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An ATS reads the compiled PDF's embedded text layer, not the rendered page, and LaTeX can silently produce PDFs whose text extracts as garbage: icon glyphs where contact details should be, (cid:*) markers from fonts without Unicode mappings, interleaved lines from multi-column layouts. This matters more now that /add-template lets users bring arbitrary templates. The existing Step 5 loop verifies what a human sees; this adds verification of what a parser sees. New Step 5d in /apply (CV only - cover letters rarely go through keyword screening; cleanup renumbered to 5e): - Extract the CV PDF's text layer with pdftotext -layout. pdftotext (poppler) is an optional dependency: if missing, the mechanical check is skipped with a warning and keyword coverage falls back to the visual PDF read - the same graceful-skip pattern as salary_lookup.py - Parseability checks verified against a real extraction of the stock template: email/phone must survive as literal text (fontawesome icons extract as harmless glyph-name noise like MOBILE-ALT/Envelope, but a contact detail carried only by an icon or hyperlink is invisible to ATS), no (cid:*) or replacement-character garbage, reading order matching visual order, dates present - Keyword coverage reuses the required/preferred list from Step 1, matched in the posting's language, reported as covered / synonym-only / missing-have-it / missing-gap. Honesty rule enforced: keywords the profile genuinely supports get added to experience bullets; genuine gaps stay visible, never stuffed Integration: CLAUDE.md verification checklist section, ATS Parseability guidance in 05-cv-templates.md, narrow Bash(pdftotext:*) entry in the pre-approved permissions (keeping with the tightened scope from #27), cv/*.txt gitignored (extraction is personal data; also deleted by the step itself), and optional-dependency docs in README and SETUP.
220 lines
8.0 KiB
Markdown
220 lines
8.0 KiB
Markdown
# Setup Guide
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Step-by-step instructions for getting the AI Job Search framework running.
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## 1. Prerequisites
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### Claude Code
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Install Claude Code (Anthropic's CLI for Claude):
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```bash
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npm install -g @anthropic-ai/claude-code
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```
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You'll need an Anthropic API key or a Claude Pro/Team subscription. See the [Claude Code docs](https://docs.anthropic.com/en/docs/claude-code) for details.
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### Python
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Python 3.10+ is required for the salary lookup tool. Check with:
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```bash
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python --version
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```
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On Windows, `py --version` is often the most reliable check if `python` is not on your PATH.
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### Bun (for job search tools)
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The job portal CLIs (four Danish portals plus the country-agnostic LinkedIn tool) are written in TypeScript and run with Bun.
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- macOS/Linux:
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```bash
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curl -fsSL https://bun.sh/install | bash
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```
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- Windows PowerShell:
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```powershell
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powershell -ExecutionPolicy Bypass -c "irm https://bun.sh/install.ps1 | iex"
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```
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If you prefer a package manager, `winget install Oven-sh.Bun` also works on Windows.
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### LaTeX (for compiling CVs and cover letters)
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Install a LaTeX distribution to compile the generated `.tex` files to PDF:
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- **Windows:** [MiKTeX](https://miktex.org/download)
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- **macOS:** [MacTeX](https://tug.org/mactex/)
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- **Linux:** `sudo apt install texlive-full` or `sudo dnf install texlive-scheme-full`
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The CV compiles with `lualatex` (pdflatex often fails on modern MiKTeX installs with `fontawesome5` font-expansion errors). The cover letter compiles with `xelatex` because `cover.cls` requires `fontspec` for its custom Lato/Raleway fonts.
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### Optional: pdftotext (for the ATS check)
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`/apply` runs an ATS parseability check on the compiled CV: it extracts the PDF's text layer and verifies contact details, reading order, and keyword coverage the way an applicant-tracking system sees them. This uses `pdftotext` from [poppler](https://poppler.freedesktop.org/), which is not part of TeX distributions:
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- **macOS:** `brew install poppler`
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- **Debian/Ubuntu:** `sudo apt install poppler-utils`
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- **Windows:** `choco install poppler`
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If `pdftotext` is missing, `/apply` skips the mechanical check with a warning and falls back to a visual keyword review — everything else works normally.
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## 2. Fork and clone
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```bash
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gh repo fork MadsLorentzen/ai-job-search --clone
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cd ai-job-search
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```
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Or manually: fork on GitHub, then clone your fork.
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## 3. Install job search CLI dependencies
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Run these from the repository root.
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- PowerShell:
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```powershell
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$tools = @("jobbank-search", "jobdanmark-search", "jobindex-search", "jobnet-search", "linkedin-search")
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foreach ($tool in $tools) {
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Set-Location ".agents/skills/$tool/cli"
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bun install
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Set-Location "..\..\..\.."
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}
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```
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- Bash / zsh / Git Bash:
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```bash
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for tool in jobbank-search jobdanmark-search jobindex-search jobnet-search linkedin-search; do
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cd .agents/skills/$tool/cli && bun install && cd ../../../..
