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ShubhamManachekar
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india-intel

Aggregate Indian government API data, monsoon modelling, and regional risk signals for supply chain intelligence.

Updated Mar 5, 2026
Search Tags:#data-analytics#supply-chain#risk#india#monsoon#government-api#multilingual-nlp
One-click install
npx skills add https://github.com/ShubhamManachekar/GeoSupply --skill india-intel
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: india-intel
Source: https://github.com/ShubhamManachekar/GeoSupply/tree/main/.agent/skills/india-intel
Command: npx skills add https://github.com/ShubhamManachekar/GeoSupply --skill india-intel

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

India-centric supply chain intelligence aggregates government API data, monsoon insights, and regional risk signals to proactively manage disruptions.

Core Features & Use Cases

  • Government API integration (ULIP, data.gov.in) for port status, freight rates, and customs data.
  • Monsoon impact modelling to forecast supply and logistics disruptions.
  • Multilingual NLP for Indian languages to extract entities, events, and regulatory changes.
  • Regional risk scoring and event intelligence tailored to states like J&K, Manipur, Punjab.

Quick Start

Command the system to activate IndiaIntelWorker and MonsoonWorker to fetch the latest government data and monsoon projections for targeted districts.

Frequently Asked Questions about india-intel

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

FAQPage Schema
How do I monitor India supply chain risk using government API data?▼

India supply chain risk monitoring aggregates ULIP and data.gov.in APIs to consolidate port status, freight rates, and customs data, enabling proactive disruption management.

Can I forecast logistics disruptions using monsoon modelling for Indian states?▼

Yes, monsoon impact modelling forecasts logistics disruptions for Indian states. By projecting monsoon data for targeted districts, the system informs procurement and supply chain decisions ahead of weather events.

How do I extract regulatory changes from Indian language documents using NLP?▼

Multilingual NLP for Indian languages extracts entities, events, and regulatory changes from regional documents. This capability processes local language inputs to inform procurement and logistics decisions.

Does this approach provide regional risk scoring for states like J&K and Manipur?▼

Yes, regional risk scoring and event intelligence are tailored specifically for states like J&K, Manipur, and Punjab. This provides localized political risk assessment to support resilient supply chain operations.

What is the best way to activate IndiaIntelWorker and MonsoonWorker for district projections?▼

The best way to activate IndiaIntelWorker and MonsoonWorker is to command the system directly. This fetches the latest government data and monsoon projections for targeted districts to inform logistics decisions.

What are the limitations of using multilingual NLP for India-specific risk scoring?▼

Limitations of India-specific risk scoring depend on the availability of regional event intelligence and government API feeds. Accuracy may vary by state-level data coverage and the quality of multilingual NLP entity extraction.

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