# extropy

> extropy — deveshparagiri-extropy. Use this tool when you need to execute complex pipelines, diagnose failures, and generate evidence-backed simulations. It solves problems related to workflow management, error analysis, and simulation validation, providing actionable insights through its output. Ideal for use cases requiring automated pipeline execution and failure diagnosis, with inputs including pipeline definitions and simulation parameters, and outputs delivering detailed failure analysis and simulation results.

Canonical page: https://skillsregistry.net/skills/deveshparagiri-extropy  
JSON: https://api.skillsregistry.net/v1/skills/deveshparagiri-extropy

## Description

Execution-first operator for Extropy: run pipelines, diagnose failures, and deliver evidence-backed simulation.

## Trust

- **Trust score (0–1):** 1.00
- **Verification tier:** scanned
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** instructions
- **Runtime environment:** llm
- **Category:** devops-ci
- **Updated:** 2026-09-19

## Source

- **Source listing:** [ClawHub](https://clawskills.sh/skills/deveshparagiri-extropy)

## 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": "deveshparagiri-extropy"
    }
  }
}
```

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