# Scripts Reference All scripts live in the project root as `.mjs` modules and are exposed via `npm run `. ## Quick Reference | Command | Script | Purpose | |---------|--------|---------| | `npm run doctor` | `doctor.mjs` | Validate setup prerequisites | | `npm run verify` | `verify-pipeline.mjs` | Check pipeline data integrity | | `npm run normalize` | `normalize-statuses.mjs` | Fix non-canonical statuses | | `npm run dedup` | `dedup-tracker.mjs` | Remove duplicate tracker entries | | `npm run merge` | `merge-tracker.mjs` | Merge batch TSVs into applications.md | | `npm run pdf` | `generate-pdf.mjs` | Convert HTML to ATS-optimized PDF | | `npm run build:latex` | `build-cv-latex.mjs` | Build .tex from structured JSON payload | | `npm run sync-check` | `cv-sync-check.mjs` | Validate CV/profile consistency | | `npm run patterns` | `analyze-patterns.mjs` | Analyze tracker outcomes and report patterns | | `npm run add` | `add-entry.mjs` | Dedup + insert a `/career-ops add` entry into cv.md / article-digest.md | | `npm run update:check` | `update-system.mjs check` | Check for upstream updates | | `npm run update` | `update-system.mjs apply` | Apply upstream update | | `npm run rollback` | `update-system.mjs rollback` | Rollback last update | | `npm run liveness` | `check-liveness.mjs` | Test if job URLs are still active | | `npm run scan` | `scan.mjs` | Zero-token portal scanner | | `npm run scan:full` | `scan-ats-full.mjs` | Reverse ATS discovery scanner | | `npm run validate:portals` | `validate-portals.mjs` | Validate portals.yml shape before scanning | | `npm run tracker` | `tracker.mjs` | SQLite derived index over applications.md — sync/query/history/export | | `npm run find` | `find.mjs` | Resolve a report#/tracker#/company query to its full pipeline identity | --- ## doctor Validates that all prerequisites are in place: Node.js >= 18, dependencies installed, Playwright chromium, required files (`cv.md`, `config/profile.yml`, `portals.yml`), fonts directory, and auto-creates `data/`, `output/`, `reports/` if missing. ```bash npm run doctor ``` **Exit codes:** `0` all checks passed, `1` one or more checks failed (fix messages printed). --- ## verify Health check for pipeline data integrity. Validates `data/applications.md` against nine rules: canonical statuses (per `templates/states.yml`), no duplicate company+role pairs, all report links point to existing files, scores match `X.XX/5` / `N/A` / `DUP`, rows have proper pipe-delimited format, no pending TSVs in `batch/tracker-additions/`, no markdown bold in scores, no two `reports/*.md` files covering the same company+role, and no orphan reports without a tracker row (#1425). The report checks are warning-level: duplicate reports can be legitimate (re-evaluation after a JD change), so they never fail the run. ```bash npm run verify ``` **Exit codes:** `0` pipeline clean (zero errors), `1` errors found. Warnings (e.g. possible duplicates) do not cause a non-zero exit. --- ## normalize Maps non-canonical statuses to their canonical equivalents and strips markdown bold and dates from the status column. Aliases like `Enviada` become `Aplicado`, `CERRADA` becomes `Descartado`, etc. DUPLICADO info is moved to the notes column. ```bash npm run normalize # apply changes npm run normalize -- --dry-run # preview without writing ``` Creates a `.bak` backup of `applications.md` before writing. **Exit codes:** `0` always (changes or no changes). --- ## dedup Removes duplicate entries from `applications.md` by grouping on normalized company name + fuzzy role match. Keeps the entry with the highest score. If a removed entry had a more advanced pipeline status, that status is promoted to the keeper. ```bash npm run dedup # apply changes npm run dedup -- --dry-run # preview without writing ``` Creates a `.bak` backup before writing. **Exit codes:** `0` always. --- ## merge Merges batch tracker additions (`batch/tracker-additions/*.tsv`) into `applications.md`. Handles 9-column TSV, 8-column TSV, and pipe-delimited markdown formats. Detects duplicates by report number, entry number, and company+role fuzzy match. Higher-scored re-evaluations update existing entries in place. ```bash npm run merge # apply merge npm run merge -- --dry-run # preview without writing npm run merge -- --verify # merge then run verify-pipeline ``` Processed TSVs are moved to `batch/tracker-additions/merged/`. **Exit codes:** `0` success, `1` verification errors (with `--verify`). --- ## validate:portals Validates `portals.yml` before running the scanner. The validator is offline: it reads YAML, loads local provider IDs from `providers/*.mjs`, and checks common configuration mistakes without fetching any job boards. It reports errors for invalid YAML shape, unknown explicit providers, malformed URLs, empty filter keywords, and invalid local parser blocks. Duplicate enabled company names are warnings because they may be intentional during migrations, but they are worth reviewing. ```bash npm run validate:portals npm run validate:portals -- --file templates/portals.example.yml node validate-portals.mjs --self-test ``` **Exit codes:** `0` no errors (warnings allowed), `1` one or more errors found. --- ## pdf Renders an HTML file to a