# context-rot-detection

> context-rot-detection — milos-product-maker-context-rot-detection. Use this tool when you need to monitor AI agent performance and detect context rot in real-time, solving problems related to declining retrieval accuracy and session fatigue. It analyzes token utilization, retrieval accuracy, and session fatigue to provide insights into cognitive health. Ideal for use in applications where AI agents require continuous performance optimization and reliability.

Canonical page: https://skillsregistry.net/skills/milos-product-maker-context-rot-detection  
JSON: https://api.skillsregistry.net/v1/skills/milos-product-maker-context-rot-detection

## Description

Provides AI agents with real-time cognitive health monitoring, detecting context rot through token utilization, retrieval accuracy, and session fatigue analysis.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **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/dnj62mbdno)
- **Repository:** <https://github.com/milos-product-maker/context-rot-detection>

## 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": "milos-product-maker-context-rot-detection"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/milos-product-maker-context-rot-detection` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/milos-product-maker-context-rot-detection/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