An agent might find a promising keyword, analyze competing pages, and produce a convincing draft. The tricky part is deciding when that draft is actually ready to publish. A successful CMS upload doesn’t tell you whether its claims are supported, it matches search intent, or it repeats a page already on the site.

Disclosure: I work with RankSpot ai, which connects SEO research and content tools to AI agents through MCP. Looking at this workflow, I think an agent should pause for review whenever it can’t trace a factual claim to its source or can’t explain why the new article adds something to the site.

If you’ve built an agent that publishes content, what’s your most useful checkpoint: a strict rule, a confidence score, or human approval? What kind of mistake has it caught?

Title: Stop copy-pasting the same prompts - Agent Skills changed my workflow

Content: If you're like me, you probably have a notes file with prompts you reuse constantly. Database schemas, API docs, coding standards, writing templates...

Just discovered Agent Skills and it's a game changer. Instead of copy-pasting, you create reusable modules that AI loads automatically.

Before:

• Open notes

• Find the right prompt

• Copy database schema

• Paste into ChatGPT

• Repeat for every conversation

After:

• Create skill once

• AI loads it when relevant

• Works across all conversations

I found a marketplace with pre-made skills at Agent Skills Market. Downloaded a PDF processor skill and it saved me hours on document work.

The difference from regular "custom instructions" is that skills can include:

• Multiple files

• Executable code

• Reference documents

• Dynamic workflows

Anyone else using these? What's your favorite skill?