x2strategy
x2strategy is an Investment analysis & markets skill for AI agents, published by ALAGENT-HKU in the x2strategy repository on GitHub. Skillspace rates x2strategy F (45/100) and the safety scan rated it risky; the rating is based on static analysis only.
Risky. This skill has patterns associated with unsafe behaviour. Read the source carefully before running it.
ALAGENT X2Strategy: any research input (PDF paper, Markdown draft, DOCX report, text notes, or keyword search) → structured strategy specification → executable Backtrader code → backtest → diagnosis report. Two core capabilities: (1) paper2spec extracts multi-strategy specs from any document via 5-layer LLM extraction, and (2) spec2code generates validated Backtrader code, runs backtests, and compares against paper metrics. Use this skill whenever the user wants to analyze a quant paper, extract trading strategies, generate strategy code, run a backtest, search for papers, or go end-to-end from any input to executable results. Also triggers on: "look at this paper", "what strategies does this use", "implement this strategy", "search for momentum papers", "turn this into code", or any request about quantitative finance research → implementation. Even if the user doesn't mention "strategy" explicitly — if they provide a finance paper or research document, use this skill.
- Grade
- F
- Quality
- 45 / 100
- Safety
- Risky
- GitHub stars
- 249
Unproven: rated by static analysis only, not yet compared head-to-head.
Our two independent classifiers differ on this skill's category, so treat the placement as provisional.
This rating describes the version of the repository we crawled; it may have changed since.
Our review
- Architecture
- 78 / 100
- Maturity
- Structured: ships references or scripts
- Security scan
- High-risk patterns
- License
- Not declared. Check the repository before reusing it.
- Adoption
- Adopted by 0 other repositories, in 0 collections
What the scanner flagged
- references sensitive credential env
Not checked yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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