Pitlane Ai
C+ 78 completed
Ai Ml
monorepo / python · small
186
Files
30,127
LOC
1
Frameworks
8
Languages
Pipeline State
completedRun ID
#305743Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
CatalogedDecision
proceedNovelty
60.07Framework unique
—Isolation
—Last stage change
2026-05-10 03:34:57Deduplication group #51398
Member of a group with 9 similar repo(s) — canonical #2124 view group →
Top concepts (12)
Project DescriptionTestingFactoryStrategyCachingConfigurationFile ManagementLoggingSearchTestingUser ManagementAuthentication
Source: Repobility analyzer · https://repobility.com
🧪 Code Distillation
Browse all specs →Sample distilled functions (click for full spec)
mainExecutes the primary logic by accepting exactly one command-line argument, which is expected to be a version string. It validates this input, calls a separate function to increment the version, and returns an integer exit code indicating success (0) or failure (1). The function prints usage instruct
bump_versionUpdates the version string across multiple specified configuration and source files within the project structure. It accepts a new version string as input and performs no explicit return value. The function modifies several files in place, and if any file update fails, it prints an error message and
update_init_pyUpdates the version string within a specified __init__.py file. It accepts a file path object and the desired new version as a string. The function modifies the file content by replacing the existing __version__ assignment with the provided version, and it prints a confirmation message upon success.
AI Prompt
Create an AI-powered application for Formula 1 data analysis. I need it to analyze lap times, visualize tyre strategies, and process race telemetry data. The system should also allow querying driver information from 1950 onwards and browsing complete event schedules. Since it uses an AI agent backbone, please ensure the structure supports demonstrating agent capabilities, perhaps using a web interface that can be run in development mode.
python ai f1 data-analysis agent-sdk web-app pytest
Generated by gemma4:latest
Catalog Information
This project provides F1 data analysis capabilities using artificial intelligence.
Description
Pitlane-AI is a platform that leverages the power of AI to analyze and provide insights from Formula 1 data. It utilizes machine learning algorithms to extract meaningful information, enabling users to gain a deeper understanding of the sport. The project aims to improve the fan experience by offering data-driven analysis and predictions.
الوصف
يستخدم Pitlane-AI قوة الذكاء الاصطناعي لتحليل وتقديم معلومات حول البيانات من سباقات فورمولا 1. يستخدم هذا المشروع خوارزميات التعلم الآلي لاستخراج المعلومات المهمة، مما يسمح للمستخدمين بالفهم الأعمق للرياضة. يهدف المشروع إلى تحسين تجربة المشجعين عن طريق تقديم التحليلات والتنبؤات المستندة على البيانات.
Novelty
7/10Tags
formula-one data-analysis artificial-intelligence machine-learning sports-analytics
Claude Models
claude-sonnet-4.6
Quality Score
C+
77.8/100
Structure
88
Code Quality
64
Documentation
85
Testing
85
Practices
70
Security
84
Dependencies
90
Strengths
- CI/CD pipeline configured (github_actions)
- Good test coverage (100% test-to-source ratio)
- Code linting configured (ruff (possible))
- Consistent naming conventions (snake_case)
- Good security practices \u2014 no major issues detected
- Properly licensed project
Weaknesses
- 1532 duplicate lines detected \u2014 consider DRY refactoring
- 1 'god files' with >500 LOC need decomposition
Security & Health
6.3h
Tech Debt (A)
Medium
DORA Rating
A
OWASP (100%)
Want this analysis on your repo? https://repobility.com/scan/
PASS
Quality Gate
A
Risk (0)
Apache-2.0
License
9.9%
Duplication
Languages
Frameworks
pytest
Symbols
function191
variable172
constant101
method38
class28
property2
API Endpoints (8)
| Method | Path | Handler | Framework | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Repobility · code-quality intelligence · https://repobility.com | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | / | index | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| POST | /api/chat | chat | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /api/conversations | list_conversations | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /api/conversations/{conversation_id}/messages | get_conversation_messages | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| POST | /api/conversations/{conversation_id}/resume | resume_conversation | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| POST | /api/conversations/new | new_conversation | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /charts/{session_id}/{filename} | serve_chart | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /health | health | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Concepts (13)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Repobility · code-quality intelligence platform · https://repobility.com | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_description | Project Description | AI-powered Formula 1 data analysis - from lap times and tyre strategy to race telemetry and historical insights. Built with Claude's Agent SDK to demonstrate practical applications of AI agents in domain-specific analysis. This project explores the intersection of motorsport data and modern agent ar | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Testing | testing | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| design_pattern | Factory | Found factory/create_ naming patterns | 60% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| design_pattern | Strategy | Found strategy/policy-named files | 60% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Caching | Detected from 3 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Configuration | Detected from 5 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | File Management | Detected from 2 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Logging | Detected from 2 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Search | Detected from 4 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Testing | Detected from 59 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | User Management | Detected from 5 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Authentication | Detected from 6 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Analytics | Detected from 2 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Repobility's GitHub App fixes findings like these · https://github.com/apps/repobility-bot
Embed Badge
Add to your README:
BinComp Dependency Hardening
All packages →9 of this repo's dependencies have been scanned for binary hardening. Grade reflects RELRO / stack canary / FORTIFY / PIE coverage.
Nmarkdown3.10.2 · 0 gadgets · risk 787.5Nasyncio4.0.0 · 0 gadgets · risk 0.0Nclick8.3.2 · 0 gadgets · risk 0.0Nfastapi0.135.3 · 0 gadgets · risk 0.0Cmatplotlib3.10.8 · 2,481 gadgets · risk 0.0Fnumpy2.4.4 · 6,596 gadgets · risk 0.0Fpandas3.0.2 · 6,381 gadgets · risk 0.0Nplotly6.7.0 · 0 gadgets · risk 0.0Nuvicorn0.44.0 · 0 gadgets · risk 0.0