Systems Lab

Agent skill

ai-output-virality

Designs AI output sharing mechanics that turn users into a distribution channel.

slowingSelf-containedInstructions only2,061 words

Filed under Partnerships and channel.

From 0xF4ng/aether-growth-fieldwork · 48 skills · 5 · pushed 2026-07-17

What it does when it runs

Designs AI output sharing mechanics that turn users into a distribution channel. Covers the three types of AI virality, where to place share moments in the product, what outputs are inherently shareable, platform fit for different output types, embedding the product into shared artifacts, and how to avoid the virality-at-cost-of-trust trap. Use when designing an AI product sharing feature or diagnosing why output quality is high but organic growth is flat.

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Tool permissions it declares
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Ask about ai-output-virality

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git clone --depth 1 --filter=blob:none --sparse https://github.com/0xF4ng/aether-growth-fieldwork.git /tmp/aether-growth-fieldwork
git -C /tmp/aether-growth-fieldwork sparse-checkout set "pmm/ai-product-gtm/ai-output-virality"
mkdir -p ~/.claude/skills/ai-output-virality
cp -R "/tmp/aether-growth-fieldwork/pmm/ai-product-gtm/ai-output-virality/." ~/.claude/skills/ai-output-virality/

Picked up without a restart. A project skill of the same name is shadowed by your personal one. For one repository only, swap ~/.claude/skills for .claude/skills. Claude Code docs ↗

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