Snapshot: full project state

improve.py

@@ -0,0 +1,32 @@
+# Procyon — self-improvement loop. Logs outcomes, surfaces what works.
+
+import db
+
+
+def log_outcome(app_id, stage, notes=''):
+    db.add_outcome(app_id, stage, notes)
+    db.update_application(app_id, status=stage)
+
+
+def insights():
+    """Aggregate outcomes -> simple actionable insights."""
+    conn = db.get_conn()
+    try:
+        rows = conn.execute(
+            'SELECT stage, COUNT(*) c FROM outcomes GROUP BY stage').fetchall()
+        sent = conn.execute(
+            "SELECT COUNT(*) c FROM applications WHERE outcome IN ('response','interview','offer')"
+        ).fetchone()['c']
+        total = conn.execute('SELECT COUNT(*) c FROM applications').fetchone()['c']
+        by_stage = {r['stage']: r['c'] for r in rows}
+        resp_rate = round(sent / total, 3) if total else 0.0
+        return {
+            'total_applications': total,
+            'by_stage': by_stage,
+            'positive_outcomes': sent,
+            'response_rate': resp_rate,
+            'note': ('Response rate is positive-outcome / total applications. '
+                     'Higher = your tailoring and targeting are landing.'),
+        }
+    finally:
+        conn.close()