Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/atorber/qmt-trading-skillnpx agentmods add skills/atorber/qmt-trading-skill/qmt-bridge-daily-pnlWrote 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-daily-pnl)<a href="https://agentmods.dev/skills/atorber/qmt-trading-skill/qmt-bridge-daily-pnl"><img src="https://agentmods.dev/badge/skills/atorber/qmt-trading-skill/qmt-bridge-daily-pnl/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-daily-pnl"><img src="https://agentmods.dev/badge/skills/atorber/qmt-trading-skill/qmt-bridge-daily-pnl.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 | $0.00067 | $0.00720 |
| Opus 5.5 | $0.00027 | $0.00288 |
| Sonnet 5.5 | $0.00013 | $0.00144 |
| Haiku 4.5 | $0.00007 | $0.00072 |
Grade A, and why
qmt-bridge-daily-pnl 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 2mo 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 · 当日盈亏
实现状态：✅
daily_pnl_snapshot.py可用（见 ROADMAP.md）
目标
快速回答「今天账户盈亏多少」：优先 QMT today_profit_loss；否则用持仓 + 当日成交 + 行情计算（非仅当前持仓量 × 涨跌幅）。
估算公式（单标的）：
当日盈亏 = 现市值 − 昨收×昨仓 − 今日买入金额 + 今日卖出金额
拆解：昨仓浮动、今买浮动、今卖已实现；已清仓但当日有卖出的标的单独列出。
脚本
| 脚本 | 作用 |
|---|---|
scripts/daily_pnl_snapshot.py |
asset + positions + trades，汇总当日盈亏（含已清仓） |
python skills/qmt-bridge-daily-pnl/scripts/daily_pnl_snapshot.py --host 127.0.0.1 --port 8080 --api-key KEY
python skills/qmt-bridge-daily-pnl/scripts/daily_pnl_snapshot.py --json
主要 API
| 方法 | 路径 | 说明 |
|---|---|---|
| GET | /api/trading/positions |
持仓（含昨仓、QMT 当日盈亏等） |
| GET | /api/trading/trades |
当日成交（买卖金额） |
| GET | /api/trading/asset |
资产 |
| GET | /api/market/full_tick |
现价/昨收 |
| GET | /api/utility/batch_stock_name |
中文名称 |
操作规程
- 拉
positions、trades、asset - 按标的汇总当日买入/卖出量与金额；昨仓优先
yesterday_volume，否则现仓 − 今买 + 今卖 - 有 QMT
today_profit_loss则直接采用；否则用上述公式 +full_tick现价/昨收 - 输出持仓标的与当日已清仓标的；可选
--no-detail隐藏拆解 - 只读；与柜台可能有手续费/分红等细微差异
安全
- 只读；交易查询需
X-API-Key - 不提供投资建议式结论
参考
- qmt-bridge-portfolio-risk · qmt-bridge-execution-review
[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.
- 2mo ago First seen · 60 lines · 67 tokens per session scan A ca748005e80b
qmt-bridge-daily-pnl is a skill published in the GitHub repository atorber/qmt-trading-skill (26 stars, last pushed 1mo ago), licensed MIT. It adds 67 tokens to every session and 720 once invoked, about $0.0003 per session on Opus 5.5. 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.
qmt-bridge-daily-pnl compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| qmt-bridge-daily-pnlatorber/qmt-trading-skill | Skill | 26 | 1mo ago | MIT | A | 67 | Claude Code, Codex |
| sector-rotationHKUDS/Vibe-Trading | Skill | 38k | yesterday | MIT | A | 39 | Claude Code, Codex |
| twitter-readerhimself65/finance-skills | Skill | 3.5k | 2d ago | MIT | A | 110 | Claude Code |
| strategy-pivot-designertradermonty/claude-trading-skills | Skill | 3.7k | 2d ago | MIT | A | 28 | Claude Code, Codex |
| energy-procurementhashgraph-online/awesome-codex-plugins | Skill | 1.5k | yesterday | Apache-2.0 | A | 93 | Claude Code, Codex |
| airdrop-hunting-guidenirholas/three.ws | Skill | 269 | yesterday | Apache-2.0 | A | 54 | Claude Code, Codex |
| multi-expert-analyzerdigoal/blog | Skill | 8.6k | 2d ago | GPL-2.0 | A | 292 | Codex |