# 2507 Agent Coverage Affae21f > AI Agent Coverage Visualization - Skill: `tools-only/2507-agent-coverage-affae21f` (Agent Skill, multi-file: 3 files) - Install (CLI): `npx skillmds@latest add tools-only/2507-agent-coverage-affae21f` - Raw SKILL.md: https://api.skillmd.com/api/skills/tools-only/2507-agent-coverage-affae21f/raw - Safety review: pending - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: AI & ML - Author: tools-only (https://skillmd.com/u/tools-only) - Updated: 2026-09-22 - Page: https://skillmd.com/skills/tools-only/2507-agent-coverage-affae21f --- # 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 1. **✅ Strong Coverage?** → Start building today → Use existing orchestrators → Deploy in days 2. **⚠️ Partial Coverage?** → Identify 5-10 missing skills → Build custom skills (2-4 weeks) → Then deploy agents 3. **❌ Complete Gap?** → Plan 4-12 months development → Build domain-specific skills → OR wait for Skills Directory expansion --- **Learn More:** - [Full Analysis](./AI_AGENT_COMPOSABILITY_ANALYSIS.md) - 50+ page deep dive - [Quick Summary](./AI_AGENT_SUMMARY.md) - TL;DR version - [Skills Directory](../README.md) - Installation & usage **Ready to Build?** ```bash npx skills-directory install --target all npx skills-directory list --domain revops ```