Finance-LLMs: Comprehensive Compilation of Real-World LLM & AI Agent Use Cases in Financial Services

by kennethleungty · Agent Tool · ★ 146

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

Security audit verdict: SAFE · quality 53/100

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.

agentagent-skillagenticagentic-aiagentic-workflowagentsartificial-intelligencebankingdomain-specific-modelsfinance

Quick Facts

Stars146
Forks26
CategoryAgent Tool
LicenseMIT
Quality Score53/100
Open Issues1
Last Updated2026-11-03
Created2023-09-25
Est. Tokens~28k

About Finance-LLMs

Compilation of Real-World LLM & AI Agent Use Cases in Financial Services Context Large language models (LLMs) and AI agents are transforming financial services: from streamlining regulatory compliance and accelerating deal analysis to personalizing customer experiences and automating complex workflows across banking, trading, and asset management.

Compatible Skills

These tools work well together with Finance-LLMs for enhanced workflows:

  • finance_skills — semantic(0.27)+complementary+rare_topics+similar_pop (49%)
  • mxcp — semantic(0.25)+complementary+rare_topics+similar_pop (48%)
  • synalinks-skills — semantic(0.36)+complementary+similar_pop (47%)
  • J-Wash — semantic(0.34)+complementary+similar_pop (47%)

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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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