One-click install
npx skills add https://github.com/softspark/ai-toolkit --skill biz-scan
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: biz-scan
Source: https://github.com/softspark/ai-toolkit/tree/main/app/skills/biz-scan
Command: npx skills add https://github.com/softspark/ai-toolkit --skill biz-scan

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill automates the tedious, manual process of hunting for product and revenue opportunities inside a codebase by scanning schemas, business logic, and controllers to surface KPI gaps and monetization signals.

Core Features & Use Cases

  • Model Scan: Inspect database schemas and entity definitions to identify tracked metrics and missing KPIs.
  • Logic Scan: Analyze controllers, use cases, and business logic to spot unexposed features, conversion leaks, or instrumentation gaps.
  • Synthesis & Reporting: Correlate data model findings with business goals and produce an opportunity report for product and BI teams.
  • Use Case: A product manager running a rapid audit to find potential subscription upsells, conversion bottlenecks, or missing telemetry across services.

Quick Start

Run the biz-scan on the schema area to generate an opportunity report highlighting KPIs and monetization gaps.

Frequently Asked Questions about biz-scan

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

FAQPage Schema
How do I find monetization opportunities and KPI gaps in a codebase?

To find monetization opportunities and KPI gaps in a codebase, scan backend schemas, controllers, and use-case logic to surface unexposed features, conversion leaks, and missing telemetry. This automated audit generates structured opportunity reports for product and BI teams.

What is codebase schema inspection for product feature auditing?

Codebase schema inspection for product auditing analyzes database schemas and entity definitions to identify tracked metrics and missing KPIs. It correlates data model findings with business goals to highlight potential subscription upsells and conversion bottlenecks.

How do I scan controllers and business logic for conversion leaks?

Scanning controllers and business logic for conversion leaks involves analyzing use-case logic to spot unexposed features and instrumentation gaps. This process correlates findings with business goals to identify missing telemetry and data-driven metrics.

Can I use Grep and Glob to discover business opportunities in backend services?

Yes, you can use Grep and Glob to discover business opportunities in backend services. The scanning process supports Grep and Glob-based discovery to inspect repository files, requiring read access to identify monetization paths and KPI gaps.

Does auditing product features require read access to repository files?

Auditing product features requires read access to repository files. This access enables the scanning of backend schemas, controllers, and use-case logic to produce structured opportunity reports highlighting monetization signals and data-driven metrics.

What are the limitations of automated codebase business opportunity scanning?

Automated codebase business opportunity scanning is limited to analyzing backend schemas, controllers, and use-case logic. It produces structured opportunity reports but requires manual correlation with broader business goals and may miss context outside the repository files.