# io.github.10iii/air

> Use this tool when you need to optimize output compression for various command-line tools and workflows, solving problems of large output data and improving performance in tasks such as data processing, testing, and searching. It provides compressed output for tools like read, grep, diff, and bash, with inputs including command-line data and outputs being compressed results. Ideal for use cases involving large data sets, automated testing, and web searches.

Canonical page: https://skillsregistry.net/skills/io-github-10iii-air  
JSON: https://api.skillsregistry.net/v1/skills/io-github-10iii-air

## Description

AI-optimized tool output compression for read, grep, diff, bash, test, web, search, and more

## Trust

- **Trust score (0–1):** 0.76
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 0.2.2
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** search
- **Updated:** 2026-09-28

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.10iii%2Fair)
- **Repository:** <https://github.com/10iii/air>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "io-github-10iii-air"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/io-github-10iii-air` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/io-github-10iii-air/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt