Vortex
aupc2061/Vortex
Vortex is an integrated financial platform that combines reinforcement learning portfolio optimization, real-time financial RAG search, and automated KYC verification into a single ecosystem.
3 15No licenseUpdated 2025-12-07
55
FairOverview
Vortex acts as an advanced financial orchestration system leveraging Next.js, Flask, and specialized microservices. It features SmartFolio for PPO reinforcement learning portfolio allocation, FinRAG for vector-based document retrieval and multi-source market insight generation, and an automated KYC verification engine utilizing PaddleOCR and video liveness checks.
Capabilities
- ▸Reinforcement learning portfolio allocation with policy transfer regularization
- ▸Real-time streaming market data processing via Kafka
- ▸OCR-based identity document extraction and cross-verification
- ▸AI-driven financial research retrieval across SEC filings and news
- ▸Model Context Protocol (MCP) server integration for agentic tools
Best for
Dynamic portfolio optimization tailored to individual risk profiles using reinforcement learning., Real-time financial research and document analysis via retrieval-augmented generation (RAG)., Automated client onboarding, document parsing, and liveness-based KYC verification.
Works with
CursorGitHub CopilotClaude Code
Evoa Score breakdown= Σ (score × weight)
55Task usefulness20%88 → +17.6
実タスクにどれだけ役立つか（機能の豊富さ・用途の明確さ）。 — AIによるcapabilities/use-cases解析
Code quality15%85 → +12.8
実装・指示の品質。 — AIによるSKILL.md/README解析
Maintenance15%50 → +7.5
リポジトリがどれだけ活発に保守されているか。 — GitHub 最終push日時の新しさ
Documentation12%31 → +3.7
ドキュメントの充実度・分かりやすさ。 — README/独自要約の情報量
Security15%50 → +7.5
危険・不審な挙動が無いか。 — AIによるセキュリティレビュー
Originality10%90 → +9.0
ありふれたラッパーではない独自性。 — AIによる独自性判定
Popularity8%38 → +3.0
コミュニティの採用度。 — GitHub Stars/Forks（対数スケール）
Compatibility5%75 → +3.8
対応AIエージェントの広さ。 — AIによる対応エージェント判定
Weighted total64.9 / 100
ライセンス不明/制限あり（Red）のSkillは総合スコアに0.85倍の補正を適用します。 ランキングはこのScoreのみで決まり、広告で変わりません。 算出方法の詳細 →
Security considerations
Handles sensitive user PII and financial records, requiring strict encryption key management, secure MongoDB connection credentials, and properly isolated API tokens.
Categories
Summary and analysis are original content generated by AI Skills Rank. The skill's source text is not reproduced here — view it on the linked repository.