B: stage 2 data analysis (repair taxonomy, teacher vs Qwen behaviors, duplicates, empty_response); empty_response fix (cap 24000, retry temperature, stream guard)

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>

harness/dashboard.py

@@ -302,6 +302,22 @@ def local_card():
     return hdr + tbl
 
 
+def work_card():
+    """Progress of the no-cloud work packages (runs/dashboard/work.json, updated by Claude after each item)."""
+    path = os.path.join(OUT_DIR, "work.json")
+    if not os.path.exists(path):
+        return ""
+    try:
+        w = json.load(open(path))
+    except ValueError:
+        return ""
+    cls = {"done": "ok", "in progress": "wa", "waiting": "gr", "parked": "gr", "blocked": "er"}
+    rows = "".join("<tr><td><b>%s</b></td><td>%s</td><td><span class='chip %s'>%s</span></td><td>%s</td></tr>" % (
+        E(i["id"]), E(i["text"]), cls.get(i["status"], "gr"), E(i["status"]), E(i.get("note", ""))) for i in w.get("items", []))
+    return ("<div class=card style='grid-column:1/-1'><h2>%s</h2><div class=b><table><tr><th>item</th><th>work</th><th>status</th><th>result</th></tr>%s</table></div>"
+            "<div class=note>updated %s</div></div>" % (E(w.get("title", "")), rows, time.strftime("%H:%M", time.localtime(w.get("updated", 0)))))
+
+
 def mix_table(rows, evs):
     kt = mix.accepted_task_counts()
     kr = {}
@@ -437,7 +453,7 @@ def render(d):
             % ("ok" if d["a4h"] else "er", "up" if d["a4h"] else "down", "ok" if d["mcp"] else "er", "up" if d["mcp"] else "down", scls, status,
                E("\n".join(d["procs"]))))
     logc = "<div class=card><h2>Pipeline log</h2><div class=b><div class='log mono'>%s</div></div></div>" % E("\n".join(d["log_tail"]))
-    body = (banner + "<div class=tiles>" + tiles + "</div><div class=grid>" + local_card() + budget + prog + stops + sysc
+    body = (banner + "<div class=tiles>" + tiles + "</div><div class=grid>" + work_card() + local_card() + budget + prog + stops + sysc
             + mix_table(rows, evs) + agg_table("Trajectories by category", evs, rows, "category") + agg_table("Trajectories by object type", evs, rows, "object_type")
             + gen_table(logs, "category", "Task generation by category") + gen_table(logs, "object_type", "Task generation by object type")
             + tok + recent + logc + "</div>")