stock-deep-research SKILL.md skillB
stock-deep-research from qusong0627/quantmind is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add qusong0627/quantmind/stock-deep-research@git:20261008.1ea88b5Pins git:20261008.1ea88b5 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- qusong0627/quantmind
- Path
skills/stock-deep-research/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261008.1ea88b5, committed Oct 8, 2026
- First version recorded
- Oct 3, 2026
- Size
- 18,376 bytes
- Repository stars
- 1,774
- License
- AGPL-3.0
个股深度投研分析（智能体自主版）— 拉取 QuantMind 本地数据（特征快照/模型推理分数/新闻）→ 多空子代理辩论 → 综合研判 → 生成 md 报告 → 导出 PDF 到平台「股票报告」页。任何大模型（deepseek/qwen/glm/openai/minimax）都能执行，不依赖容器投研管线。在 QuantBot / Claude Code 中深度分析股票时使用。触发词：投研分析、多空辩论、股票报告、生成报告、多空分析、AI分析师.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
> ⚙️ 本技能遵循公共运行环境契约（最高优先级，先于本文其余内容执行）：
> 详见 [_shared/env-contract.md](../_shared/env-contract.md)，执行前先读它。
# 个股深度投研分析（智能体自主版）
> **核心定位**：本技能由 **AI 智能体自己执行**（QuantBot / Claude Code 等），**不依赖**任何后端投研管线，**任何大模型都可以跑**。
> 数据全部来自 QuantMind 本地 API（QuantDB 数据库），分析完成后智能体**自己组装 md 并导出 PDF**，报告自动出现在平台「股票报告」页。
## 一、完整流程总览
```
用户: 深度分析 600519
↓
① 确认标的 + 市场（默认 A股）
↓
② 拉取本地数据（并行）：
- POST /research/symbols/features {"symbols":[]} 特征快照（估值/技术/动量/资金流/筹码/概念）
- 本地风险初筛（特征+K线判读，无独立风险评分端点，见 3.2）
- /models/inference/stock/{symbol}/history?days=180 模型推理分数历史
- /research/kline/{symbol}?days=120 K线 + 均线
- /news/articles?tickers=xxx RSS 新闻（利好/利空）
- /selection/daily 全市场排名（该股是否入选）
↓
③ 多空子代理辩论（至少 2 个子代理，不同立场，用不同数据视角）
↓
④ 综合研判（证据强度裁决，不是篇幅裁决）
↓
⑤ 组装 Markdown 报告（标题含股票名/日期/分析时间）
↓
⑥ 导出 PDF（容器内 md_to_pdf_report.py，TTF 内嵌中文字体）
↓
⑦ 保存到 /data/reports/stock_reports/{市场名}/{股票名}/ → 用户去「股票报告」页查看
```
## 二、认证
```bash
BASE=http://127.0.0.1:8000
TOKEN=$(curl -s -X POST $BASE/api/v1/auth/login -H "Content-Type: application/json" \
-d '{"username":"admin","password":"admin123","tenant_id":"default"}' \
…Read the whole file at its exact version.
How to install
mdr add qusong0627/quantmind/stock-deep-research@sha256:3daa8481d3957ffeThe line at the top of this page pins the label git:20261008.1ea88b5, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_45hrqqzuwxjyfkdf)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Oct 3, 2026 and Oct 8, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261008.1ea88b5 latest | 2026-10-08 | 1ea88b5 | 18,376 B | B | view · diff |
| git:20261003.8b2ea6a | 2026-10-03 | 8b2ea6a | 17,260 B | B | view |
Audit of the latest version
- fail: No link to a raw IP address (matched: http://127.0.0.1:8000)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (18376 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No script tag
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
qusong0627/quantmind · 1,774 stars · license AGPL-3.0 · pushed 2026-10-22 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_45hrqqzuwxjyfkdf GET https://markdownregistry.com/api/v1/resolve?ref=qusong0627/quantmind/stock-deep-research GET https://markdownregistry.com/api/v1/blob/3daa8481d3957ffeca58a0c928f6c3df11b8e2c40813d6e13ea4490065ef3581
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.