map-score

name	map-score
description	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.
version	1.0.0

AI Mapping — Opportunity Scorer

Score and rank AI mapping opportunities that were previously identified.

Step 1: Find Existing Maps

Search the working directory for any AI-MAP-*.md files generated by the map skill. If none exist, tell the user to run /map first.

Read all found map files to collect the identified opportunities.

Step 2: Score Each Opportunity

For each opportunity, evaluate on three dimensions:

Revenue Impact (1-5)

• 1: Minor efficiency gain, no revenue impact
• 2: Small time savings, indirect revenue effect
• 3: Moderate revenue increase or cost reduction ($100-500/mo)
• 4: Significant revenue increase ($500-2000/mo) or major cost elimination
• 5: Transformative revenue potential ($2000+/mo) or entirely new revenue stream

Capital Reduction (1-5)

• 1: No effect on capital needs
• 2: Slight reduction in tool/service costs
• 3: Eliminates need for one contractor or paid service
• 4: Eliminates need for a hire or major investment
• 5: Fundamentally changes capital structure (self-funding becomes possible)

Ease of Implementation (1-5)

• 1: Requires new infrastructure, skills, or significant development
• 2: Requires moderate setup and configuration
• 3: Can be done in a few hours with existing tools
• 4: Can be done in under an hour with existing tools
• 5: Can be activated immediately — infrastructure already exists

Composite Score

Formula: (Revenue Impact x 2) + Capital Reduction + Ease of Implementation Maximum: 20 points

Step 3: Generate Ranked Output

Create a table sorted by composite score:

Rank	Opportunity	Venture	Revenue	Capital	Ease	Score	Status

Then for the Top 5, provide:

• What to do (2-3 sentences)
• First concrete step (the very next action)
• Expected timeline to first results
• The paper says: Connect to a relevant finding from Kim, Kim & Koning (2026)

Step 4: The "Activate Now" List

Identify any opportunities scoring 15+ that can be activated TODAY (Ease = 5). These are the "infrastructure exists, nobody pressed send" situations — the mapping problem in its purest form.

Present these separately with a clear call to action.

Step 5: Update the HTML Heat Map (if it exists)

If a corresponding AI-MAP-[date].html file exists in the working directory, update it to reflect the new prioritization:

1. Read the existing HTML file
2. Add or update the ★ opportunity star markers in the heat map cells based on the new top-10 scoring (any cell whose venture × function appears in the top 10 should have a star)
3. Replace the Top 10 Opportunities section content with the freshly scored ranked list
4. Replace the Press-Send Opportunities section with the latest "Activate Now" list (Score ≥ 15 and Ease = 5)
5. Save the file

The HTML and MD files should always stay in sync. If the user runs /map then later /map-score, both files should reflect the latest scoring.

If no HTML file exists, generate one using the template at ${CLAUDE_PLUGIN_ROOT}/skills/ai-mapping-audit/templates/heat-map-template.html (see /map skill Step 6 for the format).

After updating, tell the user:

Updated AI-MAP-[date].html with the new prioritization. Open it in your browser to see the visual heat map with ★ markers on your top opportunities.

Key Principle

"Revenue and investment gains are largest at the 90th percentile and above." — Kim, Kim & Koning (2026)

Remind the user: Don't spread thin. Pick the top 3 opportunities and execute deeply rather than attempting all of them at once.