crisis-response

Cross-check on-chain proposals and external data to verify crises.

Updated Jan 28, 2026
One-click install
npx skills add https://github.com/Gaia-Link/GaiaLink --skill crisis-response
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: crisis-response
Source: https://github.com/Gaia-Link/GaiaLink/tree/main/python_agent/gaia_link/skills/crisis-response
Command: npx skills add https://github.com/Gaia-Link/GaiaLink --skill crisis-response

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires gaia_link.config, and includes scripts (resource) components.

What problem does it solve?

This skill enables rapid crisis verification and validation by cross-checking on-chain proposals and external data sources to provide trusted risk assessments for humanitarian responses.

Core Features & Use Cases

  • On-Chain First: queries proposals via query_proposals and retrieves progress, funding amounts, and geographic coordinates (lat/lng) to anchor crisis context.
  • Crisis verification: leverages verify_crisis and multi-source data (e.g., Polymarket, news APIs) to generate a credibility score and supporting evidence.
  • Sentiment analysis: applies analyze_sentiment to gauge urgency and public sentiment around a crisis, flagging anomalies.
  • Workflow & integration: user input triggers chain of checks (on-chain lookup -> external verification -> sentiment analysis) and produces a consolidated report. The skill composes with donation-advisor and can be augmented by other GaiaLink AI Skills (e.g., donation-tracker, pool manager, crisis response).

Quick Start

Activate the crisis-response skill and provide a crisis location (lat/long) or a brief text describing the emergency. Then run the verify_polymarket.py script (in scripts) or send input to the agent to see real-time verification results.

Frequently Asked Questions about crisis-response

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I verify a disaster response proposal using on-chain data?

You can verify a disaster response proposal by querying on-chain data to retrieve funding amounts and geographic coordinates, then cross-checking external sources like Polymarket to generate a credibility score with supporting evidence.

What is crisis verification and how does sentiment analysis factor in?

Crisis validation cross-references multi-source external data against on-chain proposals, while sentiment analysis gauges urgency and public sentiment around the crisis to flag anomalies for rapid risk assessment.

Can I use Polymarket data for rapid risk assessment during a location-based crisis?

Yes, you can run the verify_polymarket.py script or provide crisis coordinates to the agent to retrieve Polymarket data, which is then combined with external validation to produce a consolidated risk report.

Does crisis response work with donation-advisor for routing trusted funds?

Yes, the crisis-response skill composes with donation-advisor and can be augmented by other GaiaLink AI skills like donation-tracker to route trusted funding based on the verified risk assessment.

What inputs do I need to trigger automated crisis verification?

You need to provide a crisis location as latitude and longitude coordinates or a brief text describing the emergency, which triggers the chain of on-chain lookup, external verification, and sentiment analysis.

What are the limitations of using on-chain proposals for disaster validation?

On-chain proposals anchor crisis context with funding amounts and coordinates but require external validation via news APIs and sentiment analysis to confirm credibility, as on-chain data alone may not capture full ground reality.