Transform your AI development process with systematic, multi-agent collaboration.

rune-harness

Forge your AI development harness, one rune at a time.

A Claude Code plugin that guides development teams through AI-assisted development transformation via multi-agent collaboration — systematically building CLAUDE.md, Skills libraries, and agent workflows to establish a complete AI development harness for your project.

中文 | English

English

What is rune-harness?

rune-harness is a Claude Code plugin that helps software teams move from ad-hoc AI usage to a systematic, compounding AI development practice. Instead of generating files blindly, it interviews your codebase and your team, then proposes each convention one at a time for your confirmation.

Core principles:

Harness First — Build constraints + tools + feedback loops, not just documentation
Confirm, Don't Generate — AI analyzes evidence → proposes → developer confirms. Every output is a deliberate decision
Compounding Improvement — Each improvement prevents a class of future failures

Installation

# Clone to Claude Code plugins directory
git clone https://github.com/theopengroup/rune-harness.git ~/.claude/plugins/rune-harness

# Or install via marketplace (after configuration)
# /plugin install rune@rune-harness-marketplace

Commands

Command	Description
`/rune`	Launch the Rune transformation wizard (first-time setup)
`/rune-status`	View current maturity level and coverage dashboard
`/rune-update`	Continuously improve your harness based on feedback

Language Support

Language	Status
Go	✅ Full support
Java / Spring Boot	🔜 Planned
Python	🔜 Planned

中文

rune-harness 是什么？

rune-harness 是一个 Claude Code 插件，通过多 Agent 协作，引导开发团队系统化完成 AI 辅助开发转型——从 CLAUDE.md 编写、Skills 库建设到子 Agent 工作流设计，逐步建立属于自己项目的 AI 开发 Harness。

安装

git clone https://github.com/theopengroup/rune-harness.git ~/.claude/plugins/rune-harness

使用命令

命令	说明
`/rune`	启动 Rune 转型向导（首次使用）
`/rune-status`	查看当前成熟度与覆盖度看板
`/rune-update`	基于近期使用反馈持续优化 Harness

Plugin Architecture

rune-harness/
├── skills/            # User-facing skill entry points
├── agents/            # Multi-agent role definitions
├── skills-library/    # Installable skills catalog
│   ├── universal/     # Language-agnostic skills
│   └── golang/        # Go-specific skills
├── hooks/             # Lifecycle hooks
└── templates/         # CLAUDE.md generation templates

Multi-Agent Design

Agent	Role
transformation-planner	Scans project, builds roadmap, coordinates specialists
dev-transformer	CLAUDE.md + Skills + development workflows
test-transformer	Test strategy + TDD workflow + test harness
ops-transformer	CI/CD integration + deployment workflows
go-scanner	Deep analysis of Go project structure and conventions
spec-reviewer	Spec compliance review after each implementation
code-quality-reviewer	Code quality review with >80% confidence threshold

Rune Maturity Levels

Level	Name	AI Code Contribution
L1	Aware	< 10%
L2	Tooled	10–25%
L3	Systematic	25–40%
L4	Workflow-driven	40–60%
L5	Intelligent	60%+

License

MIT