feat(input): normalize job descriptions
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		| @@ -4,27 +4,29 @@ The input side of ResumeCustomizer prepares job-specific Markdown resumes by sti | ||||
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| ## Workflow Recap | ||||
| 1. Ensure `input/resume/` contains exactly one Markdown resume. | ||||
| 2. Drop a single job-description Markdown into `input/ForCustomizing/inbox/`. | ||||
| 2. Drop a single job-description file (plain text or Markdown) into `input/ForCustomizing/inbox/`. | ||||
| 3. Start the watcher stack (`input/Docker/run-input-processor.sh up -d`). | ||||
| 4. The watcher combines the resume, job description, and the resolved instruction prompt (defaulting to `templates/ResumeCustomizerPrompt.md.example`) into a prompt, runs the Codex CLI, and writes the generated resume to `ForCustomizing/outbox/YYYY/MM/DD/HHMM/`. | ||||
| 5. Successful runs archive the job description under `ForCustomizing/processed/` and copy the prompt used into the same outbox folder. Failures move the job description into `ForCustomizing/failed/` for review. | ||||
| 4. The watcher normalizes the messy job description via Codex (using `templates/JobDescriptionNormalizerPrompt.md.example` by default), then combines the cleaned Markdown, the base resume, and the resolved customization prompt into a second Codex run that writes the generated resume to `ForCustomizing/outbox/YYYY/MM/DD/HHMM/<company>-<jobtitle>.md`. | ||||
| 5. Successful runs archive the job description under `ForCustomizing/processed/`, copy both the prompt and the cleaned job description into the same outbox folder, and leave the Codex output for human review. Failures move the job description into `ForCustomizing/failed/`. | ||||
|  | ||||
| The human operator reviews the Codex output Markdown, makes any edits, and then manually hands it off to the output pipeline for document rendering. | ||||
|  | ||||
| ## Container Stack | ||||
| The watcher lives in `input/Docker/`: | ||||
| - `Dockerfile` – builds a Node/Python base image, installs gosu, and prepares a non-root `codex` user. | ||||
| - `watch_and_customize.py` – polls the inbox, validates preconditions, resolves the prompt template (`ResumeCustomizerPrompt.md` or its `.example` fallback), constructs prompts, runs Codex, and routes files. | ||||
| - `watch_and_customize.py` – polls the inbox, validates preconditions, resolves both templates (normalizer and customization), cleans the job description, builds prompts, runs Codex twice, and routes files. | ||||
| - `entrypoint.sh` – maps the container user to the caller’s UID/GID and ensures shared directories exist. | ||||
| - `run-input-processor.sh` – wrapper around `docker compose` that mounts your `~/.codex` directory and forwards CLI arguments. | ||||
| - `docker-compose.yml` – defines the container, volumes, environment variables, and restart policy (`no` so fatal errors halt the stack). | ||||
|  | ||||
| ### Templates | ||||
| - `templates/ResumeCustomizerPrompt.md.example` ships with default Codex instructions. | ||||
| - To customize, copy the `.example` file to `templates/ResumeCustomizerPrompt.md` (the `.gitignore` keeps your local overrides out of version control). | ||||
| - `templates/JobDescriptionNormalizerPrompt.md.example` ships with default instructions that clean recruiter chatter and extract company/role details. Copy it to `JobDescriptionNormalizerPrompt.md` to override. | ||||
| - `templates/ResumeCustomizerPrompt.md.example` ships with default resume-customization instructions. Copy it to `ResumeCustomizerPrompt.md` to override. | ||||
| - The `.gitignore` in `templates/` keeps local overrides out of version control. | ||||
|  | ||||
| ### Key Environment Variables | ||||
| - `CODEX_COMMAND_TEMPLATE` – format string for invoking Codex (placeholders: `{prompt}`, `{output}`). | ||||
| - `CODEX_COMMAND_TEMPLATE` – format string for the resume-customization Codex run (placeholders: `{prompt}`, `{output}`). | ||||
| - `CODEX_NORMALIZER_COMMAND_TEMPLATE` – optional override for the normalization Codex run (defaults to `CODEX_COMMAND_TEMPLATE`). | ||||
| - `POLL_INTERVAL_SECONDS` – watch loop delay (defaults to 5). | ||||
| - `CODEX_TIMEOUT_SECONDS` – wall-clock timeout for each Codex call (defaults to 600). | ||||
| - `CODEX_CONFIG_DIR` – host path to mount as `/home/codex/.codex` (defaults to `${HOME}/.codex` via the wrapper). | ||||
|   | ||||
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