tools-only AI Agent Coverage Visualization
Can You Build Agents? Coverage by Category
Category Skills Coverage Can Build Agents?
────────────────────────────────────────────────────────────────
Sales/Marketing 156 ████████████████ ✅ YES - Deal closing, campaigns
Finance 33 ████████████████ ✅ YES - CFO dashboard, pricing
E-commerce 51 ████████████████ ✅ YES - Conversion optimization
Productivity 38 ████████████████ ✅ YES - Project manager bot
────────────────────────────────────────────────────────────────
HR & Talent 8 ████████░░░░░░░░ ⚠️ LIMITED - Basic only
Creative/Design 18 ████████░░░░░░░░ ⚠️ LIMITED - Text only
────────────────────────────────────────────────────────────────
Healthcare 0 ░░░░░░░░░░░░░░░░ ❌ NO - Needs compliance
Education 0 ░░░░░░░░░░░░░░░░ ❌ NO - Needs LMS
Real Estate 0 ░░░░░░░░░░░░░░░░ ❌ NO - Needs MLS/permits
Logistics 0 ░░░░░░░░░░░░░░░░ ❌ NO - Needs IoT/fleet
Visual Coverage Map
🚀 AI AGENT COVERAGE MAP 🚀
┌─────────────────────────────────────────────────┐
│ │
│ STRONG COVERAGE (50%) │
│ ✅ Ready to Build Agents Today │
│ │
│ ┌──────────────────────────────────────────┐ │
│ │ Sales & Marketing (156 skills) │ │
│ │ → Deal-closing agent │ │
│ │ → Funnel optimization agent │ │
│ │ → Campaign automation agent │ │
│ └──────────────────────────────────────────┘ │
│ │
│ ┌──────────────────────────────────────────┐ │
│ │ Finance (33 skills) │ │
│ │ → CFO dashboard agent │ │
│ │ → Pricing optimization agent │ │
│ │ → Billing automation agent │ │
│ └──────────────────────────────────────────┘ │
│ │
│ ┌──────────────────────────────────────────┐ │
│ │ E-commerce (51 skills) │ │
│ │ → Conversion optimizer agent │ │
│ │ → Cart recovery agent │ │
│ │ → Trial optimization agent │ │
│ └──────────────────────────────────────────┘ │
│ │
│ ┌──────────────────────────────────────────┐ │
│ │ Productivity (38 skills) │ │
│ │ → Project manager agent │ │
│ │ → Code assistant agent │ │
│ │ → Workflow automation agent │ │
│ └──────────────────────────────────────────┘ │
│ │
└─────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────┐
│ │
│ PARTIAL COVERAGE (20%) │
│ ⚠️ Need 5-10 More Skills First │
│ │
│ ┌──────────────────────────────────────────┐ │
│ │ HR & Talent (8 skills) │ │
│ │ ⚠️ Missing: Recruiting pipeline │ │
│ │ ⚠️ Missing: Interview automation │ │
│ │ ⚠️ Missing: Offer generation │ │
│ └──────────────────────────────────────────┘ │
│ │
│ ┌──────────────────────────────────────────┐ │
│ │ Creative & Design (18 skills) │ │
│ │ ⚠️ Missing: Image/video generation │ │
│ │ ⚠️ Missing: Design tool integration │ │
│ │ ⚠️ Missing: Asset management │ │
│ └──────────────────────────────────────────┘ │
│ │
└─────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────┐
│ │
│ COMPLETE GAPS (30%) │
│ ❌ Requires 4-12 Months Development │
│ │
│ ┌──────────────────────────────────────────┐ │
│ │ Healthcare (0 skills) │ │
│ │ ❌ Needs: HIPAA compliance │ │
│ │ ❌ Needs: EHR/EMR integration │ │
│ │ ❌ Needs: Clinical workflows │ │
│ └──────────────────────────────────────────┘ │
│ │
│ ┌──────────────────────────────────────────┐ │
│ │ Education (0 skills) │ │
│ │ ❌ Needs: FERPA compliance │ │
│ │ ❌ Needs: LMS integration │ │
│ │ ❌ Needs: Assessment tools │ │
│ └──────────────────────────────────────────┘ │
│ │
│ ┌──────────────────────────────────────────┐ │
│ │ Real Estate (0 skills) │ │
│ │ ❌ Needs: MLS integration │ │
│ │ ❌ Needs: Permit automation │ │
│ │ ❌ Needs: Geospatial data │ │
│ └──────────────────────────────────────────┘ │
│ │
│ ┌──────────────────────────────────────────┐ │
│ │ Logistics (0 skills) │ │
│ │ ❌ Needs: IoT/fleet tracking │ │
│ │ ❌ Needs: Warehouse management │ │
│ │ ❌ Needs: Route optimization │ │
│ └──────────────────────────────────────────┘ │
│ │
└─────────────────────────────────────────────────┘
Composition Strength
🔧 HOW SKILLS COMPOSE INTO AGENTS 🔧
┌───────────────────────────────────────────────┐
│ 773 Atomic Skills │
│ × 3 Average Exit States per Skill │
│ × Combinatorial Composition │
│ ─────────────────────────────────────────── │
│ = 26,000+ Possible 3-Skill Workflows │
│ = Millions with Orchestration │
└───────────────────────────────────────────────┘
Composition Mechanisms:
┌────────────┐
│ Exit States│ ──→ Automatic workflow routing
└────────────┘
┌────────────┐
│Tools (40+) │ ──→ Natural data flow between skills
└────────────┘
┌────────────┐
│Orchestrator│ ──→ Multi-domain coordination
└────────────┘
┌────────────┐
│ Security │ ──→ Built-in approval gates & rollback
└────────────┘
Example: Sales Agent Composition
SALES DEAL-CLOSING AGENT
