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 EthanAlgoX/LLM-TradeBot --skill hk-macro-reviewgit clone --depth 1 https://github.com/EthanAlgoX/LLM-TradeBotWrote 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/ethanalgox/llm-tradebot/hk-macro-review)<a href="https://agentmods.dev/skills/ethanalgox/llm-tradebot/hk-macro-review"><img src="https://agentmods.dev/badge/skills/ethanalgox/llm-tradebot/hk-macro-review/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/ethanalgox/llm-tradebot/hk-macro-review"><img src="https://agentmods.dev/badge/skills/ethanalgox/llm-tradebot/hk-macro-review.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00025 | $0.00243 |
| Opus 5 | $0.00013 | $0.00121 |
| Sonnet 5 | $0.00005 | $0.00049 |
| Haiku 4.5 | $0.00003 | $0.00024 |
Grade A, and why
hk-macro-review 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 6d 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.
What it actually says
港股双周期宏观分析
核心关系：港股环境 = 中国增长预期 × 美国利率环境 × 人民币汇率。
- 美国 10Y 与实际利率解释估值压力，尤其关注互联网和高久期成长资产。
- 中国 PMI、通胀、信用和房地产解释盈利预期；不可把 A 股行情强弱当作基本面数据。
- DXY 与 USD/CNH 共同判断国际资金条件，USD/JPY 用于识别套息去杠杆风险。
- VIX、信用利差与指数走势出现背离时，明确列为未解决风险。
- 分别给出中国侧、美元侧和汇率侧结论，再汇总为风险偏好与失效条件。
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.
- 6d ago First seen · 23 lines · 25 tokens per session scan A 47d8627668bb
hk-macro-review is a skill published in the GitHub repository EthanAlgoX/LLM-TradeBot (316 stars, last pushed 4d ago), licensed MIT. It adds 25 tokens to every session and 243 once invoked, about $0.0001 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 2026-09-05.
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