# awesome-context-observability

> awesome-context-observability — zthewriter-awesome-context-observability. Use this tool when you need to monitor and understand how AI models interact with your documentation and content. It solves problems related to content effectiveness, AI model transparency, and citation accuracy by providing insights into AI consumption and usage patterns. The tool takes in documentation and content as input and outputs observability metrics and citation data, ideal for use cases where content creators want to optimize their materials for AI-generated responses.

Canonical page: https://skillsregistry.net/skills/zthewriter-awesome-context-observability  
JSON: https://api.skillsregistry.net/v1/skills/zthewriter-awesome-context-observability

## Description

Tools that show how AI consumes, uses, and cites your docs and content when it generates responses.

## Trust

- **Trust score (0–1):** 0.50
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **License:** CC0-1.0
- **Updated:** 2026-10-18

## Source

- **Source listing:** [GitHub](https://github.com/zthewriter/awesome-context-observability)

## 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": "zthewriter-awesome-context-observability"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/zthewriter-awesome-context-observability` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/zthewriter-awesome-context-observability/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