CareerForge
The Commands

/search

Sweep your chosen job boards, skip what you've seen, and get a ranked list of new matches.

/search is your scout. It runs the searches you'd otherwise do by hand across every job board you've configured, throws away duplicates and postings you've already seen, and ranks what's left by how well it fits you.

What a run looks like

you:    /search
claude: Searching your configured portals for the last 14 days…
        Found 7 new positions (2 high, 3 medium, 2 low match)

         #  Fit     Title                  Company     Location
         1  High    Senior Data Engineer   Acme Corp   Amsterdam, NL
         2  High    ML Platform Engineer   Beta Labs   Remote (EU)
         3  Medium  Data Analyst           Gamma AG    Berlin, DE

        Want me to evaluate any of these in detail? Just give me the number(s).

Reply with a number and that posting is handed straight to /apply for the full evaluation.

You typeWhat it does
/searchRuns your top three priority query categories
/search data sciencePrioritizes the categories matching "data science"
/search broadRuns all your configured query categories — the wide net

How it decides what you see

  1. Your config drives everything. The job boards, search phrases, locations, and distance tiers all come from the search configuration /setup built with you. No site or country is hardcoded — LinkedIn, Indeed, a national portal in your country, all equally welcome.
  2. It remembers what you've seen. Every posting it has ever shown you is recorded, so the same role never wastes your attention twice — even across different runs on different days.
  3. It pre-ranks the fit. Each new posting gets a quick High / Medium / Low signal against your profile, and High matches come with two or three bullets explaining why.
  4. It respects your boundaries. Postings outside your acceptable locations or older than fourteen days are filtered out before you see them.

The quick signal is deliberately rough — its job is triage. The full five-dimension scoring happens when you send a posting to /apply.

What happens next: pick a number, and /apply takes over with a proper evaluation and, if you approve, the documents.

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