# kalairos

> kalairos — labskrishna-kalairos. Use this tool when you need to manage long-term memory for AI agents, providing durable and private storage of time-sensitive data. Kalairos solves problems related to data persistence and version control, allowing agents to learn from and adapt to changing circumstances. It accepts input from AI agents and outputs stored data, with integration capabilities via git for seamless version management.

Canonical page: https://skillsregistry.net/skills/labskrishna-kalairos  
JSON: https://api.skillsregistry.net/v1/skills/labskrishna-kalairos

## Description

Durable, private, time-aware memory engine for long-running AI agents

## Trust

- **Trust score (0–1):** 0.00
- **Verification tier:** scanned
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Category:** ai-ml
- **Updated:** 2026-09-21

## Source

- **Source listing:** [GitHub](https://github.com/LabsKrishna/kalairos)

## 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": "labskrishna-kalairos"
    }
  }
}
```

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