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-portfolio-riskgit 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-portfolio-risk)<a href="https://agentmods.dev/skills/atorber/qmt-trading-skill/qmt-bridge-portfolio-risk"><img src="https://agentmods.dev/badge/skills/atorber/qmt-trading-skill/qmt-bridge-portfolio-risk/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-portfolio-risk"><img src="https://agentmods.dev/badge/skills/atorber/qmt-trading-skill/qmt-bridge-portfolio-risk.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 | $0.00070 | $0.00470 |
| Opus 5 | $0.00035 | $0.00235 |
| Sonnet 5 | $0.00014 | $0.00094 |
| Haiku 4.5 | $0.00007 | $0.00047 |
Grade A, and why
qmt-bridge-portfolio-risk 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 · 组合风险
实现状态：✅
portfolio_snapshot.py可用
目标
下单前快速回答：钱够不够、仓是否过重、哪些票今天不能卖。
规划脚本
| 脚本 | 作用 |
|---|---|
scripts/portfolio_snapshot.py |
positions + asset + 批量 tick 算权重与浮盈（可选） |
主要 API
| 方法 | 路径 | 说明 |
|---|---|---|
| GET | /api/trading/positions |
持仓 |
| GET | /api/trading/asset |
资产 |
| GET | /api/market/full_tick |
现价（批量） |
| GET | /api/trading/position/{stock_code} |
单票核查 |
规程（规划）
- 拉
asset：cash、market_value、total_asset - 拉
positions，计算单票market_value / total_asset - 阈值提示（可在脚本参数配置）：单票权重 >30% 警告；现金占比过低警告
can_use_volume < volume→ 标注 T+1 可卖不足- 通过
batch_stock_name显示中文名称 - 只读，不自动下单
安全
- 只读；交易查询需 API Key
- 阈值规则由用户配置，Skill 不做投资建议
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.
- 12d ago First seen · 48 lines · 70 tokens per session scan A 322b23470e5e
qmt-bridge-portfolio-risk is a skill published in the GitHub repository atorber/qmt-trading-skill (22 stars, last pushed 28d ago), licensed MIT. It adds 70 tokens to every session and 470 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.
Other skills, from other repositories
sector-rotation
An analysis framework for comparing industries in the Chinese A-share stock market, using business conditions, price momentum, valuation, and money flows. It produces rankings and higher- or lower-allocation suggestions.
strategy-pivot-designer
Detect backtest iteration stagnation and generate structurally different strategy pivot proposals when parameter tuning reaches a local optimum.
twitter-reader
Read Twitter/X for financial research using opencli (read-only). Use this skill whenever the user wants to read their Twitter feed, search for financial tweets, view bookmarks, look up user profiles, or gather market sentiment from Twitter/X. Triggers include: "check my feed", "search Twitter for", "show my…
chenhao-limit-up
A framework for judging Chinese A-share stocks that have reached the daily price-rise limit, using market mood, sector leadership, and trading momentum.
furusato
A Japanese hometown-tax donation manager for furusato nozei, a system where donations to municipalities can qualify for an income-tax or local-tax deduction. It reads donation receipts, stores donation records, and calculates deduction limits.
reading-receipt
An image-reading workflow for extracting structured information from receipts, invoices, and hometown-tax donation certificates. It can first extract text from PDFs and otherwise read their images.