# Output Pipeline Overview

This directory houses the post-processing side of ResumeCustomizer. It accepts one human-approved Markdown resume at a time and renders shareable DOCX/PDF artifacts while preserving historical output.

## Directory Layout
- `ForRelease/inbox` – drop a single vetted `*.md` file here to trigger conversion; keep empty otherwise.
- `ForRelease/outbox/YYYY/MM/DD/HHMM` – timestamped export folders containing the generated `.docx`/`.pdf` pair for each run.
- `ForRelease/processed/YYYY/MM/DD/HHMM` – timestamped archives of Markdown files that converted successfully.
- `ForRelease/failed` – holding area for Markdown files that Pandoc could not render.
- `Docker/` – Dockerfile, compose stack, watcher script, and wrapper used to run the conversion container.

All `ForRelease` subdirectories include `.gitkeep` and `.gitignore` so artifacts stay local and never reach version control.

## Running the Output Processor
Launch the stack with the wrapper so files inherit your UID/GID:

```bash
cd output/Docker
./run-output-processor.sh up -d
```

The wrapper auto-detects the Docker Compose plugin or legacy `docker-compose`, forwards any extra arguments (`down`, `logs`, etc.), and passes your UID/GID and current timezone into the container. The stack registers as `RCEO-AI-ResumeCustomizer-Output` with the container `RCEO-AI-ResumeCustomizer-OutputProcessor`.

## Conversion Flow
1. The watcher polls `ForRelease/inbox` every few seconds for exactly one Markdown resume.
2. Pandoc renders DOCX and PDF using the shared templates.
3. Artifacts land in a timestamped folder under `ForRelease/outbox`.
4. The source Markdown moves into the matching timestamp folder under `ForRelease/processed`.
5. On Pandoc failure, the Markdown shifts into `ForRelease/failed` for human review before retrying.

Outbox and processed directories are append-only historical records managed solely by the human operator—automation must never delete or reorganize them.

## Prerequisites
- Docker Engine with the Compose plugin (`docker compose`) or the standalone `docker-compose` binary.
- Template assets mounted read-only from `input/templates`.

Stop or inspect the stack with:

```bash
cd output/Docker
./run-output-processor.sh down
./run-output-processor.sh logs -f
```

Monitor logs during conversions to confirm the Markdown leaves inbox, exports appear in outbox, and the source lands in processed.