Dashboard / Repos / Connect Four Ai

Connect Four Ai

C 60 completed
Other
monorepo / typescript · medium
659
Files
220,885
LOC
6
Frameworks
10
Languages
OverviewFiles & MetricsGit ActivityCall GraphSecurityReports

Pipeline State

completed
Run ID
#1546248
Phase
done
Progress
0%
Started
2026-04-16 23:54:29
Finished
2026-04-16 23:54:29
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
78.93
Framework unique
—
Isolation
—
Last stage change
2026-05-10 03:34:51
Deduplication group #1938287
Member of a group with 1 similar repo(s) — this repo is canonical view group →
Repobility analyzer · published findings · https://repobility.com

🧪 Code Distillation

Browse all specs →
Function bodies →
6,259
Real LLM specs →
0
0.0% coverage
All specs →
0
LLM insights →
0

AI Prompt

Create a complete Connect Four AI game project. I need a backend that can handle the game logic, ideally using FastAPI or Express, and a frontend built with React or a similar framework. Please include unit tests using Jest for the core game logic. The project should be structured as a monorepo and use TypeScript for type safety. I'd like to incorporate Tailwind CSS for styling the board and user interface.
typescript fastapi express react jest connect-four ai monorepo web-game tailwind
Generated by gemma4:latest

Catalog Information

Create a complete Connect Four AI game project. I need a backend that can handle the game logic, ideally using FastAPI or Express, and a frontend built with React or a similar framework. Please include unit tests using Jest for the core game logic. The project should be structured as a monorepo and use TypeScript for type safety. I'd like to incorporate Tailwind CSS for styling the board and user interface.

Tags

typescript fastapi express react jest connect-four ai monorepo web-game tailwind

Quality Score

C
60.5/100
Structure
60
Code Quality
50
Documentation
77
Testing
65
Practices
62
Security
55
Dependencies
90

Strengths

  • Well-documented README with substantial content
  • CI/CD pipeline configured (github_actions)
  • Code linting configured (eslint)
  • Containerized deployment (Docker)

Weaknesses

  • No LICENSE file — legal ambiguity for contributors
  • 9 files with critical complexity need refactoring
  • 16751 duplicate lines detected — consider DRY refactoring
  • 102 'god files' with >500 LOC need decomposition

Recommendations

  • Add a LICENSE file (MIT recommended for open source)
  • Address 260 TODO/FIXME items — consider tracking them as issues

Languages

typescript
61.8%
css
8.0%
python
7.4%
javascript
5.6%
markdown
5.5%
json
5.1%
shell
4.4%
yaml
1.9%
html
0.2%
text
0.0%

Frameworks

FastAPI Express NestJS Jest Tailwind CSS TypeORM

Symbols

method6,190
variable1,591
interface759
function759
class436
constant169
type_alias34
enum18
property14

API Endpoints (179)

Repobility analysis · methodology at https://repobility.com/research/
MethodPathHandlerFramework
Repobility (the analyzer behind this table) · https://repobility.com
GET/list_modelsFastAPI
GETadvanced_pathlearningPaths.getExpress
GETai_coordinationserviceStatus.getExpress
GETai_coordinationserviceStatus.getExpress
GETAI_COORDINATION_WS_URLconfigService.getExpress
GETaiHealthCheckconfigService.getExpress
GETaiInsightsconfigService.getExpress
GETaiInsightsconfigService.getExpress
GETaiTimeoutconfigService.getExpress
GETalgorithm_switchfallbackStrategies.getExpress
GETalgorithm_switchfallbackStrategies.getExpress
GETalgorithm_switchfallbackStrategies.getExpress
GETalgorithm_switchfallbackStrategies.getExpress
GETalgorithm_validationtestResults.getExpress
PUT/api/game/current-statecache.putExpress
GETariapersonalities.getExpress
GETbackendserviceStatus.getExpress
GETbackendUrlconfigService.getExpress
GETbackendUrlconfigService.getExpress
GETbalancedoptimizationProfiles.getExpress
GETbalancedoptimizationProfiles.getExpress
GETbaselinesystemMetrics.getExpress
GETbasic_tacticsstages.getExpress
GETbeginner_pathlearningPaths.getExpress
GETcached_responsefallbackStrategies.getExpress
GETcached_responsefallbackStrategies.getExpress
GETcached_responsefallbackStrategies.getExpress
GETcached_responsefallbackStrategies.getExpress
GETcached_responsefallbackStrategies.getExpress
GETconnect4environments.getExpress
GETconnect4taskGenerators.getExpress
GETconnect4-corestore.getExpress
GETcontent-typeheaders.getExpress
GETcontinuous_learningserviceStatus.getExpress
GETCONTINUOUS_LEARNING_WS_URLconfigService.getExpress
GET/coordination/statsget_coordination_statsFastAPI/Flask
GETcorsEnabledconfigService.getExpress
GETcorsEnabledconfigService.getExpress
GETcorsEnabledconfigService.getExpress
GETcorsOriginsconfigService.getExpress
GETcorsOriginsconfigService.getExpress
GETcorsOriginsconfigService.getExpress
GET/device-capabilitiesdevice_capabilitiesPython
GETDISABLE_EXTERNAL_SERVICESconfigService.getExpress
GETDISABLE_EXTERNAL_SERVICESconfigService.getExpress
GETDISABLE_EXTERNAL_SERVICESconfigService.getExpress
GET/download/{job_id}download_modelFastAPI/Flask
GETemergency_fallbackfallbackStrategies.getExpress
GETemergency_fallbackfallbackStrategies.getExpress
GETemergency_fallbackfallbackStrategies.getExpress

Showing 50 of 179

Quality Timeline

1 quality score recorded.

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BinComp Dependency Hardening

All packages →
18 of this repo's dependencies have been scanned for binary hardening. Grade reflects RELRO / stack canary / FORTIFY / PIE coverage.
Faiohttp3.13.5 · 354 gadgets · risk 8061.4Nsemver3.0.4 · 0 gadgets · risk 5565.0Ftorch2.11.0 · 1,257 gadgets · risk 5116.6Nflask3.1.3 · 0 gadgets · risk 574.2Fray2.55.0 · 935 gadgets · risk 58.9Naiofiles25.1.0 · 0 gadgets · risk 0.0Nasyncio4.0.0 · 0 gadgets · risk 0.0Ncelery5.6.3 · 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 0.0Fpsutil7.2.2 · 19 gadgets · risk 0.0Npydantic2.12.5 · 0 gadgets · risk 0.0Nredis7.4.0 · 0 gadgets · risk 0.0Fscipy1.17.1 · 21,805 gadgets · risk 0.0Nstructlog25.5.0 · 0 gadgets · risk 0.0Nuvicorn0.44.0 · 0 gadgets · risk 0.0Fwebsockets16.0 · 4 gadgets · risk 0.0