print-quality, ATS-parseable PDF via headless Chromium. Resolves font paths from `fonts/`, normalizes Unicode for ATS compatibility (em-dashes, smart quotes, zero-width characters), and reports page count and file size. ```bash npm run pdf -- input.html output.pdf npm run pdf -- input.html output.pdf --format=letter # US letter npm run pdf -- input.html output.pdf --format=a4 # A4 (default) ``` **Exit codes:** `0` PDF generated, `1` missing arguments or generation failure. --- ## build:latex Builds a `.tex` file from a structured JSON payload, handling template merge and LaTeX escaping automatically. The JSON is produced by the agent during evaluation — this script replaces the manual LaTeX generation step in `modes/latex.md`. ```bash node build-cv-latex.mjs input.json output.tex node build-cv-latex.mjs --test ``` **Exit codes:** `0` file generated, `1` missing inputs, invalid JSON, unresolved placeholders, or template not found. --- ## sync-check Validates that the career-ops setup is internally consistent: `cv.md` exists and is not too short, `config/profile.yml` exists with required fields, no hardcoded metrics in `modes/_shared.md` or `batch/batch-prompt.md`, and `article-digest.md` freshness (warns if older than 30 days). ```bash npm run sync-check ``` **Exit codes:** `0` no errors (warnings allowed), `1` errors found. --- ## patterns Analyzes application outcomes, scores, archetypes, blockers, remote policy, and company size from `data/applications.md` and linked reports. New reports should include `## Machine Summary` YAML; `analyze-patterns.mjs` uses it first and falls back to legacy markdown parsing for older reports. ```bash npm run patterns npm run patterns -- --summary npm run patterns -- --min-threshold 3 node analyze-patterns.mjs --self-test ``` **Exit codes:** `0` analysis succeeded, `1` insufficient data or parser self-test failure. --- ## update:check Checks whether a newer version of career-ops is available upstream. Outputs JSON to stdout: ```bash npm run update:check ``` Possible JSON responses: | `status` | Meaning | |----------|---------| | `up-to-date` | Local version matches remote | | `update-available` | Newer version exists (includes `local`, `remote`, `changelog`) | | `dismissed` | User dismissed the update prompt | | `offline` | Could not reach GitHub | **Exit codes:** `0` always. --- ## update Applies the upstream update. Creates a timestamped backup branch (`backup-pre-update--`), fetches from the canonical repo, checks out only system-layer files, runs `npm install`, and commits. The timestamp is derived from UTC ISO time with separators and milliseconds removed (for example, `backup-pre-update-1.8.1-20260608T071302Z`). User-layer files (`cv.md`, `config/profile.yml`, `data/`, etc.) are never touched. ```bash npm run update ``` **Exit codes:** `0` success, `1` lock conflict or safety violation. --- ## rollback Restores system-layer files from the most recent backup branch created during an update. Rollback prefers the newest timestamped branch matching `backup-pre-update--` and still accepts legacy `backup-pre-update-` branches for older installs. ```bash npm run rollback ``` **Exit codes:** `0` success, `1` no backup branch found or git error. --- ## liveness Tests whether job posting URLs are still live using headless Chromium. Detects expired patterns (e.g. "job no longer available"), HTTP 404/410, ATS redirect patterns, and apply-button presence. Supports multi-language expired patterns (English, German, French). ```bash npm run liveness -- https://example.com/job/123 npm run liveness -- https://a.com/job/1 https://b.com/job/2 npm run liveness -- --file urls.txt ``` Each URL gets a verdict: `active`, `expired`, or `uncertain` with a reason. **Exit codes:** `0` all URLs active, `1` any expired or uncertain. --- ## scan Zero-token portal scanner. Runs configured local parsers for SSR/static career pages and hits ATS APIs (Greenhouse, Ashby, Lever) directly — no LLM tokens consumed. Reads `portals.yml` for target companies, outputs matching listings to stdout, and optionally appends to `data/pipeline.md`. `scan_history.recheck_after_days` in `portals.yml` lets old `added` URLs become eligible for recheck after the configured number of days. If absent, scan-history dedup keeps the historical behavior and dedups forever. Permanent invalid statuses such as blocked host and malformed URL remain permanent. For custom SSR pages, configure a tracked company with `scan_method: local_parser` and a `parser` block. The parser can be written in JavaScript, Python, or any language available as a local executable. Company-specific parsers usually already know their source URL and only need to print JSON jobs to stdout: ```yaml parser: command: node script: scripts/parsers/example-company-jobs.js format: jobs-json-v1 ``` Use `args` only for reusable parsers that intentionally accept runtime parameters such as `{careers_url}` or `{company}`. If a parser writes full extraction artifacts for debugging or audit, store them under `data/parser-output/{company}/`. `scan.mjs` reads stdout and does not require those JSON files after parsing. Keep generated JSON artifacts out of git; `.gitkeep` placeholders are the only exception for preserving directory