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

JobTrackerApi/Controllers/CorrespondenceController.cs

@@ -67,5 +67,17 @@ namespace JobTrackerApi.Controllers
 
             return CreatedAtAction(nameof(GetForJob), new { jobId = message.JobApplicationId }, message);
         }
+
+
+        [HttpDelete("{id:int}")]
+        public async Task<IActionResult> Delete([FromRoute] int id, CancellationToken cancellationToken)
+        {
+            var message = await _db.Correspondences.FirstOrDefaultAsync(c => c.Id == id, cancellationToken);
+            if (message is null) return NotFound();
+
+            _db.Correspondences.Remove(message);
+            await _db.SaveChangesAsync(cancellationToken);
+            return NoContent();
+        }
     }
 }

JobTrackerApi/Controllers/JobApplicationsController.cs

@@ -576,7 +576,7 @@ namespace JobTrackerApi.Controllers
             // Generate and persist a short summary at creation time to avoid repeated model calls.
             try
             {
-                var shortSum = await _summarizer.SummarizeAsync(job.Description ?? job.Notes ?? "", 80, 20);
+                var shortSum = await _summarizer.SummarizeAsync(job.Description ?? job.Notes ?? "", 160, 60);
                 job.ShortSummary = shortSum;
             }
             catch
@@ -626,7 +626,8 @@ namespace JobTrackerApi.Controllers
             string? CoverLetterText,
             string? JobUrl,
             DateTime? DateApplied,
-            DateTime? FeedbackRequestedAt
+            DateTime? FeedbackRequestedAt,
+            DateTime? StatusChangedAt
         );
 
         [HttpPut("{id:int}")]
@@ -686,7 +687,7 @@ namespace JobTrackerApi.Controllers
                     Type = "StatusChanged",
                     OldValue = oldStatus,
                     NewValue = job.Status,
-                    At = DateTime.Now
+                    At = request.StatusChangedAt ?? DateTime.Now
                 });
             }
 

JobTrackerApi/Services/JobEnrichmentHostedService.cs

@@ -58,7 +58,7 @@ public sealed class JobEnrichmentHostedService : BackgroundService
                     {
                         try
                         {
-                            var shortSummary = await summarizer.SummarizeAsync(sourceText, 80, 20);
+                            var shortSummary = await summarizer.SummarizeAsync(sourceText, 160, 60);
                             if (!string.IsNullOrWhiteSpace(shortSummary))
                             {
                                 job.ShortSummary = shortSummary;

JobTrackerApi/Services/JobImport/SkillTagger.cs

@@ -1,4 +1,4 @@
-using System;
+using System;
 using System.Collections.Generic;
 using System.Linq;
 using System.Text.RegularExpressions;
@@ -7,29 +7,52 @@ namespace JobTrackerApi.Services.JobImport;
 
