# Stock Factor Skill

> **TL;DR.** A Stock Factor Skill is a packaged AI-agent capability module that wraps quantitative stock-factor analysis — screening, backtesting, and factor mining — into a single installable skill for autonomous agents like OpenClaw.

- **Category:** AI / Finance / Quantitative Investing
- **Stage:** validating
- **Age:** 33 days
- **Origin date:** 2026-05-14
- **First detected:** 2026-05-14
- **Canonical URL:** https://earlyterms.com/term/stock-factor-skill
- **Sources:** 7 primary URLs

## Definition

A Stock Factor Skill is a packaged AI-agent capability module that wraps quantitative stock-factor analysis — screening, backtesting, and factor mining — into a single installable skill for autonomous agents like OpenClaw. The module lets a chat-based AI run multi-factor models against live market data without the user writing any code.

The concept crystallized in the Chinese AI-builder community around early 2026 as the OpenClaw skills ecosystem scaled past 13,700 community entries. Projects like [BitSoulStockSkill](https://github.com/BitSoulTech/BitSoulStockSkill) (542 stars, March 2026) and 东方财富's 妙想Skills (March 13, 2026) packaged 100+ industry factors, MoE-based stock selection, and full backtesting into self-contained skill directories.

## Example

BitSoulStockSkill ships free A-share historical data, 100+ technical and fundamental factors, and a Mixture-of-Experts stock-screener — install it in `~/.openclaw/skills/`, and OpenClaw can screen A-shares, rank by factor scores, and run backtests through plain conversation.

## Analogy

Think of it as a Bloomberg terminal compressed into a chatbot plugin.

## Why it's emerging now

Two forces converged in early 2026: OpenClaw's skills marketplace crossed 13,700 entries with 311+ finance entries, and Chinese brokerage platforms (富途, 东方财富) began shipping institutional-grade factor libraries as agent skills. The 'Stock Factor Skill' label captures the resulting category — AI agents that can run quant strategies on demand without code.

## Related terms

- *parent:* OpenClaw Skill
- *parent:* openclaw-skill
- *related:* openclaw
- *related:* agent-harness
- *related:* managed-agents
- *related:* quantamental investing
- *parent:* factor investing
- *related:* agentic-frameworks
- *child:* BitSoulStockSkill
- *child:* 妙想Skills
- *related:* clawhub

## Sources

1. [BitSoulStockSkill — A-share all-in-one stock factor skill (GitHub)](https://github.com/BitSoulTech/BitSoulStockSkill)
2. [东方财富 妙想Skills launch — Sina Finance](https://finance.sina.com.cn/jjxw/2026-03-13/doc-inhqvxrm4060871.shtml)
3. [Futu Skill guide: AI agent for live stock trading across 5 markets](https://www.futuhk.com/blog/detail-futu-skills-102-260475002)
4. [Tencent Cloud: akshare-data skill — 98 A-share data interfaces for OpenClaw](https://cloud.tencent.com/developer/article/2647265)
5. [SkillsBot 量化金融 12 must-install quant skills (CSDN)](https://devpress.csdn.net/xclaw/69ba591554b52172bc6243a3.html)
6. [OpenClaw Skills documentation](https://docs.openclaw.ai/tools/skills)
7. [AI Growth Hacking Weekly EP#56 — first English use of 'Stock Factor Skill' label](https://www.zengzhang.ai/)

---
_Generated by EarlyTerms · https://earlyterms.com/term/stock-factor-skill_