auto-pipeline

What problem does it solve?

It removes the manual back-and-forth of evaluating a job description, generating the right application deliverables, drafting tailored responses, and recording everything for later follow-up.

Core Features & Use Cases

• End-to-End JD Intake: Accepts a JD URL or raw text and extracts the relevant content (URL via Playwright with WebFetch fallback, and WebSearch as a last resort).
• A–G Evaluation With Legitimacy (Block G): Runs the full scoring system, including legitimacy checks, to produce a structured evaluation report.
• Application Output Generation: Saves a detailed report and generates a PDF using the configured CV output format (LaTeX pipeline or HTML/PDF pipeline), then drafts application answers when the score is strong.
• Tracker Updates: Updates the applications tracker with completed and pending steps so the pipeline can be resumed safely.

Quick Start

Provide a job description URL or paste the job text and ask the agent to run auto-pipeline to produce the evaluation report, generate the PDF, draft answers if the score is at least 4.5, and update the applications tracker.