# Skill Swarm

> Use this tool when you need to efficiently manage coding agent skills, automating the discovery, evaluation, and installation process. Skill Swarm solves problems of skill discovery, security, and lifecycle management by searching multiple registries, applying trust scoring, and performing security scans. It provides a streamlined interface for inputting skill requirements and outputs installed and managed skills, ideal for use in dynamic coding environments where agent capabilities need to be rapidly adapted.

Canonical page: https://skillsregistry.net/skills/ancrz-skill-swarm  
JSON: https://api.skillsregistry.net/v1/skills/ancrz-skill-swarm

## Description

Automates the pipeline of finding, evaluating, and installing skills for coding agents. Searches across multiple registries in parallel, applies trust scoring based on five dimensions including git quality metrics, performs security scanning before installation, and manages skill lifecycle with dead-skill detection. Includes context cherry-picking for partial skill loading.

## Trust

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

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** version-control
- **Updated:** 2026-04-25

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/ancrz-skill-swarm)
- **Repository:** <https://github.com/ancrz/skill-swarm-mcp>

## 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": "ancrz-skill-swarm"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ancrz-skill-swarm` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ancrz-skill-swarm/pull`

---
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