Automatic Quality Gates for Claude Code
Every conversation ends with validation. Linting, formatting, type-checking, and tests run automatically, catching issues before they ship.
How It Works
Quality enforcement that runs automatically, learns from results, and gets faster over time.
Install
One command installs the CLI and auto-detects plugins for your stack.
han plugin install --autoCode
Claude writes code as usual. No workflow changes needed.
Validate
Stop hooks run automatically. Linters, formatters, type checkers, and tests are all verified.
Learn
Local metrics track success rates and calibrate confidence. Nothing leaves your machine.
What's Inside
139+ plugins across nine categories, all working together.
Core
Essential Infrastructure
Auto-installs han binary, provides metrics, MCP servers, and quality principles.
Languages
Programming Support
Language-specific tooling, LSP integration, and syntax support.
Frameworks
Framework Integrations
Framework-specific patterns, components, and best practices.
Validation
Code Quality
Linting, formatting, type checking, and quality enforcement.
Tools
Development Tools
Build tools, package managers, testing frameworks, and utilities.
Services
External Integrations
MCP servers for GitHub, Jira, Sentry, and other external APIs.
Disciplines
Specializations
Specialized agents for frontend, backend, security, and more.
Patterns
Methodologies
Workflows, architectural patterns, and best practices.
Specialized
Niche Tools
Domain-specific and specialized development tools.
Why It Works
Smart Caching
Only runs validation when relevant files change. Native Rust hashing keeps it fast.
Local Metrics
Tracks task success and confidence calibration. All data stays on your machine, never sent anywhere.
Zero Config
Binary auto-installs on first session. --auto flag detects your stack automatically.
Any Stack
TypeScript, Python, Rust, Go, Ruby, Elixir. If there's a linter, there's a plugin.
Get Started
Install directly in Claude Code with a few simple commands.
1. Add the Han marketplace:
/plugin marketplace add thebushidocollective/han2. Install the core plugin:
/plugin install core@thebushidocollective-han3. Install backpressure plugins for your stack:
# TypeScript projects
/plugin install typescript@thebushidocollective-han
/plugin install biome@thebushidocollective-han
# Python projects
/plugin install ruff@thebushidocollective-han
/plugin install pytest@thebushidocollective-hanBackpressure plugins provide quality gates that guide AI iteration.
Linting, type checking, and test failures create feedback loops that improve output.
Backpressure guides iteration
Smart caching for speed
All data stays local
CLI Installation
Prefer the command line? Install the han CLI for more control.
1. Install the CLI:
curl -fsSL https://han.guru/install.sh | bash2. Auto-detect and install plugins for your project:
han plugin install --autoThat's it. Next time you use Claude Code, validation hooks will run automatically when you finish a conversation.