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.
npx skills add Haochenhust/ch-skills --skill news-scannergit clone --depth 1 https://github.com/Haochenhust/ch-skillsWrote 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.
[](https://agentmods.dev/skills/haochenhust/ch-skills/news-scanner)<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.
<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>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.
| Model | Per session | Once 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 |
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.
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
- Don't repeat known information — check your notes before reporting
- Cite sources — every finding must have a URL or source name
- Signal, not noise — the user wants actionable intel, not a news digest
- Update your research log — every scan should at minimum leave a trace
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.
- 12d ago First seen · 81 lines · 87 tokens per session scan A 007d2f066140
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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