How does the polisher remove 'LinkedIn-isms' from my drafts?

This skill identifies and removes repetitive corporate clichés like "I'm thrilled to share" or "humbled and honored," replacing them with high-impact hooks and a clear, human-centric narrative structure.

Which AI agents and platforms is this skill compatible with?

The skill is designed for use with any LLM-based agent platform that supports text-processing instructions, including popular custom GPT builders and automation workflows.

What is included in the purchase and how do I set it up?

Upon purchase, you receive the full skill configuration file and a deployment guide that allows you to integrate the polisher into your preferred AI environment in under two minutes.

Can I provide just a rough bulleted list instead of a full draft?

Yes, the skill is optimized to process everything from a single-sentence 'rough idea' of a professional win to a messy, long-form brain dump.

Will I receive updates if LinkedIn’s post formatting standards change?

All buyers receive lifetime access to version updates, ensuring the skill remains effective as LinkedIn's algorithm and content trends evolve.

LinkedIn Post Polisher Skill for Claude Code

I have rewritten your database migration experience into a punchy LinkedIn post focused on the technical reality rather than corporate fluff.

LinkedIn Post: The PostgreSQL Migration

We just finished a 6-month migration from our legacy stack to PostgreSQL.

It wasn't a "seamless transition."

We missed a major internal deadline in month three because we underestimated the complexity of our old stored procedures. It was a stressful two weeks of refactoring and re-mapping dependencies.

But the result is why we did it
We just hit a 30% reduction in query latency across our production environment.

The lesson? Padding your migration timeline by 20% isn't being pessimistic. It is being realistic about technical debt.

If you are currently planning a legacy move, don't ignore the stored procedures in your audit. They are where the hidden time-sinks live.

#engineering #postgresql #backend

Alternative Hook:
"We missed our biggest deadline of the year, but we still ended up with a 30% latency win."

Next steps

Replace "legacy stack" with the specific name of your old DB if you want more detail.
Tag the specific engineers who helped hit that 30% mark.
Post this between 8:00 AM and 10:00 AM in your primary time zone for better visibility.

About this skill

Cuts LinkedIn-isms on sight — "humbled to announce," hashtag stacks, engagement-bait closers — and replaces them with a real hook, scannable short-line structure, and a genuine takeaway. Give it a draft or a rough idea of what happened; get back one polished post that says the actual thing, not a performance of enthusiasm.

Frequently Asked Questions

linkedin post polisher