 public static class SkillTagger
 {
-    private static readonly (string Tag, Regex Pattern)[] Patterns =
+    private static readonly (string Tag, Regex Pattern, int Weight)[] Patterns =
     {
-        ("C#", new Regex(@"\bC#\b", RegexOptions.IgnoreCase | RegexOptions.Compiled)),
-        (".NET", new Regex(@"\b\.NET\b|\bASP\.NET\b|\bDOTNET\b", RegexOptions.IgnoreCase | RegexOptions.Compiled)),
-        ("Python", new Regex(@"\bPython\b", RegexOptions.IgnoreCase | RegexOptions.Compiled)),
-        ("Docker", new Regex(@"\bDocker\b", RegexOptions.IgnoreCase | RegexOptions.Compiled)),
-        ("Azure", new Regex(@"\bAzure\b", RegexOptions.IgnoreCase | RegexOptions.Compiled)),
-        ("AWS", new Regex(@"\bAWS\b|\bAmazon Web Services\b", RegexOptions.IgnoreCase | RegexOptions.Compiled)),
-        ("React", new Regex(@"\bReact\b|\bReact\.js\b", RegexOptions.IgnoreCase | RegexOptions.Compiled)),
-        ("TypeScript", new Regex(@"\bTypeScript\b|\bTS\b", RegexOptions.IgnoreCase | RegexOptions.Compiled)),
-        ("SQL", new Regex(@"\bSQL\b|\bPostgreSQL\b|\bMySQL\b|\bSQLite\b|\bMS\s*SQL\b|\bT-?SQL\b", RegexOptions.IgnoreCase | RegexOptions.Compiled)),
-        ("Kubernetes", new Regex(@"\bKubernetes\b|\bK8s\b", RegexOptions.IgnoreCase | RegexOptions.Compiled)),
+        ("C#", new Regex(@"\bC#\b|\bcsharp\b", RegexOptions.IgnoreCase | RegexOptions.Compiled), 6),
+        (".NET", new Regex(@"\b\.NET\b|\bASP\.NET\b|\bDOTNET\b|\bEntity Framework\b|\bEF Core\b", RegexOptions.IgnoreCase | RegexOptions.Compiled), 6),
+        ("Python", new Regex(@"\bPython\b", RegexOptions.IgnoreCase | RegexOptions.Compiled), 6),
+        ("Java", new Regex(@"\bJava\b", RegexOptions.IgnoreCase | RegexOptions.Compiled), 5),
+        ("JavaScript", new Regex(@"\bJavaScript\b|\bJS\b", RegexOptions.IgnoreCase | RegexOptions.Compiled), 5),
+        ("TypeScript", new Regex(@"\bTypeScript\b|\bTS\b", RegexOptions.IgnoreCase | RegexOptions.Compiled), 5),
+        ("React", new Regex(@"\bReact\b|\bReact\.js\b", RegexOptions.IgnoreCase | RegexOptions.Compiled), 5),
+        ("Node.js", new Regex(@"\bNode\b|\bNode\.js\b", RegexOptions.IgnoreCase | RegexOptions.Compiled), 5),
+        ("SQL", new Regex(@"\bSQL\b|\bPostgreSQL\b|\bMySQL\b|\bSQLite\b|\bMS\s*SQL\b|\bT-?SQL\b", RegexOptions.IgnoreCase | RegexOptions.Compiled), 5),
+        ("Docker", new Regex(@"\bDocker\b|\bcontainers?\b", RegexOptions.IgnoreCase | RegexOptions.Compiled), 5),
+        ("Kubernetes", new Regex(@"\bKubernetes\b|\bK8s\b", RegexOptions.IgnoreCase | RegexOptions.Compiled), 5),
+        ("Azure", new Regex(@"\bAzure\b", RegexOptions.IgnoreCase | RegexOptions.Compiled), 5),
+        ("AWS", new Regex(@"\bAWS\b|\bAmazon Web Services\b", RegexOptions.IgnoreCase | RegexOptions.Compiled), 5),
+        ("CI/CD", new Regex(@"\bCI/CD\b|continuous integration|continuous delivery|continuous deployment", RegexOptions.IgnoreCase | RegexOptions.Compiled), 4),
+        ("REST APIs", new Regex(@"\bREST\b|RESTful|API development|web services", RegexOptions.IgnoreCase | RegexOptions.Compiled), 4),
+        ("GraphQL", new Regex(@"\bGraphQL\b", RegexOptions.IgnoreCase | RegexOptions.Compiled), 4),
+        ("Testing", new Regex(@"\bunit tests?\b|\bintegration tests?\b|\btesting\b|\bTDD\b", RegexOptions.IgnoreCase | RegexOptions.Compiled), 4),
+        ("Agile", new Regex(@"\bAgile\b|\bScrum\b|\bKanban\b", RegexOptions.IgnoreCase | RegexOptions.Compiled), 3),
+        ("Communication", new Regex(@"communication skills?|communicate effectively|stakeholder management", RegexOptions.IgnoreCase | RegexOptions.Compiled), 3),
+        ("Collaboration", new Regex(@"collaborat|cross-functional|team player|work closely with", RegexOptions.IgnoreCase | RegexOptions.Compiled), 3),
+        ("Problem Solving", new Regex(@"problem solving|solve complex|analytical|troubleshoot", RegexOptions.IgnoreCase | RegexOptions.Compiled), 3),
+        ("Leadership", new Regex(@"leadership|mentor|coaching|leading teams?", RegexOptions.IgnoreCase | RegexOptions.Compiled), 3),
+        ("Ownership", new Regex(@"ownership|self-starter|take initiative|proactive", RegexOptions.IgnoreCase | RegexOptions.Compiled), 3),
+        ("Adaptability", new Regex(@"adaptable|flexible|fast-paced|ambiguity", RegexOptions.IgnoreCase | RegexOptions.Compiled), 2),
+        ("Attention to Detail", new Regex(@"attention to detail|detail-oriented|quality-focused", RegexOptions.IgnoreCase | RegexOptions.Compiled), 2),
     };
 
     public static string[] Detect(string? description)
     {
         if (string.IsNullOrWhiteSpace(description)) return Array.Empty<string>();
-        var tags = new List<string>(capacity: 8);
-        foreach (var (tag, pattern) in Patterns)
+
+        var matches = new List<(string Tag, int Score)>();
+        foreach (var (tag, pattern, weight) in Patterns)
         {
-            if (pattern.IsMatch(description)) tags.Add(tag);
+            if (pattern.IsMatch(description)) matches.Add((tag, weight));
         }
-        return tags.Distinct(StringComparer.OrdinalIgnoreCase).ToArray();
+
+        return matches
+            .GroupBy(x => x.Tag, StringComparer.OrdinalIgnoreCase)
+            .Select(g => new { Tag = g.Key, Score = g.Max(x => x.Score) })
+            .OrderByDescending(x => x.Score)
+            .ThenBy(x => x.Tag, StringComparer.OrdinalIgnoreCase)
+            .Take(12)
+            .Select(x => x.Tag)
+            .ToArray();
     }
 }
-

job-tracker-ui/src/components/Correspondence.tsx

@@ -4,6 +4,7 @@ import {
   Box,
   Button,
   Chip,
+  IconButton,
   CircularProgress,
   Dialog,
   DialogActions,
@@ -22,6 +23,7 @@ import {
   Typography,
 } from "@mui/material";
 import { alpha, useTheme } from "@mui/material/styles";
+import DeleteOutlineIcon from "@mui/icons-material/DeleteOutline";
 
 import { api } from "../api";
 import { useToast } from "../toast";
@@ -231,6 +233,17 @@ export default function Correspondence({ jobId }: { jobId: number }) {
     }
   };
 
+
+  const deleteMessage = async (messageId: number) => {
+    try {
+      await api.delete(`/correspondence/${messageId}`);
+      await load();
+      toast("Message removed.", "success");
+    } catch {
+      toast("Failed to remove message.", "error");
+    }
+  };
+
   const importGmailMessage = async (messageId: string) => {
     try {
       setImportingMessageId(messageId);
@@ -303,11 +316,16 @@ export default function Correspondence({ jobId }: { jobId: number }) {
                       {m.content}
                     </Typography>
 
-                    <Typography variant="caption" sx={{ display: "block", mt: 0.75, color: "text.secondary" }}>
-                      {isMe ? "Me" : "Company"}
-                      {m.channel ? ` - ${m.channel}` : ""}
-                      {m.date ? ` - ${new Date(m.date).toLocaleString()}` : ""}
-                    </Typography>
+                    <Box sx={{ display: "flex", justifyContent: "space-between", gap: 1, alignItems: "flex-end", mt: 0.75 }}>
+                      <Typography variant="caption" sx={{ color: "text.secondary" }}>
+                        {isMe ? "Me" : "Company"}
+                        {m.channel ? ` - ${m.channel}` : ""}
+                        {m.date ? ` - ${new Date(m.date).toLocaleString()}` : ""}
+                      </Typography>
+                      <IconButton size="small" onClick={() => void deleteMessage(m.id)} sx={{ color: "text.secondary" }}>
+                        <DeleteOutlineIcon fontSize="small" />
+                      </IconButton>
+                    </Box>
                   </Box>
                 </Box>
               );

job-tracker-ui/src/components/EditJobDialog.tsx

@@ -11,7 +11,9 @@ import {
   FormControlLabel,
   Checkbox,
   MenuItem,
+  Paper,
   TextField,
+  Typography,
 } from "@mui/material";
 
 import { api } from "../api";
@@ -56,6 +58,8 @@ export default function EditJobDialog({ open, jobId, onClose, onSaved }: Props)
   const [company, setCompany] = useState<Company | null>(null);
   const [jobTitle, setJobTitle] = useState("");
   const [status, setStatus] = useState("Applied");
+  const [initialStatus, setInitialStatus] = useState("Applied");
+  const [statusChangedAt, setStatusChangedAt] = useState(() => new Date().toISOString().slice(0, 10));
   const [dateApplied, setDateApplied] = useState(() => new Date().toISOString().slice(0, 10));
   const [location, setLocation] = useState("");
   const [salary, setSalary] = useState("");
@@ -86,6 +90,8 @@ export default function EditJobDialog({ open, jobId, onClose, onSaved }: Props)
         setCompany(j.company ?? null);
         setJobTitle(j.jobTitle ?? "");
         setStatus(j.status ?? "Applied");
+        setInitialStatus(j.status ?? "Applied");
+        setStatusChangedAt(new Date().toISOString().slice(0, 10));
         setDateApplied(toDateInputValue(j.dateApplied));
         setLocation(j.location ?? "");
         setSalary(j.salary ?? "");
@@ -121,6 +127,7 @@ export default function EditJobDialog({ open, jobId, onClose, onSaved }: Props)
         jobTitle: jobTitle.trim(),
         companyId: company.id,
         status,
+        statusChangedAt: status !== initialStatus ? statusChangedAt || null : null,
         responseReceived,
         responseDate: responseReceived && responseDate ? responseDate : null,
         location: location.trim() || null,
@@ -154,154 +161,107 @@ export default function EditJobDialog({ open, jobId, onClose, onSaved }: Props)
     <Dialog open={open} onClose={onClose} fullWidth maxWidth="md">
       <DialogTitle>Edit job</DialogTitle>
       <DialogContent>
-        <Box
-          sx={{
-            display: "grid",
-            gridTemplateColumns: "1fr 1fr",
-            gap: 2,
-            mt: 1,
-          }}
-        >
-          <Autocomplete
-            options={companies}
-            getOptionLabel={(c) => c.name}
-            value={company}
-            onChange={(_, v) => setCompany(v)}
-            renderInput={(params) => <TextField {...params} label="Company" />}
-          />
+        <Box sx={{ display: "flex", flexDirection: "column", gap: 2, mt: 1 }}>
+          <Paper variant="outlined" sx={{ p: 2 }}>
+            <Typography variant="overline" sx={{ color: "text.secondary" }}>Application details</Typography>
+            <Box sx={{ display: "grid", gridTemplateColumns: "1fr 1fr", gap: 2, mt: 1 }}>
+              <Autocomplete
+                options={companies}
+                getOptionLabel={(c) => c.name}
+                value={company}
+                onChange={(_, v) => setCompany(v)}
+                renderInput={(params) => <TextField {...params} label="Company" />}
+              />
+              <TextField label="Job title" value={jobTitle} onChange={(e) => setJobTitle(e.target.value)} />
+              <TextField
+                label="Applied on"
+                type="date"
+                value={dateApplied}
+                onChange={(e) => setDateApplied(e.target.value)}
+                InputLabelProps={{ shrink: true }}
+              />
+              <TextField label="Job URL" value={jobUrl} onChange={(e) => setJobUrl(e.target.value)} />
+            </Box>
+          </Paper>
 
