Upskill

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Overview

/upskill analyses jobs you have tracked and your current profile to identify skill gaps, then produces a heatmap of those gaps and a learning plan with concrete, web-searched study resources and a recommended study order.

Invocation

• /upskill — aggregate mode: analyses all jobs in job_search_tracker.csv, merged with ranked postings (rank_score >= 45) from job_scraper/seen_jobs.json
• /upskill <URL> — targeted mode: analyses a single job posting fetched from the URL

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Step 1: Detect Mode

Check whether the user provided a URL argument:

• If the invocation was /upskill with no argument → aggregate mode
• If the invocation was /upskill <URL> → targeted mode, store the URL for Step 2

In targeted mode, derive a slug from the job title and company for the report filename (e.g. guardsix-senior-ai-engineer). You will fetch the posting in Step 2.

Step 2: Load Data

Aggregate mode

1. Read job_search_tracker.csv. Extract all rows. The columns are: date, company, sector, role, role_type, channel, status, contact_person, fit_rating, notes, cv_file, cover_letter_file, source, deadline
2. For each row, no…