smart-strategy-stock-picking SKILL.md skillB
smart-strategy-stock-picking 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/smart-strategy-stock-picking@git:20260919.2eecb38Pins git:20260919.2eecb38 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- qusong0627/quantmind
- Path
skills/smart-strategy-stock-picking/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260919.2eecb38, committed Sep 19, 2026
- First version recorded
- Aug 29, 2026
- Size
- 7,344 bytes
- Repository stars
- 1,774
- License
- AGPL-3.0
智能策略选股 — 基于 QuantDB 数据的条件选股。在 QuantBot / Claude Code 中按自然语言或条件筛选股票、构建股票池、生成策略时使用。触发词：筛选股票、股票池、条件选股、智能策略、按条件选股、自然语言选股、帮我选出.
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。
# 智能策略选股技能
基于 QuantDB 数据的条件选股。支持自然语言、结构化条件、DSL 三种方式，选出符合要求的股票池并附带量化指标。
## 数据基础
选股完全基于 **QuantDB** 本地 parquet。字段映射以后端字典为准：`backend/services/engine/ai_strategy/steps/step1_stock_selection.py`（DSL 字段 → QuantDB 表/列），覆盖以下数据源：
| QuantDB 数据源 | 字段 | 覆盖 |
|---|---|---|
| `l1_factors` | 66 | 动量/流动性/概念热度/资金流 |
| `technical_indicators` | 24 | 均线/RSI/KDJ/MACD/波动率 |
| `financial` | 20 | 财务指标 |
| `valuation` | 15 | PE/PB/市值/ROE |
| `sentiment` | 14 | 市场情绪 |
| `margin` | 10 | 融资融券 |
| `stock_list` | 6 | 行业/ST/上市天数 |
| `daily`/`turnover` | 3 | 量价 |
## 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"}' \
| python3 -c "import sys,json; print(json.load(sys.stdin).get('access_token',''))")
AUTH="Authorization: Bearer $TOKEN"
CT="Content-Type: application/json"
```
## 1. 常用选股因子（前 30 高频字段）
| 字段 | 含义 | 单位 |
|---|---|---|
| `market_cap` / `total_mv` | 总市值 | 亿 |
| `float_mv` | 流通市值 | 亿 |
| `pe` / `pe_ttm` | 市盈率 | — |
| `pb` | 市净率 | — |
…Read the whole file at its exact version.
How to install
mdr add qusong0627/quantmind/smart-strategy-stock-picking@sha256:e53dec234933b9aaThe line at the top of this page pins the label git:20260919.2eecb38, 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_rxevsioo2mi6twli)
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 Sep 19, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260919.2eecb38 latest | 2026-09-19 | 2eecb38 | 7,344 B | B | view · diff |
| git:20260919.a5c8006 | 2026-09-19 | a5c8006 | 7,303 B | B | view · diff |
| git:20260919.401b4a8 | 2026-09-19 | 401b4a8 | 9,149 B | B | view · diff |
| git:20260913.d790e2e | 2026-09-13 | d790e2e | 8,951 B | B | view · diff |
| git:20260829.c9fd96c | 2026-08-29 | c9fd96c | 8,770 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 (7344 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_rxevsioo2mi6twli GET https://markdownregistry.com/api/v1/resolve?ref=qusong0627/quantmind/smart-strategy-stock-picking GET https://markdownregistry.com/api/v1/blob/e53dec234933b9aac91e140f4b75d00edc96413bbb3f3cc65e5ee7cba88abee1
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.