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The deadline is written at every moment it is provably in hand and survives every write that follows: seen_jobs.json base field, /rank stored-value urgency + expiry sweep with Step 4 persistence, tracker 14th column with header-line-only migration for existing files, /scrape-path extraction (assistant SKILL.md 1.3.2 -> 1.3.3), preserve-unparsed-fields in /outcome and /gmail-sync, notion-sync deadline precedence. Design, scope analysis, and the folded refinements by jakob1379 (#319, #328). Co-authored-by: Jakob Stender Guldberg <17257805+jakob1379@users.noreply.github.com>
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Jakob Stender Guldberg
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@@ -35,7 +35,7 @@ In targeted mode, derive a slug from the job title and company for the report fi
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### Aggregate mode
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1. Read `job_search_tracker.csv`. Extract all rows. The columns are:
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`date, company, sector, role, role_type, channel, status, contact_person, fit_rating, notes, cv_file, cover_letter_file, source`
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`date, company, sector, role, role_type, channel, status, contact_person, fit_rating, notes, cv_file, cover_letter_file, source, deadline`
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2. For each row, note the `role`, `company`, and `fit_rating`. The `fit_rating` column is a 0–100 score where 100 = perfect fit. You will use it to weight gaps — a lower fit rating means the role exposed more gaps.
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3. Read `job_scraper/seen_jobs.json`. Keep entries with `"status": "ranked"` and `rank_score >= 45` — the Moderate Fit floor from `04-job-evaluation.md` (below that, a job is Weak/Poor Fit and would otherwise dominate the heatmap with jobs the user shouldn't chase). For each kept entry, note its `title`, `company`, `rank_score`, and — when present — its recorded `gaps`. An entry with no `gaps` field (ranked before gap persistence existed) is skipped, counted, and reported once in the terminal: *"N ranked jobs were scored before gap persistence and contribute nothing; `/rank --all` re-scores them."* Never back-fill a missing `gaps` field by guessing from the title.
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4. Read `.claude/skills/job-application-assistant/01-candidate-profile.md` to get the candidate's current skills and experience.
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