Job boards to one table

Disclosure: the author of this skill owns both Actors it routes to (flash_scraper/multi-jobboard-scraper and flash_scraper/remote-job-aggregator). They are pay-per-result Actors on the Apify Store; no referral or tracking parameters are used anywhere in this skill.

Turn "I need job postings" into one validated, deduplicated dataset by routing the request to the right multi-board Actor, sizing the run so the user knows the cost before it starts, checking the returned locations and vacancy identities, and returning the rows with the board each job was found on. Treat the Actor output as raw input to these checks, not as proof that its location filtering or deduplication succeeded.

Example prompts

Prompts this skill handles:

• "Scrape software engineer jobs in Austin from LinkedIn, Indeed and Glassdoor into one spreadsheet, no duplicates."
• "Give me remote Python developer jobs posted this week across the remote job boards, with salary where listed."
• "Watch Stripe's and OpenAI's careers pages and only tell me about new roles."

For the Austin request, try all three requested boards, then validate each returned location and vacancy identity before delivery. If Glassdoor returns only wrong-city or unverifiable rows, deliver the qualified LinkedIn and Indeed rows as a partial result and report Glassdoor's raw, qualified and deduplicated counts as a board failure. Do not claim three-board coverage merely because Glassdoor returned rows.

Out of scope (the boundary):

• "Apply to these jobs for me" or anything that needs a logged-in account, CAPTCHA solving, or personal data of applicants. This skill only reads public postings; for candidate profiles send the user to the LinkedIn workflows in apify/agent-skills ultimate-scraper.