-          <TextField select label="Status" value={status} onChange={(e) => setStatus(e.target.value)}>
-            {STATUS_OPTIONS.map((s) => (
-              <MenuItem key={s} value={s}>
-                {s}
-              </MenuItem>
-            ))}
-          </TextField>
+          <Paper variant="outlined" sx={{ p: 2 }}>
+            <Typography variant="overline" sx={{ color: "text.secondary" }}>Status update</Typography>
+            <Box sx={{ display: "grid", gridTemplateColumns: "1fr 1fr 1fr", gap: 2, mt: 1 }}>
+              <TextField select label="Current status" value={status} onChange={(e) => setStatus(e.target.value)}>
+                {STATUS_OPTIONS.map((s) => (
+                  <MenuItem key={s} value={s}>{s}</MenuItem>
+                ))}
+              </TextField>
+              <TextField
+                label="Status changed on"
+                type="date"
+                value={statusChangedAt}
+                onChange={(e) => setStatusChangedAt(e.target.value)}
+                InputLabelProps={{ shrink: true }}
+                helperText={status === initialStatus ? "Only used when you change the status." : "This date will be recorded in the timeline."}
+              />
+              <Box sx={{ display: "flex", alignItems: "center" }}>
+                <FormControlLabel
+                  control={<Checkbox checked={responseReceived} onChange={(e) => setResponseReceived(e.target.checked)} />}
+                  label="Reply received"
+                />
+              </Box>
+              <TextField
+                label="Reply received on"
+                type="date"
+                disabled={!responseReceived}
+                value={responseDate}
+                onChange={(e) => setResponseDate(e.target.value)}
+                InputLabelProps={{ shrink: true }}
+              />
+              <TextField label="Next action" value={nextAction} onChange={(e) => setNextAction(e.target.value)} />
+              <TextField
+                label="Follow up on"
+                type="date"
+                value={followUpAt}
+                onChange={(e) => setFollowUpAt(e.target.value)}
+                InputLabelProps={{ shrink: true }}
+              />
+            </Box>
+          </Paper>
 
-          <TextField label="Job Title" value={jobTitle} onChange={(e) => setJobTitle(e.target.value)} />
+          <Paper variant="outlined" sx={{ p: 2 }}>
+            <Typography variant="overline" sx={{ color: "text.secondary" }}>Role details</Typography>
+            <Box sx={{ display: "grid", gridTemplateColumns: "1fr 1fr", gap: 2, mt: 1 }}>
+              <TextField label="Location" value={location} onChange={(e) => setLocation(e.target.value)} />
+              <TextField label="Salary" value={salary} onChange={(e) => setSalary(e.target.value)} />
+              <TextField
+                label="Deadline"
+                type="date"
+                value={deadline}
+                onChange={(e) => setDeadline(e.target.value)}
+                InputLabelProps={{ shrink: true }}
+              />
+              <TextField label="Description language" value={descriptionLanguage} onChange={(e) => setDescriptionLanguage(e.target.value)} />
+              <Box sx={{ gridColumn: "1 / -1" }}>
+                <TagsInput value={tags} onChange={setTags} />
+              </Box>
+              <TextField label="Notes" value={notes} onChange={(e) => setNotes(e.target.value)} multiline rows={4} sx={{ gridColumn: "1 / -1" }} />
+              <TextField label="Description (original)" value={description} onChange={(e) => setDescription(e.target.value)} multiline rows={6} sx={{ gridColumn: "1 / -1" }} />
+              <TextField label="Translated description" value={translatedDescription} onChange={(e) => setTranslatedDescription(e.target.value)} multiline rows={6} sx={{ gridColumn: "1 / -1" }} />
+              <TextField label="Cover letter" value={coverLetterText} onChange={(e) => setCoverLetterText(e.target.value)} multiline rows={6} sx={{ gridColumn: "1 / -1" }} />
+            </Box>
+          </Paper>
 
