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 atorber/qmt-trading-skill --skill qmt-bridge-sector-themegit clone --depth 1 https://github.com/atorber/qmt-trading-skillWrote 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/atorber/qmt-trading-skill/qmt-bridge-sector-theme)<a href="https://agentmods.dev/skills/atorber/qmt-trading-skill/qmt-bridge-sector-theme"><img src="https://agentmods.dev/badge/skills/atorber/qmt-trading-skill/qmt-bridge-sector-theme/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/atorber/qmt-trading-skill/qmt-bridge-sector-theme"><img src="https://agentmods.dev/badge/skills/atorber/qmt-trading-skill/qmt-bridge-sector-theme.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 | $0.00058 | $0.00506 |
| Opus 5 | $0.00029 | $0.00253 |
| Sonnet 5 | $0.00012 | $0.00101 |
| Haiku 4.5 | $0.00006 | $0.00051 |
Grade A, and why
qmt-bridge-sector-theme 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 10d 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
QMT Trading Skill · 板块主题
实现状态：✅
sector_rank.py
目标
从板块 → 成分 → 强弱排序形成观察池，服务主题投资与行业比较框架。
脚本
| 脚本 | 作用 |
|---|---|
scripts/sector_rank.py |
--list-sectors 列出板块；--sector 排序 |
有效板块名
须以 --list-sectors 为准。实测常用：沪深A股、上证A股、深证A股、创业板、科创板。
注意：中证500 等名称可能无效（返回空成分）。
性能
大板块默认仅扫描前 800 只成分（--max-scan）；可用 --sample 随机抽样。
主要 API
| 方法 | 路径 | 说明 |
|---|---|---|
| GET | /api/sector/list |
板块列表 |
| GET | /api/sector/stocks |
成分股 |
| GET | /api/sector/info |
板块元数据 |
| GET | /api/instrument/index_weight |
指数权重 |
| GET | /api/market/full_tick |
成分行情 |
规程（规划）
sector/list或用户指定板块名sector/stocks取成分- 批量
full_tick，按涨跌幅排序输出 Top N（含batch_stock_name中文名） - 仅观察池，不自动下单
安全
- 只读
参考
- qmt-bridge-market-watch ·
[REST API](https://atorber.github.io/qmt-bridge/rest-api/)
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.
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.
- 10d ago First seen · 55 lines · 58 tokens per session scan A 44d8676157ad
qmt-bridge-sector-theme is a skill published in the GitHub repository atorber/qmt-trading-skill (22 stars, last pushed 27d ago), licensed MIT. It adds 58 tokens to every session and 506 once invoked, about $0.0003 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 2026-08-30.
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