stock-market-analysis SKILL.md skillB

stock-market-analysis from qusong0627/quantmind is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add qusong0627/quantmind/stock-market-analysis@git:20261008.1ea88b5

Pins 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-market-analysis/SKILL.md
Versions recorded
5
Latest version
git:20261008.1ea88b5, committed Oct 8, 2026
First version recorded
Aug 29, 2026
Size
32,430 bytes
Repository stars
1,774
License
AGPL-3.0

股票市场深度数据分析与导出 — 全市场信号扫描、行业轮动、个股研报级深度分析(基本面/估值/技术/资金筹码/情绪/风险六维)、数据挖掘、CSV/Excel 导出。在 QuantBot / Claude Code 中分析股票市场、挖掘机会、导出分析数据、生成选股报告时使用。触发词:分析市场、数据分析、数据挖掘、全市场扫描、行业轮动、导出数据、导出CSV、挖掘机会、个股研报、个股分析、深度分析.

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。

# 股票市场深度数据分析与导出

基于 QuantDB 全量数据(K线/财务/估值/技术/315维因子/融资融券/股东户数)的股票市场深度分析 + 数据导出技能。

> **⚠️ 数据计算零容忍(本技能最高优先级)**
> 所有涉及金额、成交量、比率的计算**必须先查 [[quantdb-fields]] 技能核对单位与口径**,
> 并在报告中注明换算步骤。单位/口径错 = 结论全部作废。核心陷阱:
>
> | 陷阱 | 正确口径 |
> |---|---|
> | 个股 volume=**股**、amount=**万元** | 指数 volume=**手**、amount=万元 |
> | `close*volume/amount ≈ 1e4`(个股自检公式) | 指数 ≈ 2e4 |
> | technical_indicators 的 close=**后复权** | valuation/market_sentiment=**不复权** |
> | valuation `dividend_rate` 是**百分数**(0.148=0.148%),**20260814 起才切换** | 之前是小数口径,跨日分析必须 ×10 归一 |
> | l1 `vol_std_*` 是**小数**(0.0406) | technical_indicators `vol_std_*` 是 **%**(4.06),差 100 倍 |
> | symbols/features API 已换算:市值→亿元、flow*→百万元 | parquet 原值:市值=元、flow=元(差 1e8/1e6) |
> | l2_factors 分区**停滞 20260227** | 用前先查最新日期,近期 l2 型字段大量 NaN 是正常的 |
> | min1/min5 停更 20260724、hsgt_north 停更 202408 | 别当实时数据用 |
> | 财务 parquet 单位=**元** | instrument_detail `J_*`=万元、`Zsz/Ltsz`=亿元 |
> | 股息:dividend_factors `interest`=**每10股派息** | 算每股股息要 /10 |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add qusong0627/quantmind/stock-market-analysis@sha256:8506c2461dbeafcf

The 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_lc27senwcckftwe3.svg)](https://markdownregistry.com/a/art_lc27senwcckftwe3)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Aug 29, 2026 and Oct 8, 2026, about one every 10 days.

versioncommittedcommitsizeaudit
git:20261008.1ea88b5 latest2026-10-08 1ea88b5 32,430 BB view · diff
git:20261003.8b2ea6a2026-10-03 8b2ea6a 31,823 BB view · diff
git:20260919.a5c80062026-09-19 a5c8006 31,823 BB view · diff
git:20260913.d790e2e2026-09-13 d790e2e 32,855 BB view · diff
git:20260829.c9fd96c2026-08-29 c9fd96c 32,845 BB view

Audit of the latest version

B  16 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • 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 (32430 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

GitHub

qusong0627/quantmind · 1,774 stars · license AGPL-3.0 · pushed 2026-10-22 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_lc27senwcckftwe3
GET https://markdownregistry.com/api/v1/resolve?ref=qusong0627/quantmind/stock-market-analysis
GET https://markdownregistry.com/api/v1/blob/8506c2461dbeafcf7ab5560f59a39a5f2d2726208180bec4460a0362358280a5

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.

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