-          <TextField
-            label="Date Applied"
-            type="date"
-            value={dateApplied}
-            onChange={(e) => setDateApplied(e.target.value)}
-            InputLabelProps={{ shrink: true }}
-          />
-
-          <TextField label="Location" value={location} onChange={(e) => setLocation(e.target.value)} />
-
-          <TextField label="Salary" value={salary} onChange={(e) => setSalary(e.target.value)} />
-
-          <TextField label="Next Action" value={nextAction} onChange={(e) => setNextAction(e.target.value)} />
-
-          <TextField
-            label="Follow Up"
-            type="date"
-            value={followUpAt}
-            onChange={(e) => setFollowUpAt(e.target.value)}
-            InputLabelProps={{ shrink: true }}
-          />
-
-          <TextField
-            label="Job URL"
-            value={jobUrl}
-            onChange={(e) => setJobUrl(e.target.value)}
-            sx={{ gridColumn: "1 / -1" }}
-          />
-
-          <TextField
-            label="Notes"
-            value={notes}
-            onChange={(e) => setNotes(e.target.value)}
-            multiline
-            rows={4}
-            sx={{ gridColumn: "1 / -1" }}
-          />
-
-          <TextField
-            label="Description (Original)"
-            value={description}
-            onChange={(e) => setDescription(e.target.value)}
-            multiline
-            rows={6}
-            sx={{ gridColumn: "1 / -1" }}
-          />
-
-          <TextField
-            label="Translated Description"
-            value={translatedDescription}
-            onChange={(e) => setTranslatedDescription(e.target.value)}
-            multiline
-            rows={6}
-            sx={{ gridColumn: "1 / -1" }}
-          />
-
-          <TextField
-            label="Description Language"
-            value={descriptionLanguage}
-            onChange={(e) => setDescriptionLanguage(e.target.value)}
-          />
-
-          <TextField
-            label="Deadline"
-            type="date"
-            value={deadline}
-            onChange={(e) => setDeadline(e.target.value)}
-            InputLabelProps={{ shrink: true }}
-          />
-
-          <Box sx={{ gridColumn: "1 / -1" }}>
-            <TagsInput value={tags} onChange={setTags} />
-          </Box>
-
-          <TextField
-            label="Cover Letter"
-            value={coverLetterText}
-            onChange={(e) => setCoverLetterText(e.target.value)}
-            multiline
-            rows={6}
-            sx={{ gridColumn: "1 / -1" }}
-          />
-
-          <FormControlLabel
-            control={<Checkbox checked={responseReceived} onChange={(e) => setResponseReceived(e.target.checked)} />}
-            label="Response received"
-          />
-
-          <TextField
-            label="Response Date"
-            type="date"
-            disabled={!responseReceived}
-            value={responseDate}
-            onChange={(e) => setResponseDate(e.target.value)}
-            InputLabelProps={{ shrink: true }}
-          />
-
-          <Box sx={{ gridColumn: "1 / -1", display: "flex", gap: 2, flexWrap: "wrap" }}>
-            <FormControlLabel
-              control={<Checkbox checked={hasResume} onChange={(e) => setHasResume(e.target.checked)} />}
-              label="Resume"
-            />
-            <FormControlLabel
-              control={<Checkbox checked={hasCoverLetter} onChange={(e) => setHasCoverLetter(e.target.checked)} />}
-              label="Cover letter"
-            />
-            <FormControlLabel
-              control={<Checkbox checked={hasPortfolio} onChange={(e) => setHasPortfolio(e.target.checked)} />}
-              label="Portfolio"
-            />
-            <FormControlLabel
-              control={<Checkbox checked={hasOtherAttachment} onChange={(e) => setHasOtherAttachment(e.target.checked)} />}
-              label="Other attachment"
-            />
-          </Box>
+          <Paper variant="outlined" sx={{ p: 2 }}>
+            <Typography variant="overline" sx={{ color: "text.secondary" }}>Attachments checklist</Typography>
+            <Box sx={{ display: "flex", gap: 2, flexWrap: "wrap", mt: 1 }}>
+              <FormControlLabel control={<Checkbox checked={hasResume} onChange={(e) => setHasResume(e.target.checked)} />} label="Resume" />
+              <FormControlLabel control={<Checkbox checked={hasCoverLetter} onChange={(e) => setHasCoverLetter(e.target.checked)} />} label="Cover letter" />
+              <FormControlLabel control={<Checkbox checked={hasPortfolio} onChange={(e) => setHasPortfolio(e.target.checked)} />} label="Portfolio" />
+              <FormControlLabel control={<Checkbox checked={hasOtherAttachment} onChange={(e) => setHasOtherAttachment(e.target.checked)} />} label="Other attachment" />
+            </Box>
+          </Paper>
         </Box>
       </DialogContent>
       <DialogActions>
         <Button onClick={onClose}>Cancel</Button>
-        <Button variant="contained" onClick={save} disabled={!canSave}>
-          Save
-        </Button>
+        <Button variant="contained" onClick={save} disabled={!canSave}>Save</Button>
       </DialogActions>
     </Dialog>
   );

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