills页面重新获取 API Key 并更新环境变量
code=113 / 今日调用次数已达上限 当日调用次数超限 前往妙想Skills页面获取更多调用次数
未找到相关资讯 关键词太偏门或没有最新相关信息 尝试更换关键词,或扩大搜索范围
返回内容为空 网络中断或请求超时 检查网络后重试
JSON解析错误 网络不完整导致内容截断 检查网络后重试

Read the full file on GitHub · 117 lines

Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 1mo ago First seen · 117 lines · 94 tokens per session scan A 08f0539e75f8

Subscribe to this mod's changes

mx-search is a skill published in the GitHub repository chuancyzhang/deepseek-cowork (18 stars, last pushed today), licensed Apache-2.0. It adds 94 tokens to every session and 1,486 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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