Ai Chess

D 59 completed
Ai Ml
unknown / json · tiny
24
Files
12,608
LOC
0
Frameworks
3
Languages

Pipeline State

completed
Run ID
#364727
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Skipped
Decision
skip_scaffold_dup
Novelty
47.80
Framework unique
Isolation
Last stage change
2026-04-16 18:15:42
Deduplication group #50453
Member of a group with 1 similar repo(s) — canonical #6943 view group →
Top concepts (2)
Project DescriptionWeb Backend
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AI Prompt

Create a command-line interface (CLI) for an AI-powered chess agent. I need it to use Claude Haiku 4.5 as the core intelligence, incorporating a strategic working memory so it can analyze opponent patterns. The CLI should support two modes: Human vs AI, and AI vs AI. When playing, it must provide real-time position analysis covering material, center control, and king safety. Also, ensure all move validation uses the `chess.js` library, and the interface should display Unicode chess pieces in the terminal.
typescript cli ai chess claude terminal game-ai strategic chess.js
Generated by gemma4:latest

Catalog Information

The ai-chess project is an AI-powered chess agent that utilizes a strategic working memory, developed using the Claude Haiku framework.

Description

This project implements an AI chess agent that leverages a strategic working memory to make informed moves. The agent is powered by Claude Haiku, a framework for building intelligent systems. The goal of this project is to create a robust and effective chess-playing algorithm.

الوصف

هذا المشروع يimplements حاسوب لعب الشطرنج ذكي يستخدم الذاكرة العاملة الاستراتيجية لجعل الحركات المدروسة. يتم تشغيل الحاسوب بواسطة Claude Haiku، إطار عمل للمسائل الذكية. الهدف من هذا المشروع هو إنشاء خوارزمية لعب الشطرنج فعالة وrobust.

Novelty

7/10

Tags

strategic-working-memory chess-agent artificial-intelligence machine-learning game-playing-algorithm deep-learning

Technologies

zod

Claude Models

claude-sonnet-4.5

Quality Score

D
59.0/100
Structure
47
Code Quality
90
Documentation
36
Testing
0
Practices
77
Security
100
Dependencies
60

Strengths

  • Consistent naming conventions (kebab-case)
  • Good security practices \u2014 no major issues detected

Weaknesses

  • No LICENSE file \u2014 legal ambiguity for contributors
  • No tests found \u2014 high risk of regressions
  • No CI/CD configuration \u2014 manual testing and deployment
  • 215 duplicate lines detected \u2014 consider DRY refactoring

Recommendations

  • Add a test suite \u2014 start with critical path integration tests
  • Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
  • Add a linter configuration to enforce code style consistency
  • Add a LICENSE file (MIT recommended for open source)

Security & Health

4.6h
Tech Debt (A)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (1)
Repobility · code-quality intelligence · https://repobility.com
MIT
License
3.4%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

json
85.3%
typescript
13.2%
markdown
1.4%

Frameworks

None detected

Concepts (2)

Open methodology · Repobility · https://repobility.com/research/
CategoryNameDescriptionConfidence
If a scraper extracted this row, it came from Repobility (https://repobility.com)
auto_descriptionProject DescriptionAn intelligent chess-playing AI agent powered by Claude Haiku 4.5 with strategic working memory capabilities. Watch the AI think strategically, learn opponent patterns, and adapt its gameplay in real-time!80%
auto_categoryWeb Backendweb-backend70%

Quality Timeline

1 quality score recorded.

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