structure. ```bash npm run scan ``` **Exit codes:** `0` scan completed, `1` configuration error or no portals.yml found. --- ## scan:full Reverse ATS discovery scanner. Where `scan.mjs` scans the companies you track in `portals.yml`, this inverts the direction: it walks public directories of companies per ATS (Greenhouse, Lever, Ashby, Workday) and surfaces fresh postings matching your `portals.yml` `title_filter` / `location_filter` — no manual company curation. Company directories come from the public [job-board-aggregator](https://github.com/Feashliaa/job-board-aggregator) dataset, cached in `data/cache/` for 24 hours. Postings without a usable publish date are skipped — a reverse scan is only useful for fresh postings. New matches are appended to `data/pipeline.md` and `data/scan-history.tsv` in the same format as `scan.mjs`. ```bash npm run scan:full # all ATS directories, last 3 days node scan-ats-full.mjs --since 7 # postings from the last 7 days node scan-ats-full.mjs --ats greenhouse,workday # subset of sources node scan-ats-full.mjs --limit 200 # max companies per ATS node scan-ats-full.mjs --dry-run # preview without writing node scan-ats-full.mjs --liveness # Playwright-verify matches first node scan-ats-full.mjs --md-out notes/scans # also write a dated markdown digest ``` **Exit codes:** `0` scan completed, `1` configuration error (no portals.yml, unknown `--ats` source) or fatal scan error. --- ## tracker SQLite **derived index** for the applications tracker (RFC #918, phase 1). `data/applications.md` stays the source of truth; `data/applications.db` is built from it by `sync` and is safe to delete at any time — it regenerates on the next sync. All writes keep going to the markdown exactly as today (`merge-tracker.mjs`, hand edits); the index is read-only infrastructure. Why: at hundreds of rows a markdown table degrades structurally (encoding corruption, column drift, `|` inside cells shifting columns), and agents grepping it get model-dependent results. The index normalizes on sync, so a query returns the same rows for every model on every CLI — and corruption is detected at sync time instead of propagating silently. Zero new dependencies — uses `node:sqlite`, built into Node ≥ 22.5. ```bash node tracker.mjs sync # (re)build applications.db from applications.md node tracker.mjs sync --check # diagnose corruption only, no write (exit 1 if issues found) node tracker.mjs query --status Applied --since 2026-05-01 node tracker.mjs query --company acme --json node tracker.mjs history --id 42 # status transitions observed across syncs (Applied → Interview → ...) node tracker.mjs export # inverse: index → canonical markdown table on stdout node tracker.mjs export --out repaired.md # write to a file (existing file backed up to .bak first) ``` `query` and `history` auto-resync when the markdown changed since the last sync, so the index can never serve stale reads. `sync` detects and reports the corruption classes markdown accumulates — mojibake placeholder cells, scores stranded in the status column, non-canonical statuses (resolved via `templates/states.yml` aliases), missing/duplicate ids, stray pipes — and normalizes them **in the index only**; the markdown is never modified. Fix at the source with `normalize-statuses.mjs` / `dedup-tracker.mjs`, then re-sync. Status changes between syncs accumulate in a `status_events` table, which gives `analyze-patterns.mjs` a real funnel instead of only the current snapshot. `export` is the inverse of `sync` (round-trip `md → db → md` is lossless for clean input — enforced by `test-all.mjs`). It writes to stdout by default and never touches `applications.md` unless you explicitly pass it as `--out`. Phase 2 of #918 (DB becomes source of truth, markdown becomes a rendered view) is a separate, explicit per-user opt-in — not part of this script yet. **Exit codes:** `0` success, `1` validation error, missing prerequisites (Node < 22.5, no `applications.md` to index), or corruption found by `sync --check`. --- ## find Resolves a report number, tracker number, or company/role fragment to its full pipeline identity: company, role, tracker#, report#, canonical status, PDF path (from `data/pdf-index.tsv`), and report path. "Apply to #13" is ambiguous — report numbers and tracker row numbers diverge — and answering it used to require opening three files; this does it in one read-only lookup. Zero dependencies, strictly read-only. Numeric queries match **both** the tracker # column and the report number from the Report link (`012` and `12` are the same number), so collisions between the two numbering schemes surface as multiple rows instead of a silent wrong pick. Text queries match company/role by case-insensitive substring, with the shared fuzzy matcher (`role-matcher.mjs`) as fallback for multi-word phrases. ```bash node find.mjs 13 # report# OR tracker# 13 — shows both if they differ node find.mjs acme # company fragment node find.mjs "data engineer" # role phrase (fuzzy via role-matcher) node find.mjs acme --json # machine-readable output ``` Multiple matches print as a table; zero matches print a clean message. **Exit codes:** `0` at least one match, `1` no match, missing query, or no `applications.md`.