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-rebalancegit 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-rebalance)<a href="https://agentmods.dev/skills/atorber/qmt-trading-skill/qmt-bridge-rebalance"><img src="https://agentmods.dev/badge/skills/atorber/qmt-trading-skill/qmt-bridge-rebalance/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-rebalance"><img src="https://agentmods.dev/badge/skills/atorber/qmt-trading-skill/qmt-bridge-rebalance.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 | $0.00060 | $0.00473 |
| Opus 5 | $0.00030 | $0.00236 |
| Sonnet 5 | $0.00012 | $0.00095 |
| Haiku 4.5 | $0.00006 | $0.00047 |
Grade A, and why
qmt-bridge-rebalance 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 11d 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 · 组合再平衡
实现状态：✅
rebalance_plan.py可用
目标
将目标权重表转为买卖差额清单，减少手工算股数错误。
规划脚本
| 脚本 | 作用 |
|---|---|
scripts/rebalance_plan.py |
--targets JSON/CSV；输出买卖预览 |
| （提交） | 预览确认后调用 batch_order（--execute --confirm） |
主要 API
| 方法 | 路径 | 说明 |
|---|---|---|
| GET | /api/trading/positions |
当前持仓 |
| GET | /api/trading/asset |
总资产 |
| GET | /api/market/full_tick |
现价估市值 |
| POST | /api/trading/batch_order |
批量下单 |
规程（规划）
- 读入目标权重（总和应≈1，允许现金权重）
- 当前市值 vs 目标 → 差额股数（整手取整规则：A 股 100 股）
- 输出买卖列表 + 预估成交金额
- 用户确认后执行
batch_order - 执行后建议 execution-review 核对
安全
- 批量下单影响大；必须双重确认
- 先 portfolio-risk 可选
参考
- qmt-bridge-trading ·
[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.
- 11d ago First seen · 48 lines · 60 tokens per session scan A cd3e1d8dda4d
qmt-bridge-rebalance is a skill published in the GitHub repository atorber/qmt-trading-skill (22 stars, last pushed 28d ago), licensed MIT. It adds 60 tokens to every session and 473 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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