Skill audit report

qmt-inner-backtest Audit report.

根据策略描述、研报 PDF 或截图,解读因子/选股逻辑,基于 scripts/daily-factors-backtest.py 框架生成 QMT 内置日频因子回测脚本。用户提到 QMT 内置回测、因子选股回测、截面因子、 研报复现、handlebar 回测、after_init 预计算信号时使用。

REVIEWED · REVIEWNeeds reviewGenerated Nov 6, 2026Heuristic metadata audit
74
Audit
71
Trust
63
Quality
82
Security
76
Maintain
92
Install

OpenAgentSkill Trust Score

71
Manual review

OpenAgentSkill Trust Score

The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.

GitHub adoption

INFO

62

161 GitHub stars

Stars/forks activity

WARN

57

161 stars, 40 forks; issue activity unavailable in current metadata

Recent maintenance

INFO

76

5mo since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

86

Metadata includes enough usage and workflow context

Dependency/runtime risk

PASS

90

no major dependency risk hints in public metadata

Install availability

PASS

92

npx skills add dfkai/xtquantai --skill qmt-inner-backtest

Install command safety

PASS

92

standard package or runtime install path

Permission surface

PASS

86

filesystem or document access

Repository evidence

PASS

86

https://github.com/dfkai/xtquantai/tree/master/skills/qmt-inner-backtest

Review status

INFO

66

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

7 Passed · 7 Needs review

Install path

92

PASS

npx skills add dfkai/xtquantai --skill qmt-inner-backtest

Repository

88

PASS

https://github.com/dfkai/xtquantai/tree/master/skills/qmt-inner-backtest

License

86

PASS

MIT

Maintenance

76

CHECK

5mo since push

AI review

55

CHECK

No critical security issues found. The skill generates code but does not execute it directly.

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

90

PASS

no major dependency risk hints in public metadata

Install command safety

92

PASS

standard package or runtime install path

Permission surface

86

PASS

filesystem or document access

Stars/forks activity

57

FIX

161 stars, 40 forks; issue activity unavailable in current metadata

Adoption

68

INFO

161 GitHub stars

Warnings

  • No critical security issues found. The skill generates code but does not execute it directly.
  • Potential prompt injection risk from user-provided PDFs/screenshots is not explicitly addressed.
  • Quality score needs review
  • Stars/forks activity: 161 stars, 40 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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