Verve
D 54 completed
Ai Ml
web_app / go · small
258
Files
31,151
LOC
3
Frameworks
13
Languages
Pipeline State
completedRun ID
#305541Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
CatalogedDecision
proceedNovelty
77.07Framework unique
—Isolation
—Last stage change
2026-05-10 03:35:10Deduplication group #59955
Member of a group with 2 similar repo(s) — this repo is canonical view group →
Top concepts (12)
RepositoryProject DescriptionObserver/Event EmitterLayered Architecturepresentationdata_accessinfrastructureWeb FrontendDatabaseFile ManagementLoggingSearch
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🧪 Code Distillation
Browse all specs →AI Prompt
Create an AI agent orchestrator called Verve. I need it to dispatch Claude Code agents to work on tasks within isolated Docker containers, ensuring user source code stays within the user's network. The system should have a web UI built with SvelteKit where users can create tasks with a description and target repository. The backend should use Go for the API server and worker, interact with a PostgreSQL database, and manage the workflow: a worker claims a task, spawns the container, monitors code changes, commits, and automatically opens/monitors pull requests. It must also handle real-time log streaming and automatically retry tasks if CI fails.
go sveltekit docker ai-agent orchestrator web-app postgresql claude-code api
Generated by gemma4:latest
Catalog Information
Verve is an AI agent orchestrator that dispatches Claude Code agents to work on tasks in isolated Docker containers, keeping user source code within their network.
Description
Verve is a platform that leverages AI to automate coding tasks. It uses isolated Docker containers to run Claude Code agents, which can perform various coding tasks such as making changes, committing, and opening pull requests. The platform provides real-time logging and automatic retry of failed tasks. Verve supports custom agent images for projects with specific dependencies.
الوصف
هي منصة تستخدم الذكاء الاصطناعي لتحسين مهارات الكتابة البرمجية. تعمل على استخدام حاويات Docker المعزولة لتشغيل एजENTS Claude Code، التي يمكنها إجراء مهام كتابة برمجية مثل تغييرات الملفات، وفتح طلبات مراجعة. توفر المنصة تسجيلًا زمنيًا في الوقت الحقيقي وتكرار تلقائي للمهام الفاشلة. تدعم Verve حاويات أجينت مخصصة لمشاريع معينة.
Novelty
7/10Tags
code-generation task-management real-time-chat file-sharing data-visualization
Technologies
echo ent grpc
Claude Models
claude-opus-4.6
Quality Score
D
54.2/100
Structure
55
Code Quality
67
Documentation
40
Testing
35
Practices
64
Security
55
Dependencies
90
Strengths
- CI/CD pipeline configured (github_actions)
- Code linting configured (golangci-lint)
- Containerized deployment (Docker)
- Properly licensed project
Weaknesses
- 12 files with critical complexity need refactoring
- Potential hardcoded secrets in 2 files
- 4914 duplicate lines detected \u2014 consider DRY refactoring
- 8 'god files' with >500 LOC need decomposition
Recommendations
- Add a test suite \u2014 start with critical path integration tests
- Move hardcoded secrets to environment variables or a secrets manager
Security & Health
23.3h
Tech Debt (B)
Medium
DORA Rating
A
OWASP (100%)
Repobility · severity-and-effort ranking · https://repobility.com
PASS
Quality Gate
A
Risk (2)
MIT
License
17.5%
Duplication
Languages
Frameworks
Svelte SvelteKit Vite
Symbols
method587
constant191
struct182
function117
variable37
interface25
type_alias16
property5
class4
Concepts (18)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Source: Repobility analyzer · https://repobility.com | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| design_pattern | Repository | Found repository-named files | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_description | Project Description | An AI agent orchestrator that dispatches Claude Code agents to work on tasks in isolated Docker containers. User source code never leaves their network. | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| design_pattern | Observer/Event Emitter | Found event emission/subscription patterns | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| arch_pattern | Layered Architecture | Found API/routes, service, and data layers | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| arch_layer | presentation | Detected presentation layer | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| arch_layer | data_access | Detected data_access layer | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| arch_layer | infrastructure | Detected infrastructure layer | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Web Frontend | web-frontend | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Database | Detected from 40 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | File Management | Detected from 9 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Logging | Detected from 21 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Search | Detected from 9 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Testing | Detected from 15 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| arch_pattern | Containerized/Microservices | Multiple Dockerfiles found at package level | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | API Gateway | Detected from 2 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Analytics | Detected from 3 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Authentication | Detected from 11 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Configuration | Detected from 18 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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