┌────────────────────────────────────────┐
│ │
│ Input: leadId │
│ │
│ ┌──────────────────────────────────┐ │
│ │ 1. Lead Qualification │ │
│ │ exit: qualified ──────┐ │ │
│ └──────────────────────────┼───────┘ │
│ ↓ │
│ ┌──────────────────────────────────┐ │
│ │ 2. Opportunity Scoring │ │
│ │ exit: high_priority ──┐ │ │
│ └──────────────────────────┼───────┘ │
│ ↓ │
│ ┌──────────────────────────────────┐ │
│ │ 3. Deal Inspection │ │
│ │ exit: healthy ────────┐ │ │
│ └──────────────────────────┼───────┘ │
│ ↓ │
│ ┌──────────────────────────────────┐ │
│ │ 4. Next Best Action │ │
│ │ exit: content_needed ─┐ │ │
│ └──────────────────────────┼───────┘ │
│ ↓ │
│ ┌──────────────────────────────────┐ │
│ │ 5. Content Recommender │ │
│ │ output: battle_cards │ │
│ └──────────────────────────────────┘ │
│ │
│ Output: { │
│ recommendedActions[], │
│ contentToSend[], │
│ confidence: 0.89 │
│ } │
│ │
└────────────────────────────────────────┘
Time: 30-60 seconds (sequential)
Value: Saves 2-3 hours per deal
Quick Decision Matrix
┌──────────────────────────────────────────────────────────┐
│ "Should I Use Skills Directory for My Agent?" │
├──────────────────────────────────────────────────────────┤
│ │
│ Question 1: Is your domain B2B SaaS? │
│ ✅ YES → Continue │
│ ❌ NO → Check coverage matrix │
│ │
│ Question 2: Do you need digital-first workflows? │
│ ✅ YES → Continue │
│ ❌ NO → Consider if physical world needed │
│ │
│ Question 3: Can you use standard tools? │
│ (CRM, analytics, messaging, billing) │
│ ✅ YES → Continue │
│ ❌ NO → Check tool ecosystem │
│ │
│ Question 4: Is regulatory complexity low-medium? │
│ (Not HIPAA, FERPA, FDA-regulated) │
│ ✅ YES → ✅ USE SKILLS DIRECTORY │
│ ❌ NO → Consider compliance overhead │
│ │
└──────────────────────────────────────────────────────────┘
Time to Value
⏱️ TIME TO BUILD AI AGENTS ⏱️
┌────────────────────────────────────────────────┐
│ │
│ WITHOUT Skills Directory: │
│ ──────────────────────────── │
│ • Requirements gathering: 2-4 weeks │
│ • Design & architecture: 2-3 weeks │
│ • Development: 8-12 weeks │
│ • Testing & QA: 2-4 weeks │
│ • Security review: 1-2 weeks │
│ ─────────────────────────────────────────── │
│ TOTAL: 15-25 weeks (4-6 months) │
│ │
└────────────────────────────────────────────────┘
┌────────────────────────────────────────────────┐
│ │
│ WITH Skills Directory: │
│ ────────────────────── │
│ • Browse existing skills: 2-4 hours │
│ • Design workflow: 1-2 days │
│ • Configure & test: 3-5 days │
│ • Security review: 1-2 days │
│ ─────────────────────────────────────────── │
│ TOTAL: 1-2 weeks │
│ │
│ 🚀 12-20x FASTER │
│ │
└────────────────────────────────────────────────┘
Real-World Impact
💰 VALUE DELIVERED BY SKILL COMPOSITION 💰
┌──────────────────────────────────────────────────────┐
│ Sales Deal-Closing Agent │
│ • Time saved: 2-3 hours per deal │
│ • Deals per month: 50 │
│ • Hours saved: 100-150 hours/month │
│ • Value: $15,000-$30,000/month │
└──────────────────────────────────────────────────────┘
┌──────────────────────────────────────────────────────┐
│ Customer Churn Prevention Agent │
│ • Churn prevention rate: 40% of at-risk accounts │
│ • At-risk accounts/month: 20 │
│ • Accounts saved: 8/month │
│ • Value per account: $50K ARR │
│ • Value: $400K ARR saved/month │
└──────────────────────────────────────────────────────┘
┌──────────────────────────────────────────────────────┐
│ Financial Intelligence Agent │
│ • CFO time saved: 20 hours/week │
│ • Faster decision-making: 2-3 days → 2-3 hours │
│ • Runway visibility: Real-time vs monthly │
│ • Value: $50,000+/month in executive time │
└──────────────────────────────────────────────────────┘
┌──────────────────────────────────────────────────────┐
│ Content Marketing Agent │
│ • Time saved: 8 hours → 10 minutes (48x faster) │
│ • Content pieces/week: 5 → 20 │
│ • Quality: Consistent brand voice │
│ • Value: $10,000-$20,000/month in content creation │
└──────────────────────────────────────────────────────┘
Next Steps
✅ Strong Coverage? → Start building today → Use existing orchestrators → Deploy in days
⚠️ Partial Coverage? → Identify 5-10 missing skills → Build custom skills (2-4 weeks) → Then deploy agents
❌ Complete Gap? → Plan 4-12 months development → Build domain-specific skills → OR wait for Skills Directory expansion
Learn More:
- Full Analysis - 50+ page deep dive
- Quick Summary - TL;DR version
- Skills Directory - Installation & usage
Ready to Build?
npx skills-directory install --target all
npx skills-directory list --domain revops