# ai-displacement-monitor

> ai-displacement-monitor — spyfree-ai-displacement-monitor. Use this tool when you need to track early-warning signals of AI-driven job displacement in white-collar industries and potential macro-financial impacts. It monitors labor market trends and financial indicators to identify potential spillovers, providing insights into the effects of AI adoption on the workforce. Ideal for policymakers, economists, and business leaders seeking to anticipate and mitigate the consequences of AI-driven labor displacement.

Canonical page: https://skillsregistry.net/skills/spyfree-ai-displacement-monitor  
JSON: https://api.skillsregistry.net/v1/skills/spyfree-ai-displacement-monitor

## Description

Monitor early-warning signals of AI-driven white-collar labor displacement and macro-financial spillovers.

## 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:** monitoring
- **Updated:** 2026-09-28

## Source

- **Source listing:** [ClawHub](https://clawskills.sh/skills/spyfree-ai-displacement-monitor)

## 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": "spyfree-ai-displacement-monitor"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/spyfree-ai-displacement-monitor` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/spyfree-ai-displacement-monitor/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