Beginners in AI

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.

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 performing an AI mapping audit, when the user wants to find new AI use cases, or when analyzing a specific venture for AI expansion opportunities.

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 opportunities, or when creating an implementation roadmap from identified AI gaps.

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. Trigger when the user runs /map, when exploring a new workspace for AI opportunities, or when needing a comprehensive inventory of projects and businesses in a directory.

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.

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.

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.

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 performing an AI mapping audit, when the user wants to find new AI use cases, or when analyzing a specific venture for AI expansion opportunities.

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 opportunities, or when creating an implementation roadmap from identified AI gaps.

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. Trigger when the user runs /map, when exploring a new workspace for AI opportunities, or when needing a comprehensive inventory of projects and businesses in a directory.

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.

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.

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.

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.