Turbofan

C+ 72 completed
Other
monorepo / ruby · small
228
Files
27,083
LOC
1
Frameworks
9
Languages

Pipeline State

completed
Run ID
#1541135
Phase
done
Progress
0%
Started
2026-04-16 20:32:26
Finished
2026-04-16 20:32:26
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
58.80
Framework unique
Isolation
Last stage change
2026-05-10 03:34:46
Deduplication group #61139
Member of a group with 8 similar repo(s) — canonical #1558460 view group →
All rows scored by the Repobility analyzer (https://repobility.com)

AI Prompt

Create a framework, similar to Turbofan, for defining and orchestrating multi-step, polyglot data pipelines specifically for AWS. I want the core definition language to be in Ruby, allowing users to define pipelines and steps declaratively. The system must handle infrastructure provisioning using CloudFormation generation, workflow orchestration using Step Functions definitions, and must support running steps in various containers (like Python, Rust, etc.). Key features to implement include automatic resource tagging for cost tracking, managing concurrency limits using AWS Batch consumable resources, and generating the necessary deployment artifacts.
ruby rails aws batch-processing cloudformation step-functions docker data-pipeline dsl
Generated by gemma4:latest

Catalog Information

Create a framework, similar to Turbofan, for defining and orchestrating multi-step, polyglot data pipelines specifically for AWS. I want the core definition language to be in Ruby, allowing users to define pipelines and steps declaratively. The system must handle infrastructure provisioning using CloudFormation generation, workflow orchestration using Step Functions definitions, and must support running steps in various containers (like Python, Rust, etc.). Key features to implement include auto

Tags

ruby rails aws batch-processing cloudformation step-functions docker data-pipeline dsl

Quality Score

C+
71.5/100
Structure
69
Code Quality
88
Documentation
45
Testing
85
Practices
58
Security
75
Dependencies
80

Strengths

  • Well-documented README with substantial content
  • CI/CD pipeline configured (github_actions)
  • Good test coverage (153% test-to-source ratio)
  • Consistent naming conventions (snake_case)
  • Containerized deployment (Docker)

Weaknesses

  • No LICENSE file — legal ambiguity for contributors
  • 623 duplicate lines detected — consider DRY refactoring

Recommendations

  • Add a linter configuration to enforce code style consistency
  • Add a LICENSE file (MIT recommended for open source)

Languages

ruby
95.3%
markdown
3.4%
yaml
0.7%
python
0.2%
rust
0.1%
json
0.1%
javascript
0.1%
toml
0.0%
text
0.0%

Frameworks

Rails

Symbols

method225
function126
class56
constant34
property30
variable11

Quality Timeline

1 quality score recorded.

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BinComp Dependency Hardening

All packages →
1 of this repo's dependencies have been scanned for binary hardening. Grade reflects RELRO / stack canary / FORTIFY / PIE coverage.
Nboto31.42.88 · 0 gadgets · risk 0.0