Qlib
C 68 completed
Other
unknown / python · small
87
Files
14,843
LOC
1
Frameworks
5
Languages
Pipeline State
completedRun ID
#397086Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
SkippedDecision
skip_scaffold_dupNovelty
40.67Framework unique
—Isolation
—Last stage change
2026-04-16 18:15:42Deduplication group #47518
Member of a group with 1 similar repo(s) — canonical #113957 view group →
Top concepts (2)
Project DescriptionTesting
All rows above produced by Repobility · https://repobility.com
AI Prompt
Build me an AI-driven quantitative investment strategy system based on Microsoft Qlib. I need it to handle data collection using Akshare for A-share market data. The system should feature a flexible strategy framework that supports custom factors and models, and it must integrate the Qlib backtesting engine. Additionally, I need functionality for generating detailed analysis reports in PDF format, and ideally, incorporate AI optimization using Claude Code. Please structure the project with clear directories for configurations, data, source code, and testing.
python quant-finance qlib ai backtesting akshare strategy data-analysis pytest
Generated by gemma4:latest
Catalog Information
基于微软 Qlib 构建的 AI 驱动量化投资策略系统。
Description
基于微软 Qlib 构建的 AI 驱动量化投资策略系统。
Novelty
3/10Tags
python quant-finance qlib ai backtesting akshare strategy data-analysis pytest
Claude Models
claude-opus-4-6
Quality Score
C
68.4/100
Structure
70
Code Quality
54
Documentation
80
Testing
50
Practices
76
Security
100
Dependencies
60
Strengths
- Code linting configured (ruff (possible))
- Consistent naming conventions (snake_case)
- Good security practices \u2014 no major issues detected
Weaknesses
- No LICENSE file \u2014 legal ambiguity for contributors
- No CI/CD configuration \u2014 manual testing and deployment
- 1612 duplicate lines detected \u2014 consider DRY refactoring
- 3 'god files' with >500 LOC need decomposition
Recommendations
- Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
- Add a LICENSE file (MIT recommended for open source)
Security & Health
6.3h
Tech Debt (B)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (1)
About: code-quality intelligence by Repobility · https://repobility.com
MIT
License
6.8%
Duplication
Languages
Frameworks
pytest
Concepts (2)
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| auto_description | Project Description | 基于微软 Qlib 构建的 AI 驱动量化投资策略系统。 | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Testing | testing | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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