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F 45 completed
Other
unknown / python · tiny
48
Files
10,052
LOC
0
Frameworks
6
Languages
Pipeline State
completedRun ID
#397143Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
SkippedDecision
skip_scaffold_dupNovelty
36.00Framework unique
—Isolation
—Last stage change
2026-04-16 18:15:42Deduplication group #47299
Member of a group with 1 similar repo(s) — canonical #94036 view group →
Top concepts (1)
Data/ML
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🧪 Code Distillation
Browse all specs →AI Prompt
I need a project structure built around this repository. It seems to involve some kind of networking or account management, given the presence of `accounts.json`, `proxies.json`, and `vpns.json`. Can you set up a basic Python framework that can read and process data from these JSON files? I'd also like to include a C++ component, perhaps for performance-critical parts, and ensure the structure is manageable, maybe using CMake for building. Please keep the core logic within the `src/` directory.
python cpp cmake json networking utility data-processing structure
Generated by gemma4:latest
Catalog Information
This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
Description
This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
Novelty
3/10Tags
python cpp cmake json networking utility data-processing structure
Claude Models
claude-opus-4-6
Quality Score
F
44.6/100
Structure
32
Code Quality
68
Documentation
20
Testing
0
Practices
54
Security
100
Dependencies
80
Strengths
- Consistent naming conventions (snake_case)
- Good security practices \u2014 no major issues detected
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
- 2 bare except/catch blocks swallowing errors
- 932 duplicate lines detected \u2014 consider DRY refactoring
- 7 '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)
- Replace bare except/catch blocks with specific exception types
Security & Health
5.6h
Tech Debt (B)
Medium
DORA Rating
A
OWASP (100%)
Repobility · MCP-ready · https://repobility.com
FAIL
Quality Gate
A
Risk (13)
Unknown
License
1.1%
Duplication
Languages
Frameworks
None detected
Symbols
method188
function48
variable18
class13
struct12
constant6
type_alias2
enum1
module1
Concepts (1)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Repobility — same analyzer, your code, free for public repos · /scan/ | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Data/ML | data-ml | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Source: Repobility analyzer · https://repobility.com
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