How to use Grok Bot to grade a month of X bookmarks into skills
Ryan Staley had Grok Bot grade his last 30 days of X bookmarks as high, medium or noise with the mechanism behind each, kept about a third of 140 and turned them into 10 skills.
x.com
Original prompt
Shared by the source author. See source notes for context.
Pull my last 30 days of bookmarks. For each one: one-line thesis, link, grade (high / medium / noise), and the mechanism I can steal. Do not list tools. If I cannot name the mechanism in one sentence, it is noise.
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Sourced account- Source poster / publisher
- Ryan Staley (@Ryan_Staley1)
- Original account
- Read the source ↗
- Published
- Source link checked
- Reported result
- Ryan reports grading 140 bookmarks, keeping about a third and creating 10 skills from the keepers. He gives no later usage figures.
- Human involvement
- Ryan chose which bookmarks to keep and which to turn into skills.
A linked account supports attribution. It does not mean we independently reproduced its result.
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How the agent did it
- He asked Grok Bot to pull his last 30 days of bookmarks.
- For each it gave a one-line thesis, link, grade and the mechanism to steal.
- Anything without a one-sentence mechanism was graded as noise.
@Ryan_Staley1 wrote that he had 140 bookmarks from the previous 30 days and ran a prompt in Grok Bot that evening to grade them. His verdict on the pile was blunt: it was not a library, it was a pile.
He shared the prompt. It asks the bot to pull the last 30 days of bookmarks and, for each one, give a one-line thesis, the link, a grade of high, medium or noise, and the mechanism he can steal. It tells the bot not to list tools, and says that if he cannot name the mechanism in one sentence, the bookmark is noise.
He says he kept about a third of them. He then turned the keepers into 10 skills, each with a trigger he can say out loud.
The test in the prompt is what makes it work: a saved post only survives if it contains a mechanism that can be stated in one sentence. That cuts out bookmarks kept for a tool name or a vague feeling of usefulness.
He gives no detail on how the skills were built or how often he has used them since. The post ends by linking the idea to sales enablement teams that are busy but not moving numbers.
Who it's for: People who bookmark heavily on X and rarely go back to what they saved.
Prompt
Original prompt
Source: X · Ryan Staley (@Ryan_Staley1)
Frequently asked questions
How many bookmarks were graded?
He says 140 bookmarks from the last 30 days, and he kept about a third.
What did he do with the keepers?
He turned them into 10 skills, each with a trigger he can say out loud.
More details
Remaining steps
- He kept about a third and turned them into 10 skills with spoken triggers.
About this account
Grok Bot pulled and graded every bookmark against his rules in a single run.
Platform: X. Attribution: https://x.com/Ryan_Staley1/status/2091135093112774904. Read the original post text, author and publication date through the X API on 2026-10-19. Found via the grokbot.dev use-cases page; every fact here comes from the original post, not grokbot.dev's summary. Prompt: Original. Full prompt quoted from the post.
Credit: Ryan Staley (@Ryan_Staley1) — X
Source published
Added to Agents In Use
Source checked
Tools and topics
Grok Bot · X
Bookmarks · Knowledge management · Skills
Editorial completeness: 100/100. Measures documented fields, not agent performance or verified outcomes.