# kalibr

> Use this tool when you need to automate self-repair and maintenance for ship agents, solving issues with agent downtime and inefficiency. Kalibr takes in malfunctioning ship agents as input and outputs fully functional and updated agents, streamlining operations and reducing errors. Ideal for use in scenarios where continuous agent functionality is crucial, such as in logistics, transportation, or navigation systems.

Canonical page: https://skillsregistry.net/skills/devonakelley-kalibr  
JSON: https://api.skillsregistry.net/v1/skills/devonakelley-kalibr

## Description

Ship agents that fix themselves.

## Trust

- **Trust score (0–1):** 0.60
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** instructions
- **Runtime environment:** llm
- **Category:** other
- **Updated:** 2026-04-22

## Source

- **Source listing:** [ClawHub](https://clawskills.sh/skills/devonakelley-kalibr)

## 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": "devonakelley-kalibr"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/devonakelley-kalibr` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/devonakelley-kalibr/pull`

---
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