Snapshot: full project state

pipeline.py

@@ -0,0 +1,64 @@
+# Procyon — shared pipeline. One prepare path for both the web UI and the autopilot.
+
+import os
+
+import db
+import tailor
+import audit
+import scraper
+import resume_pdf
+
+BASE = os.path.dirname(os.path.abspath(__file__))
+
+
+def prepare(job):
+    """Score -> tailor -> draft -> PDF -> self-audit. Returns app_id. NO sending."""
+    score, opinion = tailor.score_job(job)
+    db.update_job_score(job['id'], score, opinion)
+
+    tracks, _master = tailor.build_master(job)
+    structured = tailor.structured_resume(job)
+    text = tailor.structured_to_text(structured)
+    subject = tailor.make_subject(job)
+    research = scraper.research_company(job)
+    body = tailor.draft_email(job, text, research=research)
+
+    # scrape a contact email (best-effort, for auto-send on approve) — only runs for
+    # the handful of jobs that get prepared, not the bulk discover.
+    if not (job.get('contact_email') or '').strip():
+        try:
+            contact = scraper.scrape_contact_email(job)
+            if contact:
+                db.set_job_contact_email(job['id'], contact)
+        except Exception:
+            pass
+
+    aid = db.create_application(job['id'], subject=subject, body=body)
+
+    # one-page PDF
+    pdf = ''
+    try:
+        out = os.path.join(BASE, 'data', 'resumes', f'app_{aid}.pdf')
+        os.makedirs(os.path.dirname(out), exist_ok=True)
+        resume_pdf.render(structured, out_path=out)
+        if os.path.exists(out):
+            pdf = out
+    except Exception as e:
+        print(f'pdf render failed: {e}')
+
+    # text version for display
+    rdir = os.path.join(BASE, 'data', 'tailored')
+    os.makedirs(rdir, exist_ok=True)
+    tpath = os.path.join(rdir, f'app_{aid}_resume.txt')
+    with open(tpath, 'w', encoding='utf-8') as f:
+        f.write(text)
+
+    db.update_application(aid, resume_path=tpath, tailored_pdf=pdf, status='tailored',
+                          notes=f'tracks: {",".join(tracks)}')
+
+    # self-audit (now includes ATS keyword coverage)
+    checks = audit.run_audit(aid, job, subject, body, text)
+    ok = audit.all_pass(checks)
+    db.update_application(aid, status='audited', audit_json=str(checks))
+    db.set_job_status(job['id'], 'audited')
+    return aid