analysis

Analyze and score funding opportunities using deterministic algorithms and LLM-based content enhancement.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/EnergySystemsGroup/Meridian-ESG --skill analysis-energysystemsgroup
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: analysis
Source: https://github.com/EnergySystemsGroup/Meridian-ESG/tree/main/.claude/skills/analysis
Command: npx skills add https://github.com/EnergySystemsGroup/Meridian-ESG --skill analysis-energysystemsgroup

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) and scripts (resource) components.

What problem does it solve?

This Skill automates the complex process of analyzing and scoring funding opportunities, transforming raw extracted data into actionable intelligence for decision-making.

Core Features & Use Cases

  • Deterministic Scoring: Accurately scores opportunities based on predefined criteria like client relevance, project type, and funding attractiveness.
  • LLM-Powered Enhancement: Enriches descriptions, provides strategic summaries, and adjusts scores with business reasoning.
  • Use Case: A user receives a list of potential grants. This Skill analyzes each grant, assigns a score indicating its suitability, and provides a concise summary of who qualifies, what is funded, and how to apply, enabling rapid prioritization.

Quick Start

Analyze the pending funding opportunities using the analysis skill.

Frequently Asked Questions about analysis

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

FAQPage Schema
How do I automate funding opportunity scoring for extracted grants?

Automate funding opportunity scoring by applying deterministic algorithms to evaluate predefined criteria like client relevance and project type. This Skill processes staging records, merges extraction data with enhanced content, and prepares scored grants for storage to enable rapid prioritization.

What is LLM-powered enhancement for funding intelligence?

LLM-powered enhancement for funding intelligence enriches raw grant descriptions, provides strategic summaries, and adjusts deterministic scores with business reasoning. It transforms extracted data into actionable intelligence by detailing who qualifies, what is funded, and how to apply.

Can I use deterministic scoring criteria to evaluate grant relevance?

Yes, you can use deterministic scoring to accurately evaluate grant relevance based on predefined criteria. The Skill applies specific deterministic scoring functions and adheres to taxonomy files to assess client relevance, project type, and funding attractiveness.

What's the best way to prioritize funding opportunities from raw extraction data?

The best way to prioritize funding opportunities is merging extracted data with LLM-enhanced content and deterministic scores. This process assigns each grant a suitability score and concise summary, enabling rapid prioritization and decision-making for potential funding.

Do I need specific taxonomy files to analyze and score grants accurately?

Yes, you need specific taxonomy files to analyze and score grants accurately. The Skill requires strict adherence to specific taxonomy files and deterministic scoring functions to ensure accurate assessment and processing of funding opportunities.