Stock Factor Skill
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 (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.
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.
Think of it as a Bloomberg terminal compressed into a chatbot plugin.
Search Interest
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Nascent0–7 days
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Emergent8–30 days
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Validating ← now31–90 days
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Rising91–180 days
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Established180 days +
Why is it 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.
Outlook
6-month signal projection and commercial timeline.
OpenClaw's 362k-star platform guarantees ongoing finance-skill demand; term adoption depends on whether Chinese community naming propagates to English search.
Risk · Term may stay Chinese-internal (股票因子Skill) and never acquire standalone English search volume.
Analogs · VS Code extension · OpenClaw Skill · quantamental investing
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nowFreemium data access
Skills offer free historical data tiers; premium VIP unlocks 10-year data and daily updates.
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3-6moFactor strategy marketplace
Curated high-yield factor weight presets sold or shared via skill registries.
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6-12moBrokerage API integration
Direct-execution skills with brokerage revenue share as skill installs grow.
Competition & Opportunity for term “Stock Factor Skill” Placeholder
Needs at least one tracked query to compute — run enrich-trends or enrich-autocomplete to populate.
Ideas for term “Stock Factor Skill”
Buildable pitches — turn this term into an article, site, product, post, newsletter, video, or course. Steal any card and run with it.
Comparison of OpenClaw factor skills vs. Bloomberg/Qlib for retail investors — evergreen SEO for the 'quantamental for non-programmers' search intent.
Step-by-step guide packaging AKShare or Tushare into a SKILL.md — captures 'OpenClaw stock factor tutorial' long-tail.
Curated directory of finance skills with ratings, install counts, and use-case matrix — drives recurring search traffic.
SkillsBot and ClawHub are general; a finance-vertical registry with factor complexity ratings and backtest benchmarks has no direct incumbent.
Bridge the gap between Qlib's power and retail accessibility — GitHub-like forking for quant strategies packaged as OpenClaw skills.
Live experiment format with A-share data. Highly shareable and translatable to TikTok; risk-disclosure framing keeps it demonetization-safe.
No English-language newsletter covers the OpenClaw finance-skill niche specifically; first-mover captures 1k+ subs from the existing r/algotrading and Chinese quant communities.
In March 2026, a Chinese GitHub repo shipped 100+ institutional stock factors as a single installable AI skill — and it's free.
BitSoulStockSkill, 542 GitHub stars, MoE architecture, free historical data. I installed it in 5 minutes and ran the same value+momentum+quality screen a quant fund would build over weeks.
While the West debates whether AI can beat the market, Chinese developers already built and open-sourced a 100-factor stock screener that runs inside ChatGPT — and it has 542 stars.
What People Search Placeholder
Long-tail queries to rank for — SERP-verified volumes pending enrichment.
make et-enrich-trends to populate real queries.SERP of term “Stock Factor Skill”
What searchers see today — organic results on top, paid ads if anyone's bidding. Ad density is a real-time commercial signal.
FAQ
What is Stock Factor Skill?
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.
Why is Stock Factor Skill 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.
When did Stock Factor Skill emerge?
Publicly emerged around 2026-05-14 (about 33 days ago as of 2026-06-16). EarlyTerms first recorded a pipeline signal on 2026-05-14.
Related Terms
Other terms in the same space — aliases, subtypes, competitors, and neighbors to explore next.
- Part of OpenClaw Skill An OpenClaw Skill is a self-contained capability package — a directory with a `SKILL.md` file — that teaches the OpenClaw agent how to… →
- Part of openclaw-skill An OpenClaw Skill is a self-contained capability package — a directory with a `SKILL.md` file — that teaches the OpenClaw agent how to… →
- Related openclaw OpenClaw is an open-source self-hosted personal AI agent: a long-running runtime that connects to any LLM (Claude, GPT, DeepSeek, Kimi,… →
- Related agent-harness An agent harness is the middleware between a large language model and the real world — code that runs the agent loop, calls tools,… →
- Related managed-agents Managed Agents is an infrastructure paradigm where cloud platforms host, orchestrate, and operate AI agents as a service. →
- Related agentic-frameworks Agentic frameworks are software toolkits that wire a language model into a running agent — orchestrating the loop, tool calls, memory,… →
- Related clawhub ClawHub is the public skill registry and marketplace for OpenClaw, the self-hosted personal AI agent. →
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Sources
Primary URLs this report cites — open any to verify the claim yourself.
- 01 BitSoulStockSkill — A-share all-in-one stock factor skill (GitHub) github.com ↗
- 02 东方财富 妙想Skills launch — Sina Finance finance.sina.com.cn ↗
- 03 Futu Skill guide: AI agent for live stock trading across 5 markets futuhk.com ↗
- 04 Tencent Cloud: akshare-data skill — 98 A-share data interfaces for OpenClaw cloud.tencent.com ↗
- 05 SkillsBot 量化金融 12 must-install quant skills (CSDN) devpress.csdn.net ↗
- 06 OpenClaw Skills documentation docs.openclaw.ai ↗
- 07 AI Growth Hacking Weekly EP#56 — first English use of 'Stock Factor Skill' label zengzhang.ai ↗