# semley

> semley — msradam-semley. Use this tool when you need to investigate SRE incidents efficiently, as it enables autonomous analysis by taking natural language descriptions of incidents and gathering read-only evidence to produce grounded conclusions. It solves problems of manual investigation and evidence collection, providing a governed and systematic approach to incident analysis. The tool takes natural language inputs and produces conclusive outputs, making it ideal for use cases where swift and accurate incident investigation is crucial.

Canonical page: https://skillsregistry.net/skills/msradam-semley  
JSON: https://api.skillsregistry.net/v1/skills/msradam-semley

## Description

Enables autonomous SRE incident investigation by allowing users to describe incidents in natural language. The agent follows a governed state machine to gather read-only evidence and produce grounded conclusions.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/v20e8qupu1)
- **Repository:** <https://github.com/msradam/semley>

## 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": "msradam-semley"
    }
  }
}
```

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