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-realtime-monitorgit 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-realtime-monitor)<a href="https://agentmods.dev/skills/atorber/qmt-trading-skill/qmt-bridge-realtime-monitor"><img src="https://agentmods.dev/badge/skills/atorber/qmt-trading-skill/qmt-bridge-realtime-monitor/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-realtime-monitor"><img src="https://agentmods.dev/badge/skills/atorber/qmt-trading-skill/qmt-bridge-realtime-monitor.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 | $0.00066 | $0.00492 |
| Opus 5 | $0.00033 | $0.00246 |
| Sonnet 5 | $0.00013 | $0.00098 |
| Haiku 4.5 | $0.00007 | $0.00049 |
Grade A, and why
qmt-bridge-realtime-monitor 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.
What it actually says
QMT Trading Skill · 实时监控
实现状态：✅
ws_subscribe.py+ WebSocket 规程
目标
规范 WebSocket 使用方式，避免 Agent 随意长连或泄露 Key。
WebSocket 端点
| 路径 | 用途 | 认证 |
|---|---|---|
/ws/realtime |
实时行情 | 无 |
/ws/whole_quote |
全市场 | 无 |
/ws/l2_thousand |
L2 千档 | 无 |
/ws/formula |
公式推送 | 无 |
/ws/download_progress |
下载进度 | 无 |
/ws/trade |
交易回报 | ?api_key= |
详见 docs/websocket.md。
规程（规划）
- 订阅前
health+ 明确订阅代码列表 - 交易回报：
/ws/trade与GET /api/trading/orders定期对账 - 突破提醒：在客户端聚合 tick，不把全量 L2 dump 给 LLM
- 断线重连：指数退避；记录最后 seq/时间
- 停止订阅：明确
unsubscribe或关闭连接
规划脚本（可选）
| 脚本 | 作用 |
|---|---|
scripts/ws_subscribe.py |
CLI 示例：订阅 codes 并打印摘要 N 秒 |
安全
/ws/trade的 api_key 勿写入日志- 监控不等于自动下单
参考
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.
- 12d ago First seen · 52 lines · 66 tokens per session scan A 38d35cd6c586
qmt-bridge-realtime-monitor is a skill published in the GitHub repository atorber/qmt-trading-skill (22 stars, last pushed 29d ago), licensed MIT. It adds 66 tokens to every session and 492 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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