Feature: Remove message, Upgrade: pull better job data, add dedicated status section to job applications

tools/summarizer/app.py

@@ -65,6 +65,21 @@ _TECH = [
 ]
 
 
+
+_SOFT = [
+    "communication",
+    "collaboration",
+    "teamwork",
+    "problem solving",
+    "leadership",
+    "mentoring",
+    "ownership",
+    "initiative",
+    "adaptability",
+    "stakeholder management",
+    "detail oriented",
+]
+
 def _strip_html(text: str) -> str:
     # Good enough for job descriptions pasted from the web.
     text = re.sub(r"<\s*br\s*/?>", "\n", text, flags=re.IGNORECASE)
@@ -131,10 +146,14 @@ def _role_focused_excerpt(text: str) -> dict:
     nice = _extract_bullets(nice_lines, max_items=5)
 
     tech_found = []
+    soft_found = []
     low = cleaned.lower()
     for t in _TECH:
         if t in low:
             tech_found.append(t)
+    for s in _SOFT:
+        if s in low:
+            soft_found.append(s)
 
     # Fallback: pick bullet-like lines anywhere if sections are missing.
     if not responsibilities and not requirements:
@@ -160,6 +179,7 @@ def _role_focused_excerpt(text: str) -> dict:
         "requirements": requirements,
         "nice": nice,
         "tech": tech_found,
+        "soft": soft_found,
     }
 
 
@@ -192,26 +212,39 @@ async def summarize(req: SummarizeRequest):
 
     lines = ["Role summary:", summary]
 
+    if info["requirements"]:
+        lines.append("")
+        lines.append("What they need from you:")
+        for x in info["requirements"][:7]:
+            lines.append(f"- {x}")
+
     if info["responsibilities"]:
         lines.append("")
-        lines.append("Key responsibilities:")
+        lines.append("What you would be doing:")
         for x in info["responsibilities"][:6]:
             lines.append(f"- {x}")
 
-    if info["requirements"]:
+    if info["nice"]:
         lines.append("")
-        lines.append("Key requirements:")
-        for x in info["requirements"][:6]:
+        lines.append("Nice to have:")
+        for x in info["nice"][:5]:
             lines.append(f"- {x}")
 
     if info["tech"]:
-        # Keep this short; it's just a hint based on keyword matches.
         uniq = []
         for t in info["tech"]:
             if t not in uniq:
                 uniq.append(t)
         lines.append("")
-        lines.append("Tech keywords: " + ", ".join(uniq[:14]))
+        lines.append("Relevant hard skills: " + ", ".join(uniq[:14]))
+
+    if info["soft"]:
+        uniq_soft = []
+        for s in info["soft"]:
+            if s not in uniq_soft:
+                uniq_soft.append(s)
+        lines.append("")
+        lines.append("Relevant soft skills: " + ", ".join(uniq_soft[:8]))
 
     out = "\n".join(lines).strip()
     cache[key] = out