Artemis
F 40 completed
Other
containerized / r · small
195
Files
60,838
LOC
0
Frameworks
8
Languages
Pipeline State
completedRun ID
#381230Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
CatalogedDecision
proceedNovelty
55.07Framework unique
—Isolation
—Last stage change
2026-05-10 03:35:31Deduplication group #49788
Member of a group with 4 similar repo(s) — this repo is canonical view group →
Top concepts (1)
Data/ML
If a scraper extracted this row, it came from Repobility (https://repobility.com)
AI Prompt
I need help setting up an R-based project that replicates the SSA Office of the Chief Actuary's long-range OASDI projection model. The goal is to project the Social Security area population from 2022 up to 2099 using the component method, accounting for births, deaths, and immigration. The project structure should be containerized using Docker, and I need to manage configuration settings, perhaps using YAML files. Please ensure the core logic resides in R scripts within an `R/` directory.
r social-security actuarial projection docker data-science statistics simulation
Generated by gemma4:latest
Catalog Information
R-based replication of the SSA Office of the Chief Actuary's long-range OASDI projection model, targeting the 2025 Trustees Report (TR2025) intermediate assumptions. Projects the Social Security area population from 2022 through 2099 using the component method (births, deaths, immigration).
Description
R-based replication of the SSA Office of the Chief Actuary's long-range OASDI projection model, targeting the 2025 Trustees Report (TR2025) intermediate assumptions. Projects the Social Security area population from 2022 through 2099 using the component method (births, deaths, immigration).
Novelty
3/10Tags
r social-security actuarial projection docker data-science statistics simulation
Claude Models
claude-opus-4-6
Quality Score
F
40.4/100
Structure
34
Code Quality
24
Documentation
40
Testing
20
Practices
64
Security
90
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 CI/CD configuration \u2014 manual testing and deployment
- 10 files with critical complexity need refactoring
- Potential hardcoded secrets in 1 files
- 8400 duplicate lines detected \u2014 consider DRY refactoring
- 26 '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)
- Move hardcoded secrets to environment variables or a secrets manager
Security & Health
50.6h
Tech Debt (B)
A
OWASP (100%)
FAIL
Quality Gate
A
Risk (14)
Repobility · open methodology · https://repobility.com/research/
Unknown
License
25.4%
Duplication
Languages
Frameworks
None detected
Concepts (1)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Repobility · severity-and-effort ranking · https://repobility.com | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Data/ML | data-ml | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Embed Badge
Add to your README:
