The AI scores new job posts against my CV and emails me the best ones

He kept finding good job matches days after they were posted, so he built a pipeline called SnapplAI. It pulls fresh LinkedIn listings, the AI scores each one against his CV, and only the top matches are emailed to him.

This only partly worked. Read what happened before you try it.

How it works

Scrapes fresh LinkedIn listings from his filters
The AI pulls out the details and scores each listing against his CV
Only the top matches are emailed to his inbox
The pipeline runs on a schedule through GitHub Actions

Why it’s worth knowing

The listings are scored against his own CV and only the top matches reach his inbox, before the crowd sees them.

Where it’s from

Summarized from a public post on bsky.app. See the original ↗

Upgraded prompt

A ready-to-use prompt for this idea, built from research on what makes AI agents do the job right: who the AI should be, the exact steps, and a check to make sure it was done the way you wanted.

1Who the AI should be

2The prompt, with the steps

3The check when it’s done

Upgraded prompts are coming soon.

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Every idea is a real post from someone who tried it, summarized in our words, with a link to the original. App names are swapped for plain words.