The Agent Skills Economy

A critically assessed opportunity analysis for building security, discovery, and governance infrastructure for the AI agent skills ecosystem. All data validated against primary sources, Feb 2026.

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Research & Analysis

Market Research (Validated)

$48-53B AI agents market by 2030. ~130-150K unique skills. Security crisis: 32-41% critical vulns. All data with confidence ratings. Read more

Opportunity Analysis (Validated)

$28-115M TAM (revised from $350M-$3B). Timing assessment, honest analogy evaluation, and go/no-go recommendation. Read more

Competitive Landscape (Validated)

Snyk ($408M ARR), Composio ($29M), Vercel skills.sh (110K installs), Microsoft, Smithery, Stacklok — full threat matrix. Read more

Product & Technology

Product Vision (Validated)

Security-first approach: Shield, Search, Enterprise, Commerce (deferred). Revised from “npm + Snyk + Stripe” to honest sequencing. Read more

Product Roadmap (Validated)

Open-source scanner (Mo 1-4) → Discovery (Mo 4-8) → Enterprise governance (Mo 8-14) → Commerce (conditional). Read more

Technical Architecture (Validated)

Scanner pipeline, trust score algorithm, Findable MCP Server, Cloudflare-first infrastructure, build vs. buy decisions. Read more

Business & Execution

Business Plan (Validated)

Revised: $10K Year 1 → $11.45M Year 5 (was $63M). Enterprise governance as primary revenue. India-first engineering. Read more

GTM Strategy (Validated)

Open-source wedge → Community-led → PLG → Enterprise sales. Security report launch. Realistic channel ranking. Read more

Naming & Positioning (Validated)

“Agent Skill Trust Infrastructure.” Honest competitor positioning. Revised messaging (dropped premature commerce claims). Read more

Risks & Mitigations (Validated)

R1: Snyk (CRITICAL). R2: ClawHub builds it all (CRITICAL). R5: Vercel skills.sh (HIGH). NO-GO conditions defined. Read more

Pre-Build Checklist (Validated)

What’s validated vs. what still needs primary research. Critical differentiation questions. 30-day sprint plan. Read more