ikooky GitHub avatar

litecoder

ikooky

LiteCoder is a cross-platform Python coding agent CLI for repository-level software development, featuring a streaming terminal interface, persistent sessions, project memory, multi-agent collaboration, and extensible integrations.

Stars

7

7-day growth

No data

Forks

1

Open issues

0

License

MIT

Last updated

2026-07-30

AI repository intelligence
FR-AI / ANALYSIS

Why it is worth attention

It combines a practical terminal-first workflow with controlled execution, context management, durable project memory, multi-agent collaboration, and an extensible runtime via MCP servers, hooks, and skills, all under an MIT license.

Who it is for

  • Software developers working on repository-level tasks
  • Teams needing collaborative coding agents with task delegation
  • CLI enthusiasts seeking a terminal-native AI assistant
  • AI practitioners integrating custom model providers

Use cases

  • Automated code review and refactoring across a repository
  • Multi-agent code generation with subagents and team coordination
  • Persistent project memory for maintaining context in large codebases
  • Interactive debugging and guided development via terminal UI

Strengths

  • Terminal-first workflow with interactive, single-prompt, and resume modes
  • Flexible model provider support (Anthropic, OpenAI, custom compatible endpoints)
  • Controlled execution with explicit permissions and secret redaction
  • Extensible via MCP servers, lifecycle hooks, and project/user skills

Considerations

  • Requires Python 3.11+ and a valid API key for a supported provider
  • Evaluation execution may be unsafe; isolated environments recommended
  • No performance benchmarks or large-scale testing results provided

README quick start

Quick Start

Description

A practical coding agent for terminal workflows.

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