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 agentmods add skills/nicepkg/ai-workflow/hk-stock-analysisnpx skills add nicepkg/ai-workflow --skill hk-stock-analysisgit clone --depth 1 https://github.com/nicepkg/ai-workflowWrote 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/nicepkg/ai-workflow/hk-stock-analysis)<a href="https://agentmods.dev/skills/nicepkg/ai-workflow/hk-stock-analysis"><img src="https://agentmods.dev/badge/skills/nicepkg/ai-workflow/hk-stock-analysis.svg" alt="Measured on agentmods" 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 | $0.00071 | $0.02244 |
| Opus 5 | $0.00036 | $0.01122 |
| Sonnet 5 | $0.00014 | $0.00449 |
| Haiku 4.5 | $0.00007 | $0.00224 |
Grade A, and why
hk-stock-analysis 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 2d 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 — 294 lines — stays where its author put it; the contents beside it link to each section on GitHub.
港股分析 (Hong Kong Stock Analysis)
Overview
Perform comprehensive analysis of Hong Kong listed stocks with consideration of unique market characteristics including T+0 trading, no price limits, short selling mechanism, and cross-border capital flows via Stock Connect.
Market Characteristics
Trading Rules
- T+0 Trading: Can buy and sell same day (no T+1 restriction)
- No Price Limits: No daily limit up/down (unlike A-shares)
- Short Selling: Allowed for designated securities
- Settlement: T+2
- Trading Hours:
- Morning: 9:30-12:00
- Afternoon: 13:00-16:00
- Pre-opening: 9:00-9:30
- Lot Size: Varies by stock (often 100, 200, 400, 500, 1000, 2000)
- Currency: HKD (some stocks trade in USD/RMB)
Stock Categories
H-Shares (H股)
- Mainland companies listed in HK
- Examples: 中国平安(02318), 工商银行(01398)
- Subject to CSRC approval
Red Chips (红筹股)
- HK-incorporated companies controlled by mainland entities
- Examples: 中国移动(00941), 中海油(00883)
Local HK Stocks (本地股)
- HK-headquartered companies
- Examples: 长实集团(01113), 新鸿基地产(00016)
Chinese Concept Stocks (中概股)
- Chinese companies listed via VIE structure
- Examples: 阿里巴巴(09988), 腾讯控股(00700)
Key Indices
- 恒生指数 (HSI) - Hang Seng Index
- 恒生科技指数 (HSTECH) - Hang Seng Tech Index
- 恒生中国企业指数 (HSCEI) - H-share Index
- 恒生国企指数
Data Sources
Primary Sources:
- 港交所披露易 (HKEX) - hkexnews.hk
- 阿斯达克财经 (AAStocks) - aastocks.com
- 经济通 (ET Net) - etnet.com.hk
- 富途牛牛 (Futu) - futunn.com
- 雪球港股 (Xueqiu) - xueqiu.com
Search Strategy:
- Use HK stock code with .HK suffix
- Search: "[股票名称] 港股 财务数据"
- For AH premium: "[公司名称] AH溢价"
- For southbound: "[股票代码] 南向资金"
Analysis Framework
1. Basic Information
股票代码: [Code].HK
股票名称: [Name]
股票类型: H股/红筹/本地股/中概股
所属行业: [Industry]
市值: [Market Cap in HKD/USD]
每手股数: [Lot Size]
是否港股通标的: 是/否
2. AH Premium Analysis (For Dual-Listed)
AH溢价指标:
A股价格: ¥XX.XX
H股价格: HK$XX.XX
当前汇率: 1 HKD = XX CNY
AH溢价率: XX% (A股相对H股溢价/折价)
历史溢价区间: XX% - XX%
当前分位: XX%
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.
- 2d ago First seen · 294 lines · 71 tokens per session scan A 40fd82f2d67e
hk-stock-analysis is a skill published in the GitHub repository nicepkg/ai-workflow (282 stars, last pushed 7mo ago), licensed MIT. It adds 71 tokens to every session and 2,244 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 2026-09-03.
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