Analyzer Rule Generator
C+ 74 completed
Ai Ml
monorepo / yaml · medium
676
Files
76,017
LOC
2
Frameworks
13
Languages
Pipeline State
completedRun ID
#307292Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
CatalogedDecision
proceedNovelty
75.00Framework unique
—Isolation
—Last stage change
2026-05-10 03:34:57Deduplication group #50454
Member of a group with 1 similar repo(s) — this repo is canonical view group →
Top concepts (12)
Project DescriptionpresentationLayered ArchitectureWeb BackendtestingFactoryFile ManagementLoggingSearchTestingDatabaseConfiguration
Provenance: Repobility (https://repobility.com) — every score reproducible from /scan/
🧪 Code Distillation
Browse all specs →AI Prompt
Create an AI-powered tool that generates static analysis rules for the Konveyor analyzer. I need it to take various inputs, such as URLs, Markdown files, or plain text, and use LLMs (like OpenAI, Anthropic Claude, or Google Gemini) to automatically extract migration patterns. The tool should support multiple languages, including Java, TypeScript/React, and Python. Key features must include classifying migration complexity (trivial to expert), generating rules in the Konveyor Analyzer Format, and ideally, it should also be able to extract rules directly from ESLint codemod repositories. Finally, please include functionality for generating test applications for rule validation.
python ai llm static-analysis yaml konveyor rule-generator documentation
Generated by gemma4:latest
Catalog Information
The Konveyor Ecosystem Analyzer Rule Generator is an AI-powered tool that generates rules for the Konveyor analyzer from migration guides and documentation.
Description
This project uses Large Language Models to automatically extract migration patterns from documentation and generate static analysis rules for the Konveyor analyzer. It supports multiple input formats, multi-language support, LLM-powered extraction, ESLint rule extraction, and more. The tool helps migration teams quickly create comprehensive rulesets without manual authoring.
الوصف
هذا المشروع يستخدم Large Language Models لاستخراج تطبيقات الهجرة من الوثائق وتوليد قواعد التحليل الستاتيكي للتحليلر Konveyor. يدعم هذا الأداة العديد من تنسيقات الإدخال، الدعم متعدد اللغات، استخراج LLM المُحسّن، استخراج قواعد ESLint، وغيرها. يساعد فريق الهجرة في إنشاء قوائم القواعد الشاملة بسرعة دون كتابة يدوية.
Novelty
9/10Tags
rule-generation migration-patterns static-analysis konveyor-analyzer large-language-models llm-powered-extraction eslint-rule-extraction
Technologies
anthropic beautifulsoup openai pydantic
Claude Models
claude-sonnet-4.5
Quality Score
C+
74.2/100
Structure
82
Code Quality
78
Documentation
80
Testing
85
Practices
53
Security
55
Dependencies
90
Strengths
- CI/CD pipeline configured (github_actions)
- Good test coverage (59% test-to-source ratio)
- Code linting configured (flake8, ruff (possible))
- Consistent naming conventions (snake_case)
- Properly licensed project
Weaknesses
- Potential hardcoded secrets in 2 files
- 881 duplicate lines detected \u2014 consider DRY refactoring
- 8 'god files' with >500 LOC need decomposition
Recommendations
- Move hardcoded secrets to environment variables or a secrets manager
- Address 44 TODO/FIXME items \u2014 consider tracking them as issues
Security & Health
17.1h
Tech Debt (A)
Medium
DORA Rating
A
OWASP (100%)
Want fix-PRs on findings? Install Repobility's GitHub App · github.com/apps/repobility-bot
PASS
Quality Gate
A
Risk (0)
Apache-2.0
License
2.2%
Duplication
Languages
Frameworks
Spring Boot pytest
Symbols
method14
function4
class2
API Endpoints (7)
| Method | Path | Handler | Framework | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Open data scored by Repobility · https://repobility.com | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | category | ge.get | Express | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | effort | ge.get | Express | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | labels | Z.get | Express | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | relationship | Z.get | Express | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | sourceTechnology | ge.get | Express | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | tag | t.get | Express | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | targetTechnology | ge.get | Express | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Concepts (14)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Same scanner, your repo: https://repobility.com — Repobility | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_description | Project Description |    | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| arch_layer | presentation | Detected presentation layer | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| arch_pattern | Layered Architecture | Found API/routes, service, and data layers | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Web Backend | web-backend | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| arch_layer | testing | Detected testing layer | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| design_pattern | Factory | Found factory/create_ naming patterns | 60% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | File Management | Detected from 19 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Logging | Detected from 16 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Search | Detected from 2 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Testing | Detected from 56 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Database | Detected from 48 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Configuration | Detected from 3 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Authentication | Detected from 23 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Analytics | Detected from 59 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Methodology: Repobility · https://repobility.com/research/state-of-ai-code-2026/
Embed Badge
Add to your README:
BinComp Dependency Hardening
All packages →5 of this repo's dependencies have been scanned for binary hardening. Grade reflects RELRO / stack canary / FORTIFY / PIE coverage.