Frameworks

Prompt templates are a trap. Do this instead.

The Cowerk Team 1/15/2026
TL;DR

Copy-pasting prompt templates from Twitter feels productive but doesn't build skill. Here's what to do instead.

Prompt libraries are the vitamins of AI productivity: they feel healthy, they rarely produce measurable results. The reason: a template is a frozen guess about a task, and your task is never the same twice.

What works instead is a scenario — a small piece of context (role, files, target output) that a well-designed tool can turn into a fresh, task-specific plan on every run. Cowerk's twelve scenarios do exactly this. Drop your files, pick a role, and the tool generates the prompt-plan-review loop for you.

Start with the scenario library and stop copy-pasting from Twitter.

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