Skill audit report
Simons Quant Audit report.
Evaluate systematic strategy ideas through signal testing, statistical validation, decay, execution costs, and model-risk review.
OpenAgentSkill Trust Score
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
INFO76
811 GitHub stars
Stars/forks activity
WARN60
811 stars, 0 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
27d since push
License clarity
PASS86
MIT
README/SKILL.md completeness
PASS90
Metadata includes enough usage and workflow context
Dependency/runtime risk
PASS90
no major dependency risk hints in public metadata
Install availability
PASS92
npx -y skills add xuboyuebobb/investorskills --skill simons-quant
Install command safety
PASS92
standard package or runtime install path
Permission surface
PASS100
no high-risk permission surface in public metadata
Repository evidence
PASS86
https://github.com/xuboyuebobb/investorskills/tree/main/skills/simons-quant
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install and adoption review
Install path
92
npx -y skills add xuboyuebobb/investorskills --skill simons-quant
Repository
88
https://github.com/xuboyuebobb/investorskills/tree/main/skills/simons-quant
License
86
MIT
Maintenance
100
27d since push
AI review
55
Quantitative strategy research requires point-in-time data, transaction-cost assumptions, and out-of-sample validation.
README/SKILL.md completeness
90
Usable description available
Dependency risk
90
no major dependency risk hints in public metadata
Install command safety
92
standard package or runtime install path
Permission surface
100
no high-risk permission surface in public metadata
Stars/forks activity
60
811 stars, 0 forks; issue activity unavailable in current metadata
Adoption
88
811 GitHub stars
Financial decision safety
58
Research-only use: do not treat output as financial advice or execute a position without human approval.
Warnings
- Financial research output is not financial advice; require human review before any live investment decision
- Quantitative strategy research requires point-in-time data, transaction-cost assumptions, and out-of-sample validation.
- Financial research output is not financial advice; require human review before any live investment decision.
- Quality score needs review
- Stars/forks activity: 811 stars, 0 forks; issue activity unavailable in current metadata
Method
This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.
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