| 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:
- Read the existing HTML file
- 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)
- Replace the
Top 10 Opportunities section content with the freshly scored ranked list
- Replace the
Press-Send Opportunities section with the latest "Activate Now" list (Score ≥ 15 and Ease = 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.