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done
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```
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For `linkedin-search` the install is optional: it has zero runtime dependencies and runs with plain `bun`; `bun install` only pulls TypeScript dev types.
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If you're outside Denmark, you can generate an equivalent search skill for your local job board with `/add-portal` — it scaffolds the same CLI structure for any public portal and test-runs a live query before registering. See the "Job search tools" section in the README.
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## 4. Run the setup interview
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Start Claude Code in the repository:
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```bash
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claude
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```
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Then run the onboarding:
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```
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/setup
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```
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Claude will offer three paths:
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- **Path A (documents folder):** Add your CV, LinkedIn export, diplomas, references, or past applications under `documents/`. Claude reads and cross-references them before proposing profile updates. This is best when you have several source files.
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- **Path B (single CV import):** Share one CV/resume by mentioning the file with `@` or pasting the text. Claude extracts it and asks follow-up questions for anything missing.
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- **Path C (interview mode):** Answer structured interview questions section by section.
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All three paths produce the same result: fully populated profile files.
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### What gets populated
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| File | Content |
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|------|---------|
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| `CLAUDE.md` | Your full candidate profile |
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| `01-candidate-profile.md` | Structured education, experience, skills |
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| `02-behavioral-profile.md` | Behavioral assessment |
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| `04-job-evaluation.md` | Personalized skill match areas and career goals |
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| `05-cv-templates.md` | Profile statement templates for your background |
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| `07-interview-prep.md` | STAR examples from your experience |
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| `cv/main_example.tex` | Your LaTeX CV with actual details |
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| `search-queries.md` | Job search queries for `/scrape` |
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### Re-running setup
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You can update specific sections later:
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```
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/setup --section skills
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/setup --section experience
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/setup --section search
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```
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The `--section search` option is especially useful as your priorities evolve. It re-runs the search configuration interview and suggests role types you may not have considered based on your full profile.
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## 5. Optional: Set up salary benchmarking
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If you have salary data (from a union, salary survey, Glassdoor, or personal research):
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1. **Option A:** Create `salary_data.json` manually in the repo root (see `tools/README_SALARY_TOOL.md` for the format)
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2. **Option B:** Convert from Excel:
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```bash
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pip install openpyxl
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python tools/convert_salary_excel.py path/to/salary-data.xlsx --source "My Salary Data 2025"
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```
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This creates `salary_data.json` which the `/apply` workflow uses for salary benchmarking. If you skip this step, salary lookup is simply omitted.
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## 6. Test the workflow
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Find a job posting you're interested in, then:
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```
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/apply https://jobindex.dk/job/1234567
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```
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Or paste the job description directly:
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```
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/apply [paste job posting text here]
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```
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Claude will:
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1. Evaluate the fit against your profile
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2. Ask if you want to proceed
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3. Draft a tailored CV and cover letter
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4. Have a reviewer agent critique the drafts
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5. Revise and present the final output
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## 7. Compile your documents
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After `/apply` creates the LaTeX files:
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```bash
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# Bash / zsh / Git Bash
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cd cv && lualatex main_<company>.tex && cd ..
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cd cover_letters && xelatex cover_<company>_<role>.tex && cd ..
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```
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```powershell
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# PowerShell
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Set-Location cv; lualatex main_<company>.tex; Set-Location ..
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Set-Location cover_letters; xelatex cover_<company>_<role>.tex; Set-Location ..
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```
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These commands apply to the stock templates (moderncv CV, `cover.cls` cover letter). If you'd rather use your own LaTeX template, run `/add-template` — it captures the template's compile engine, fonts, style rules, and page limit, test-compiles it, and wires it into `/apply`. See the "LaTeX templates" section in the README.
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## Troubleshooting
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### "salary_data.json not found"
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This is expected if you haven't set up salary benchmarking. The `/apply` workflow skips this step automatically.
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### Job search CLI tools not working
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Make sure Bun is installed and you ran `bun install` in each CLI directory. The tools require network access to fetch job listings.
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### LaTeX compilation errors
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- CV: uses `lualatex` (pdflatex often fails on modern MiKTeX with `fontawesome5` font-expansion errors; lualatex handles the same sources cleanly)
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- Cover letter: uses `xelatex` (for custom fonts in `OpenFonts/fonts/`)
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- Make sure your LaTeX distribution includes the `moderncv` package
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### Fonts not found in cover letter
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The cover letter template expects fonts in `cover_letters/OpenFonts/fonts/`. Make sure this directory exists and contains the Lato and Raleway font files.
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### Stale `.claude/settings.local.json` from an older clone
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Shared Claude Code permissions now live in `.claude/settings.json` (scoped to `bun run` and `python salary_lookup.py`). Earlier versions of this repo committed a broader `.claude/settings.local.json` that pre-approved `Bash(curl:*)`, `Bash(python:*)` and `Bash(bun:*)`. If you cloned before that change, git leaves the old file behind in your working copy, and its permissions still apply on top of `settings.json`. Delete it (or trim it to your own personal overrides):
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```bash
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rm .claude/settings.local.json
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```
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