AI Displacement Monitor

Use this skill to produce a structured risk monitor for AI-led labor substitution and downstream financial stress.

Output Format

Always return:

1. Signal Board (10 indicators with latest value, direction, threshold status)
2. Composite Risk Light (GREEN / YELLOW / ORANGE / RED)
3. Actionable Notes (portfolio/risk posture suggestions)
4. Data Gaps (missing or stale inputs)

Indicator Framework

Read references/thresholds.example.json and follow its indicator IDs, thresholds, and tiering.