Vibe Code Boilerplate

C 70 completed
Library
cli / python · small
196
Files
28,919
LOC
1
Frameworks
6
Languages

Pipeline State

completed
Run ID
#306521
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Skipped
Decision
skip_scaffold_dup
Novelty
49.07
Framework unique
Isolation
Last stage change
2026-04-16 18:15:42
Deduplication group #47941
Member of a group with 1 similar repo(s) — canonical #9446 view group →
Top concepts (9)
Project DescriptiontestinginfrastructureTestingFactoryStrategyTestingDatabaseConfiguration
Same scanner, your repo: https://repobility.com — Repobility

AI Prompt

Create a command-line boilerplate for AI-assisted development workflow orchestration. I need it to automate the process from a Linear ticket to a merged PR. Specifically, the tool should handle ticket lifecycle automation, automatically updating ticket statuses (e.g., In Progress to Deployed) upon PR events. It must also manage worktree isolation so I can work on multiple tickets in parallel without manual branch switching. Furthermore, the CI/CD process needs to enforce PR policies, requiring both a ticket reference and a risk label before merging. The setup should be quick, ideally using a command like `bin/vibe setup --quick`.
python cli workflow ai-assisted devops git linear automation boilerplate
Generated by gemma4:latest

Catalog Information

This project is a framework-agnostic boilerplate for AI-assisted development, intended to help developers streamline their workflow.

Description

Vibe-boilerplate is a project template designed to facilitate AI-assisted development. It provides a foundation for building applications with the aid of artificial intelligence. This boilerplate aims to simplify the development process by offering a pre-configured environment that can be easily adapted to various projects. The goal is to enable developers to focus on their application's core functionality, rather than spending time setting up infrastructure.

الوصف

هذا المشروع هو قالب مشاريع غير معزوم للتنمية بالمساعدة الذكية، يهدف إلى مساعدة المطورين في تسهيل عملية التطوير. يقدم هذا القالب أساسًا لإنشاء تطبيقات باستخدام الذكاء الاصطناعي. يساعد هذا القالب على بساطة عملية التطوير من خلال تقديم بيئة مُعدّة مسبقًا يمكن أن يتم تحديثها بسهولة لتناسب مشاريع مختلفة.

Novelty

3/10

Tags

ai-assisted-development project-boilerplate framework-agnostic development-tool

Technologies

click

Claude Models

claude-opus-4.6

Quality Score

C
69.6/100
Structure
78
Code Quality
61
Documentation
88
Testing
75
Practices
52
Security
65
Dependencies
90

Strengths

  • CI/CD pipeline configured (github_actions)
  • Good test coverage (36% test-to-source ratio)
  • Code linting configured (ruff (possible))
  • Consistent naming conventions (snake_case)

Weaknesses

  • No LICENSE file \u2014 legal ambiguity for contributors
  • Potential hardcoded secrets in 1 files
  • 2222 duplicate lines detected \u2014 consider DRY refactoring
  • 5 'god files' with >500 LOC need decomposition

Recommendations

  • Add a LICENSE file (MIT recommended for open source)
  • Move hardcoded secrets to environment variables or a secrets manager
  • Address 36 TODO/FIXME items \u2014 consider tracking them as issues

Security & Health

19.6h
Tech Debt (B)
Medium
DORA Rating
A
OWASP (100%)
Generated by Repobility's multi-pass static-analysis pipeline (https://repobility.com)
PASS
Quality Gate
A
Risk (2)
MIT
License
5.3%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

python
67.6%
markdown
28.7%
yaml
2.7%
shell
0.5%
json
0.3%
toml
0.2%

Frameworks

pytest

Symbols

function244
method223
variable159
constant68
class53
property15

Concepts (9)

Scored by Repobility's multi-pass pipeline · https://repobility.com
CategoryNameDescriptionConfidence
Repobility analyzer · published findings · https://repobility.com
auto_descriptionProject DescriptionShip faster with AI. Stay organized. Never lose work.80%
arch_layertestingDetected testing layer70%
arch_layerinfrastructureDetected infrastructure layer70%
auto_categoryTestingtesting70%
design_patternFactoryFound factory/create_ naming patterns60%
design_patternStrategyFound strategy/policy-named files60%
business_logicTestingDetected from 30 related files50%
business_logicDatabaseDetected from 2 related files50%
business_logicConfigurationDetected from 9 related files50%

Quality Timeline

1 quality score recorded.

View File Metrics
Repobility's GitHub App fixes findings like these · https://github.com/apps/repobility-bot

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BinComp Dependency Hardening

All packages →
3 of this repo's dependencies have been scanned for binary hardening. Grade reflects RELRO / stack canary / FORTIFY / PIE coverage.
Nrequests2.33.1 · 0 gadgets · risk 3687.0Nclick8.3.2 · 0 gadgets · risk 0.0Ftomli2.4.1 · 122 gadgets · risk 0.0