news-scanner

news-scanner is a skill for Claude Code, Codex from Haochenhust/ch-skills. It costs 87 tokens per session (701 once invoked), scanned A, original, MIT.

A workflow for scanning investment-related news and discussion across Chinese financial websites and general web search.

In plain words
What is it for?
Use it for daily monitoring, industry-chain research, catalyst checks, and selected high- or medium-priority findings.
Why use it?
It reduces the time spent checking many sources and filters out items considered irrelevant or not actionable.

Skill for Claude CodeCodex

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

Good fit Use it for daily monitoring, industry-chain research, catalyst checks, and selected high- or medium-priority findings.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/haochenhust/ch-skills/news-scanner
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 Haochenhust/ch-skills --skill news-scanner
Clone the repo
git clone --depth 1 https://github.com/Haochenhust/ch-skills

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 news-scanner

README.md
[![agentmods](https://agentmods.dev/badge/skills/haochenhust/ch-skills/news-scanner/github.svg)](https://agentmods.dev/skills/haochenhust/ch-skills/news-scanner)
Your own site
<a href="https://agentmods.dev/skills/haochenhust/ch-skills/news-scanner"><img src="https://agentmods.dev/badge/skills/haochenhust/ch-skills/news-scanner/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 news-scanner

Your own site · 80×15
<a href="https://agentmods.dev/skills/haochenhust/ch-skills/news-scanner"><img src="https://agentmods.dev/badge/skills/haochenhust/ch-skills/news-scanner.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 87 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 701 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 $0.00087 $0.00701
Opus 5 $0.00044 $0.00351
Sonnet 5 $0.00017 $0.00140
Haiku 4.5 $0.00009 $0.00070

Measured 12d ago against content hash 007d2f066140, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

news-scanner 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 12d 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.

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.

skills/news-scanner/SKILL.md · 81 lines

How it starts

The opening of the file, as written. The whole thing — 81 lines — stays where its author put it; the contents beside it link to each section on GitHub.

News Scanner

Systematic news and sentiment scanning for the industry chains you track.

When to Use

  • Daily research passes (a few times per day)
  • When researching a new industry chain
  • When a catalyst event just happened and you need the market reaction

Workflow

Step 1: Load Keywords

Build a keyword list from the industry chains and key stocks you currently track (e.g. from your research-state / watchlist notes).

Step 2: Multi-Source Scan

For each tracked industry chain, search across platforms:

1. WebSearch: "{keyword} 研报 一致预期"          (analyst reports first)
2. WebSearch: "{keyword} site:xueqiu.com 2026"
3. WebSearch: "{keyword} site:eastmoney.com 2026"
4. WebSearch: "{keyword} 最新消息 {today's date}"
5. WebSearch: "{stock name} 研报 最新"

Step 3: Filter & Prioritize

Rate each finding:

  • HIGH: Directly affects your thesis or triggers a buy/sell signal
  • MEDIUM: Relevant background, updates your understanding
  • LOW: Noise, already known, or not actionable

Only report HIGH and MEDIUM findings.

Step 4: Output

For routine scans with nothing major: update your research log, don't message the user.

For significant findings:

## 信息扫描 — {date} {time}

### 重要发现
- [{HIGH/MEDIUM}] {source}: {summary} — 影响:{how it affects the thesis}

### 研究状态更新
- {track name}: 置信度 {unchanged/+5%/-5%} — 原因:{finding}

Platforms & Keywords

Default Search Targets

  • 雪球 (xueqiu.com) — retail sentiment, hot discussions
  • 东方财富 (eastmoney.com) — news, research reports
  • 同花顺 (10jqka.com.cn) — sector analysis
  • 券商研报 / 一致预期 — via general WebSearch
  • General web — for broader news coverage

Keyword Construction

From your tracked chains/stocks, build searches like:

  • Industry: "{细分材料}", "{细分器件}"
  • Companies: "{公司名A}", "{公司名B}"
  • Events: "{行业大会} 2026", "{龙头公司}"
  • Themes: "{产业链主题}"

Rules

  1. Don't repeat known information — check your notes before reporting
  2. Cite sources — every finding must have a URL or source name
  3. Signal, not noise — the user wants actionable intel, not a news digest
  4. Update your research log — every scan should at minimum leave a trace

Read the full file on GitHub · 81 lines

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. 12d ago First seen · 81 lines · 87 tokens per session scan A 007d2f066140

Subscribe to this mod's changes

news-scanner is a skill published in the GitHub repository Haochenhust/ch-skills (9 stars, last pushed 2mo ago), licensed MIT. It adds 87 tokens to every session and 701 once invoked, about $0.0004 per session on Opus 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 2026-08-31.

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