auto-improve

auto-claude-plugins

A marketplace of Claude Code plugins for automation, quality, and productivity. These plugins create autonomous iterative loops that analyze your codebase, interview you once, then run hands-off — making changes, evaluating results, and keeping only what works.

Quick Start

# Add the marketplace
/plugin marketplace add aminry/auto-claude-plugins

# List available plugins
/plugin list

# Install a plugin
/plugin install auto-improve@auto-claude-plugins
/plugin install auto-develop@auto-claude-plugins

Available Plugins

Plugin	Description	Version
auto-improve	Creates custom auto-improve loops for any feature — builds evaluation rubrics and generates autonomous iterative improvement skills	1.0.1
auto-develop	Creates custom auto-develop loops for any feature — builds capability specs and generates autonomous iterative development skills that add new functionality	1.0.0

auto-improve

Improves the quality of existing features. Builds an evaluation rubric (40-100 yes/no questions), then runs a loop that scores output, identifies the highest-impact failure cluster, makes a single fix, and keeps only changes that improve scores.

/auto-improve:create <feature>        # Build rubric + improvement loop
/auto-improve:evolve-rubric <feature> # Expand rubric after running cycles

Initialize → Generate & Evaluate → Analyze Failures → Implement Fix → Compare & Decide → Loop

auto-develop

Adds new functionality to existing features. Builds a capability specification (10-20 tiered capabilities with dependencies and acceptance criteria), then runs a loop that selects the next eligible capability, plans the implementation, writes code, verifies acceptance criteria, and runs regression checks.

/auto-develop:create <feature>       # Build spec + development loop
/auto-develop:evolve-spec <feature>  # Expand spec after running cycles

Initialize → Select Capability → Plan → Implement → Verify → Regression Check → Accept/Reject → Loop

When to use which

Situation	Plugin
Feature exists but output quality is poor	auto-improve
Feature exists but is missing functionality	auto-develop
Want to hit a quality score target	auto-improve
Want to build out a feature roadmap	auto-develop
Fixing bugs, formatting, accuracy	auto-improve
Adding endpoints, options, capabilities	auto-develop

Both plugins auto-detect your tech stack (Node.js, Python, Go, Rust, Ruby, Java/Kotlin) and app type (web backend, frontend, CLI, data pipeline, ML/AI, library, mobile).

For Teams

Add to your project's .claude/settings.json to auto-enable for all team members:

{
  "extraKnownMarketplaces": {
    "auto-claude-plugins": {
      "source": {
        "source": "github",
        "repo": "aminry/auto-claude-plugins"
      }
    }
  },
  "enabledPlugins": {
    "auto-improve@auto-claude-plugins": true,
    "auto-develop@auto-claude-plugins": true
  }
}

Repository Structure

auto-claude-plugins/
├── .claude-plugin/
│   └── marketplace.json                ← Marketplace catalog
├── plugins/
│   ├── README.md                       ← Plugin development guide
│   ├── auto-improve/                   ← Auto-improve factory plugin
│   │   ├── .claude-plugin/
│   │   │   └── plugin.json
│   │   ├── commands/
│   │   │   ├── create.md
│   │   │   └── evolve-rubric.md
│   │   └── README.md
│   └── auto-develop/                   ← Auto-develop factory plugin
│       ├── .claude-plugin/
│       │   └── plugin.json
│       ├── commands/
│       │   ├── create.md
│       │   └── evolve-spec.md
│       └── README.md
├── README.md
└── LICENSE

Inspiration

These plugins were inspired by autoresearch by Andrej Karpathy — the idea of using automated iterative loops with evaluation functions to continuously improve and expand software.

Contributing

See Plugin Development Guide for instructions on adding new plugins.

License

MIT