Ucl Myriad Targets Example
D 50 completed
Other
containerized / r · tiny
20
Files
3,612
LOC
0
Frameworks
5
Languages
Pipeline State
completedRun ID
#374936Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
CatalogedDecision
proceedNovelty
42.09Framework unique
—Isolation
—Last stage change
2026-05-10 03:35:24Deduplication group #49788
Member of a group with 4 similar repo(s) — canonical #105495 view group →
Repobility (the analyzer behind this table) · https://repobility.com
AI Prompt
I need a reproducible data analysis project structure using the targets package in R. The goal is to process data and generate reports while ensuring British English spelling is used throughout the prose, except for R code identifiers. The project should be containerized using a Dockerfile, and I want to manage dependencies using renv. Please set up the necessary files, including a main index Quarto document and supporting scripts in a 'scripts' directory.
r targets reproducible-programming data-analysis docker quarto
Generated by gemma4:latest
Catalog Information
- Use British English spelling in all prose - R code identifiers are exempt
Description
- Use British English spelling in all prose - R code identifiers are exempt
Novelty
3/10Tags
r targets reproducible-programming data-analysis docker quarto
Claude Models
claude-opus-4-6
Quality Score
D
50.0/100
Structure
32
Code Quality
73
Documentation
25
Testing
0
Practices
78
Security
100
Dependencies
50
Strengths
- Consistent naming conventions (snake_case)
- Good security practices \u2014 no major issues detected
- Containerized deployment (Docker)
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
- 1 '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
6.1h
Tech Debt (D)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (4)
Provenance: Repobility (https://repobility.com) — every score reproducible from /scan/
Unknown
License
3.2%
Duplication
Languages
Frameworks
None detected
Embed Badge
Add to your README:
