---
title: "Can You Fly That Thing?"
description: "AI skills are programs written in English that give agents capabilities instantly. Like Trinity downloading a pilot program, skills encode institutional knowledge in executable form."
categories: ["AI","SaaS","strategy"]
keywords: ["AI skills","agent capabilities","MCP servers","Claude skills","AI distribution","enterprise AI","OpenClaw"]
ai_summary: "Skills are seizing AI distribution. Programs written in English transform agents from conversationalists into operators, encoding institutional knowledge that transfers instantly—no training required."
date: 2026-02-09
lastmod: 2026-07-23
canonical_url: https://www.tomtunguz.com/can-you-fly-that-thing/
author: "Tomasz Tunguz"
---


In AI, distribution is king. Skills are seizing the crown.

Skills are programs written in English. They tell an agent how to accomplish a task : which APIs to call, what format to use, how to handle edge cases. A skill transforms an agent from a conversationalist into an operator.

Remember Trinity in The Matrix? "Can you fly that thing?" Neo asks. "Not yet," she says. Seconds later, Tank uploads a B-212 helicopter pilot program directly into her mind. She steps into the cockpit & flies.

{{< youtube SoAk7zBTrvo >}}

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That's what skills feel like. You don't learn an interface. You acquire a capability. Skills encode institutional knowledge in executable form. Training becomes unnecessary because the capability transfers instantly.

A lot of people are looking to fly helicopters. The top MCP server aggregator has 81,000 stars. Anthropic's official skills repository has 67,000. Cursor rules : 38,000. OpenClaw's awesome-skills list, which curates 3,000 community-built skills : 12,500.

{{< email_image src="hqccy92kgcyw5xpdbtua" alt="GitHub Stars by AI Skills Ecosystem" width="540" height="304" >}}

For consumers, software discovery disappears. A user asks their agent to track expenses or categorize last month's spending. The agent finds the skill. The user never knows the tool exists, aside from a subscription.

For enterprises, IT provisions applications by role. A sales rep gets Salesforce. A marketer gets HubSpot. An analyst gets Tableau. Each persona receives a bundle of icons : all requiring training, all adding cognitive load.

In the skills era, enterprises provision capabilities instead of applications.

FP&A teams receive skills that optimize budget variance analysis, pulling data from NetSuite & formatting reports in the CFO's preferred structure. No training on pivot tables. No documentation on report templates.

Every platform shift compresses the distance between user & value. The web required a URL & a browser. Mobile required a download & a homescreen slot. Skills require a sentence.

But this distribution layer carries risk. A [recent analysis of 4,784 AI agent repositories](https://blog.d3alpha.com/news/the-ai-agent-code-graveyard-4-784-repos-reveal-malware-emptiness-and-a-looming-openclaw-danger) found malware embedded in skill packages : credential harvesting, backdoors disguised as monitoring. We'll all need trusted operators like Tank to verify our skills.

"Tank, I need a pilot program for an investment memo."