Agent skill · research science · sickn33
moatmri
Analyze AI disruption pressure across a business, map competitive exposure, and produce a 90-day defensive action plan.
Why this skill is useful
Provides a structured framework for assessing AI disruption risks specific to various industries, which the AI wouldn't reliably generate on its own.
What it needs
About 2k tokens when loaded. Last updated 2026-08-07. 44,571 stars on the source repository.
What this skill does
MoatMRI — AI Disruption Pressure Analysis Where does intelligence pressure break this system first? When to Use This Skill "Is my business at risk from AI? Where am I most exposed?" "How would an AI-native startup take over my market?" "What should I do in the next 90 days to defend against AI disruption?" "I'm doing due diligence on [company] — what's their AI displacement risk?" "Where does my competitive moat actually hold against AI pressure?" How It Works Step 1 — Gather Inputs Ask if not provided: Industry (e.g., "real estate", "community banking", "retail pharmacy", "law firm") Entity type (e.g., "independent broker", "solo practitioner", "regional franchise") Target name (optional — specific organization for named analysis) Example User request: Assess where this business is most exposed to AI disruption and produce a prioritized 90-day defensive plan. Limitations Produces strategic risk analysis, not audited market research or investment advice. Depends on current company, market, regulatory, and competitive context supplied by the user or gathered from reliable sources. Treats disruption scenarios as planning tools; scores should be revisited as new evidence appears. Step 2 — 10-Vector Pressure Map Score AI disruption pressure across exactly these 10 vectors (0–10): # Vector What to Measure --- -------- ---------------- 1 laborsubstitution Which roles/functions are directly automatable 2 customerinterface How AI changes how customers reach this entity 3 knowledgecommoditization Does AI commoditize the expertise this entity sells 4 pricingpressure Does AI enable lower-cost competitors to undercut 5 supplychainautomation Does AI change input costs or supplier relationships 6 datamoat Does this entity have proprietary data AI can't replicate 7 trustrelationshipmoat How much does customer loyalty protect against displacement 8 distributionchanneldisruption Does AI create new channels that bypass this entity 9 regulatorycomplianceexposure Does AI alter the regu …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills sickn33/moatmri--8d4251