Skill audit report

Introduction To Quantitative Finance Audit report.

入门资料整理：1.多因子股票量化框架开源教程 2.学界和业界的经典资料收录 3.AI + 金融的相关工作，包括LLM, Agent, benchmark(evaluation), etc.

REVIEWED · REVIEWNeeds reviewGenerated Nov 7, 2026Heuristic metadata audit

Audit

Trust

100

Quality

Security

Maintain

Install

OpenAgentSkill Trust Score

Production candidate

OpenAgentSkill Trust Score

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

GitHub adoption

PASS

1.8K GitHub stars

Stars/forks activity

INFO

1.8K stars, 188 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

1mo since push

License clarity

PASS

MIT

README/SKILL.md completeness

PASS

Metadata includes enough usage and workflow context

Dependency/runtime risk

PASS

no major dependency risk hints in public metadata

Install availability

PASS

npx skills add Barca0412/Introduction-to-Quantitative-Finance

Install command safety

PASS

standard package or runtime install path

Permission surface

PASS

filesystem or document access

Repository evidence

PASS

https://github.com/Barca0412/Introduction-to-Quantitative-Finance

Review status

PASS

AI review data available

Agent Proven outcomes

INFO

No agent outcome data yet

Checks

Install and adoption review

10 Passed · 4 Needs review

Install path

PASS

npx skills add Barca0412/Introduction-to-Quantitative-Finance

Repository

PASS

https://github.com/Barca0412/Introduction-to-Quantitative-Finance

License

PASS

MIT

Maintenance

PASS

1mo since push

AI review

PASS

Approved with no listed issues

README/SKILL.md completeness

PASS

Usable description available

Dependency risk

PASS

no major dependency risk hints in public metadata

Install command safety

PASS

standard package or runtime install path

Permission surface

PASS

filesystem or document access

Stars/forks activity

CHECK

1.8K stars, 188 forks; issue activity unavailable in current metadata

Adoption

PASS

1.8K GitHub stars

Financial decision safety

CHECK

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
Financial research output is not financial advice; require human review before any live investment decision.

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.

Install path

Review the report before installing into production agents.

Review the source

Agent-readable metadata

Machine decision packet

Embedded JSON exposes suited tasks, suited agents, install command, trust score, safety gate, alternatives, and do-not-use conditions for agent review.

Install policy: review
Best agents: Python + Finance
Alternatives: 3

Open agent JSON

Signals

Audit score: 92/100
Quality: 100/100
Trust: 89/100
Install safety: 92/100
Permission surface: 86/100
Maintenance: 1mo since push
Events: 51 events
GitHub stars: 1.8K
Last push: Oct 6, 2026

Agent safety v2

76/100 · Avoid automatic install

Reviewed with permission notesreview

Usable candidate, but the agent should surface permission and audit notes before installation.

Skill source structure is not confirmed in the registry. Inspect the source and identify valid skill instructions before proposing an installation. A repository URL or GitHub stars do not prove installability.

Skill source structure is not confirmed in the registry. Inspect the source and identify valid skill instructions before proposing an installation. A repository URL or GitHub stars do not prove installability.
Financial research output is not financial advice; require human review before any live investment decision
76/100 agent safety score

Network access

medium

Skill likely fetches remote pages, APIs, repositories, or external services.

Filesystem access

medium

Skill may read or write project files, documents, generated artifacts, or local workspace state.

Financial research output is not financial advice; require human review before any live investment decision
Skill source structure is not confirmed in the registry. Inspect the source and identify valid skill instructions before proposing an installation. A repository URL or GitHub stars do not prove installability.

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Introduction To Quantitative Finance Audit report.

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