beginnersinai/the-44-percent-rule
Plugin Claude Code
The 44% Rule — Find 44% more AI use cases in your business. A Claude Code plugin based on Kim, Kim & Koning (2026) field experiment of 515 startups: businesses shown how others reorganize around AI find 44% more use cases, 1.9x higher revenue, and 18% more likely to acquire paying customers. Automates the 'showing' so.
beginnersinai/the-44-percent-rule
Agent
Analyzes a venture's AI usage across 10 production functions and identifies high-value gaps where AI could create value but currently isn't being used. Generates specific, actionable recommendations grounded in how other firms have deployed AI. Use this agent after the venture-scanner has inventoried projects, when…
beginnersinai/the-44-percent-rule
Agent
Scores and ranks AI mapping opportunities by revenue impact, capital reduction, and implementation ease. Produces a prioritized action plan with specific next steps. Use this agent after the gap-finder has identified opportunities across ventures, when the user runs /map-score, when prioritizing AI deployment…
beginnersinai/the-44-percent-rule
Agent
Explores a user's workspace to discover and inventory all projects, businesses, and ventures. Maps organizational structure, identifies revenue streams, existing automation, and AI integrations. Use this agent when you need to understand the full scope of what someone is building before performing an AI mapping audit.…
beginnersinai/the-44-percent-rule
Skill Claude CodeCodex
Automatically activates when users discuss AI adoption strategy, ask where to use AI in their business, want to find new AI use cases, or mention the 'mapping problem'. Provides the 10-function framework and examples of how other firms have reorganized around AI to help users discover unmapped opportunities.
beginnersinai/the-44-percent-rule
Skill Claude CodeCodex
This skill should be used when the user types '/map', asks to 'run an AI mapping audit', 'scan my workspace for AI gaps', 'find where AI should be in my business', or wants a full workspace AI audit. Runs a comprehensive AI Mapping Audit based on Kim, Kim & Koning (2026) research.
beginnersinai/the-44-percent-rule
Skill Claude CodeCodex
This skill should be used when the user types '/map-score', asks to 'score my AI opportunities', 'rank the gaps', 'prioritize the mapping results', or wants to score and rank AI mapping opportunities. Run this after using the map skill.
beginnersinai/the-44-percent-rule
Skill Claude CodeCodex
This skill should be used when the user types '/map-venture', asks to 'audit a single project', 'map AI usage for this venture', or wants a focused AI mapping audit on one specific project or business. Provide the venture name or directory path as context.