Fuzzy Spaghetti
D 52 completed
Other
cli / python · tiny
23
Files
3,540
LOC
1
Frameworks
4
Languages
Pipeline State
completedRun ID
#1546132Phase
doneProgress
0%Started
2026-04-16 23:47:54Finished
2026-04-16 23:47:54LLM tokens
0Pipeline Metadata
Stage
CatalogedDecision
proceedNovelty
30.69Framework unique
—Isolation
—Last stage change
2026-05-10 03:35:02Deduplication group #47298
Member of a group with 2,078 similar repo(s) — canonical #187349 view group →
Provenance: Repobility (https://repobility.com) — every score reproducible from /scan/
🧪 Code Distillation
Browse all specs →AI Prompt
Create a command-line tool in Python for searching a personal research paper library. The tool should support multiple full-text search algorithms, including BM25, TF-IDF, and semantic search using LanceDB. It needs to be structured as a CLI application, and I'd like to use pytest for testing. Please ensure the project structure is clean and includes necessary configuration files like `pyproject.toml`.
python cli search full-text research bm25 tfidf lancedb pytest
Generated by gemma4:latest
Catalog Information
Create a command-line tool in Python for searching a personal research paper library. The tool should support multiple full-text search algorithms, including BM25, TF-IDF, and semantic search using LanceDB. It needs to be structured as a CLI application, and I'd like to use pytest for testing. Please ensure the project structure is clean and includes necessary configuration files like pyproject.toml.
Tags
python cli search full-text research bm25 tfidf lancedb pytest
Quality Score
D
52.2/100
Structure
62
Code Quality
44
Documentation
74
Testing
0
Practices
58
Security
90
Dependencies
90
Strengths
- Code linting configured (ruff (possible))
- Consistent naming conventions (snake_case)
- Good security practices — no major issues detected
- Properly licensed project
Weaknesses
- No tests found — high risk of regressions
- No CI/CD configuration — manual testing and deployment
- 632 duplicate lines detected — consider DRY refactoring
- 2 'god files' with >500 LOC need decomposition
Recommendations
- Add a test suite — start with critical path integration tests
- Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
Languages
Frameworks
pytest
Symbols
function37
constant35
variable2
Embed Badge
Add to your README:
About: code-quality intelligence by Repobility · https://repobility.com
BinComp Dependency Hardening
All packages →4 of this repo's dependencies have been scanned for binary hardening. Grade reflects RELRO / stack canary / FORTIFY / PIE coverage.