# Log Reducer

> Log Reducer — launch-it-labs-log-reducer. Use this tool when you need to simplify complex log files and reduce noise, preserving only critical information such as errors, warnings, and unique events. It cuts redundant tokens by 70-90%, making it ideal for AI agents processing large amounts of log data. The Log Reducer takes in raw log files as input and outputs condensed, actionable logs.

Canonical page: https://skillsregistry.net/skills/launch-it-labs-log-reducer  
JSON: https://api.skillsregistry.net/v1/skills/launch-it-labs-log-reducer

## Description

Reduces log files to remove noise and duplicate information, cutting tokens by 70-90% for AI agents, preserving only errors, warnings, and unique events.

## Trust

- **Trust score (0–1):** 0.67
- **Verification tier:** scanned
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/u7dhffs25f)
- **Repository:** <https://github.com/launch-it-labs/log-reducer>

## 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": "launch-it-labs-log-reducer"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/launch-it-labs-log-reducer` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/launch-it-labs-log-reducer/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