kelly-deal-scorer

Score SME financing candidates with a deterministic rule-based rubric.

4|3|Updated Feb 25, 2026

Search Tags:#audit #dashboard #finance #scoring #underwriting #rbf

Ready to run

npx skills add https://github.com/mr-kelly/skills --skill kelly-deal-scorer

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: kelly-deal-scorer
Source: https://github.com/mr-kelly/skills/tree/main/skills/kelly-deal-scorer
Command: npx skills add https://github.com/mr-kelly/skills --skill kelly-deal-scorer

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires hono, @hono/node-server, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This skill removes the ambiguity and black-box nature of deal underwriting by providing a fully transparent, rule-based scoring system for SME financing candidates.

Core Features & Use Cases

Deterministic Scoring: Computes a 0-100 composite score using a customizable, arithmetic-based rubric that ensures every result is auditable and repeatable.
Review Queue Management: Provides a local browser-based dashboard to track candidate status, view revenue history, and record human decisions.
Use Case: A private-credit analyst can use this tool to quickly rank a batch of new loan applicants based on revenue stability, growth trends, and risk tiers without relying on opaque LLM-based evaluations.

Quick Start

Invoke the deal scoring desk by running the local launcher script and opening the provided URL in your browser to begin reviewing the candidate queue.

Frequently Asked Questions about kelly-deal-scorer

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

FAQPage Schema

How do I score SME financing deals using a deterministic, auditable rubric?▼

You score SME financing deals by applying a deterministic, arithmetic-based rubric that computes a 0-100 composite score with a factor-based breakdown. This ensures every underwriting decision is fully transparent, repeatable, and auditable.

What is deterministic underwriting scoring and how does it work for private credit?▼

Deterministic underwriting scoring calculates a 0-100 composite score for SME candidates using fixed arithmetic rules rather than opaque evaluations. It provides factor-based score breakdowns and suggested revenue-share ranges for auditable financing decisions.

How do I set up a local review queue dashboard for SME loan applicants?▼

You set up a local review queue dashboard by running a local launcher script that starts a Hono server environment. This provides a zero-build vanilla frontend in your browser to track candidate status, view revenue history, and record human decisions.

Can I rank SME financing candidates by revenue stability without relying on LLM-based evaluations?▼

Yes, you can rank SME financing candidates by revenue stability, growth trends, and risk tiers using a rule-based scoring system. This approach eliminates the black-box nature of LLM evaluations, ensuring fully transparent and auditable underwriting decisions.

Does this deal scoring desk require a specific server environment to manage underwriting state?▼

Yes, the deal scoring desk requires a local Hono server environment to manage file-backed state and provide the zero-build vanilla frontend for human review. You need Node server dependencies installed to run the local launcher script.

What limitations exist when scoring revenue-based financing deals with a rule-based rubric?▼

The rule-based rubric requires local candidate batches to operate and does not rely on adaptive LLM-based evaluations. Scoring is strictly deterministic, meaning the customizable arithmetic rubric must be manually adjusted to change ranking factors or revenue-share ranges.