Creates custom auto-develop loops for any feature in any codebase — analyzes features, builds capability specs, and generates autonomous iterative development skills that add new functionality
npx claudepluginhub aminry/auto-claude-plugins --plugin auto-developA 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.
# 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
| 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 |
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
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
| 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).
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
}
}
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
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.
See Plugin Development Guide for instructions on adding new plugins.
MIT
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