x2strategy: Extract structured strategy specifications from quantitative finance research papers

by ALAGENT-HKU · Agent Tool · ★ 282

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How to install x2strategy

npx clawhub@latest install x2strategy
git clone https://github.com/ALAGENT-HKU/x2strategy.git ~/.copilot/skills/x2strategy

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 65/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

Quick Facts

Stars282
Forks47
LanguagePython
CategoryAgent Tool
Quality Score65/100
Open Issues1
Last Updated2026-06-12
Created2026-03-26
Platformsclaude-code, python
Est. Tokens~13k

About x2strategy

X2Strategy Any Research Input → Strategy Spec → Executable Code → Backtest → Diagnosis []() Getting Started · How It Works · Examples · Docs · 简体中文 Turn quantitative finance research — papers, drafts, reports, or strategy ideas — into validated, executable trading strategies. Automatically. Highlights 🔬 Multi-Format Input — PDF papers, Markdown drafts, DOCX reports, plain text. Auto-detected.

Compatible Skills

These tools work well together with x2strategy for enhanced workflows:

  • quantflow — semantic(0.38)+complementary+same_lang+similar_pop+shared_platform (58%)
  • bria-skill — semantic(0.15)+complementary+same_lang+similar_pop+shared_platform (55%)

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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