Jcode
C 61 completed
Cli Tool
unknown / java · tiny
28
Files
2,132
LOC
0
Frameworks
6
Languages
Pipeline State
completedRun ID
#298793Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
CatalogedDecision
proceedNovelty
52.25Framework unique
—Isolation
—Last stage change
2026-05-10 03:34:14Deduplication group #51740
Member of a group with 12 similar repo(s) — canonical #22925 view group →
Top concepts (4)
CLI ToolConfigurationDatabaseFile Management
Repobility · open methodology · https://repobility.com/research/
🧪 Code Distillation
Browse all specs →Sample distilled functions (click for full spec)
com.jcode.tui.Spinner.stopStops the internal operation of the spinner component by first checking if it is currently running. If active, it sets the running state to false and then interrupts the associated thread, waiting briefly for it to terminate. This method has no explicit return value and its primary side-effect is ha
com.jcode.tui.Spinner.startInternalInitiates a background thread to display an animated loading spinner in the console. It accepts a label string to append to the spinner animation. The function has no explicit return value but manages a side effect by continuously printing changing text to the standard output until the internal runn
com.jcode.tui.DiffRenderer.computeDiffComputes a list of difference lines by comparing two arrays of strings, representing old and new content, starting from a specified line number. It utilizes a Longest Common Subsequence approach to determine additions, removals, and unchanged context lines. The function accepts two string arrays and
AI Prompt
Create a lightweight, terminal-based AI coding agent similar to jcode. I want it to function as an interactive coding assistant that connects to local LLMs like LM Studio and Ollama. Key features must include an interactive REPL, tool use capabilities (allowing it to read, write, edit files, run bash commands, grep, and find files), and automatic planning for complex tasks. It should also support a readonly mode and a one-shot mode for simple prompts. Since it's local-first, it shouldn't require cloud API keys.
java cli ai-agent terminal llm local-llm tool-use coding-assistant bash
Generated by gemma4:latest
Catalog Information
jcode is a lightweight, terminal-based AI coding agent that connects to local LLMs for an interactive coding assistant.
Description
jcode is a terminal-based AI coding agent powered by local LLMs. It connects to providers like LM Studio and Ollama, giving you a coding assistant in your terminal with full filesystem access and automatic planning. The agent has various features, including an interactive REPL, tool use, automatic planning, readonly mode, one-shot mode, and local-first functionality.
الوصف
يعد jcode مساعدًا لكتابة الكود عبر الوسائط التفاعلية في المجلدات المحلية، يعتمد على أجهزة LLM المحلية. يصل إلى مزودين مثل LM Studio و Ollama، مما يعطي لك مساعدًا للكتابة في المجلدات المحلية مع إمكانية الوصول الكامل للملفات والتنفيذ التلقائي. يحتوي المساعد على العديد من الميزات، بما في ذلك REPL التفاعلي، استخدام أدوات، التخطيط التلقائي، وضع القراءة فقط، ووضع واحد-المرة، وفункциوية أولى المحلية.
Novelty
7/10Tags
interactive-coding-assistant local-lms filesystem-access automatic-planning readonly-mode oneshot-mode local-first
Claude Models
claude-opus-4.6
Quality Score
C
61.1/100
Structure
54
Code Quality
83
Documentation
57
Testing
0
Practices
74
Security
100
Dependencies
80
Strengths
- Consistent naming conventions (PascalCase)
- Good security practices \u2014 no major issues detected
- Properly licensed project
Weaknesses
- No tests found \u2014 high risk of regressions
- No CI/CD configuration \u2014 manual testing and deployment
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
Security & Health
5.1h
Tech Debt (D)
High
DORA Rating
A
OWASP (100%)
Methodology: Repobility · https://repobility.com/research/state-of-ai-code-2026/
PASS
Quality Gate
A
Risk (6)
MIT
License
1.8%
Duplication
Languages
Frameworks
None detected
Symbols
variable261
method81
constant37
class23
function10
interface2
enum1
Concepts (4)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Repobility · code-quality intelligence platform · https://repobility.com | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | CLI Tool | cli | 60% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Configuration | Detected from 5 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Database | Detected from 5 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | File Management | Detected from 4 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
All rows scored by the Repobility analyzer (https://repobility.com)
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