Analyzer V2
F 50 completed
Other
unknown / json · medium
772
Files
149,844
LOC
1
Frameworks
5
Languages
Pipeline State
completedRun ID
#394619Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
CatalogedDecision
proceedNovelty
49.20Framework unique
—Isolation
—Last stage change
2026-05-10 03:35:31Deduplication group #48902
Member of a group with 7 similar repo(s) — this repo is canonical view group →
Top concepts (1)
Web Backend
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AI Prompt
Create a lightweight service using FastAPI that serves analytical definitions without needing execution logic. The service should primarily handle and process data defined in JSON format, but also needs to support reading and writing YAML and Markdown files. I'd like the structure to be organized, perhaps including a `communications` directory and a place for outputs. Can you set up the basic structure for this analyzer v2?
python fastapi json yaml markdown api data-processing service
Generated by gemma4:latest
Catalog Information
> Lightweight service serving analytical definitions without execution logic
Description
> Lightweight service serving analytical definitions without execution logic
Novelty
3/10Tags
python fastapi json yaml markdown api data-processing service
Technologies
anthropic fastapi openai pydantic
Claude Models
claude-opus-4-6
Quality Score
F
49.6/100
Structure
32
Code Quality
74
Documentation
50
Testing
0
Practices
64
Security
75
Dependencies
60
Strengths
- Consistent naming conventions (snake_case)
Weaknesses
- Missing README file \u2014 critical for project understanding
- No LICENSE file \u2014 legal ambiguity for contributors
- No tests found \u2014 high risk of regressions
- No CI/CD configuration \u2014 manual testing and deployment
- 4480 duplicate lines detected \u2014 consider DRY refactoring
- 13 'god files' with >500 LOC need decomposition
Recommendations
- Add a comprehensive README.md explaining purpose, setup, usage, and architecture
- Add a test suite \u2014 start with critical path integration tests
- Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
- Add a linter configuration to enforce code style consistency
- Add a LICENSE file (MIT recommended for open source)
Security & Health
9.3h
Tech Debt (A)
A
OWASP (100%)
FAIL
Quality Gate
A
Risk (12)
Generated by Repobility's multi-pass static-analysis pipeline (https://repobility.com)
Unknown
License
7.2%
Duplication
Languages
Frameworks
FastAPI
Concepts (1)
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| auto_category | Web Backend | web-backend | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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