feat(input): normalize job descriptions
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# Input Agent Guide
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## Mission
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Automate the upstream resume customization workflow. Monitor the job-description inbox, combine the base resume and prompt template into a Codex-friendly request, invoke the Codex CLI, and deposit the generated Markdown in a timestamped outbox for human review.
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Automate the upstream resume customization workflow. Monitor the job-description inbox, clean up messy recruiter-sourced text, combine the normalized description with the base resume and prompt templates, invoke the Codex CLI, and deposit the generated Markdown in a timestamped outbox for human review.
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## Directory Responsibilities
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- `resume/` – contains exactly one Markdown resume. Any other count is a fatal configuration error.
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- `ForCustomizing/inbox/` – drop one job-description Markdown at a time to trigger processing.
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- `ForCustomizing/outbox/YYYY/MM/DD/HHMM/` – timestamped folders containing Codex output Markdown (and a copy of the prompt used).
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- `ForCustomizing/inbox/` – drop one plain-text or Markdown job description at a time to trigger processing.
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- `ForCustomizing/outbox/YYYY/MM/DD/HHMM/` – timestamped folders containing Codex output Markdown (`<company>-<jobtitle>.md`) along with the exact prompt and the cleaned job description that fed Codex.
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- `ForCustomizing/processed/YYYY/MM/DD/HHMM/` – archives of job descriptions that Codex processed successfully.
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- `ForCustomizing/failed/` – captures job descriptions when Codex errors or a recoverable issue occurs. Fatal configuration errors still exit the container.
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- `templates/ResumeCustomizerPrompt.md.example` – default instruction block; copy to `ResumeCustomizerPrompt.md` (same folder) to override locally.
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- `templates/JobDescriptionNormalizerPrompt.md.example` – default instructions that scrub recruiter chatter and extract metadata; copy to `JobDescriptionNormalizerPrompt.md` to override.
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- `templates/ResumeCustomizerPrompt.md.example` – default resume-customization instructions; copy to `ResumeCustomizerPrompt.md` to override.
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## Running the Input Processor
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Launch the stack with the wrapper so files inherit your UID/GID and your local Codex credentials mount in:
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@@ -20,7 +21,8 @@ cd input/Docker
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```
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Environment variables you can pass before the command:
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- `CODEX_COMMAND_TEMPLATE` – override the Codex CLI invocation (defaults to `codex prompt --input {prompt} --output {output} --format markdown`).
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- `CODEX_COMMAND_TEMPLATE` – override the Codex CLI invocation for the resume customization run (defaults to `codex prompt --input {prompt} --output {output} --format markdown`).
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- `CODEX_NORMALIZER_COMMAND_TEMPLATE` – optional override for the job-description normalization run (defaults to the same value as `CODEX_COMMAND_TEMPLATE`).
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- `POLL_INTERVAL_SECONDS` – watcher polling cadence (default `5`).
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- `CODEX_TIMEOUT_SECONDS` – hard timeout for Codex calls (default `600`).
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- `CODEX_CONFIG_DIR` – optional override for the host directory that should mount into `/home/codex/.codex`.
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