Ship Assistent 0.15.11: collaborative params, richer UI, and strict image critique.

Adds session_exact pinning, sampler/scheduler chips, expanded param tags with non-default highlighting, QLoRA HF presets, LoRA strength editing, SQLite bootstrap for training memory, last-job UI, and harsher critique_image QC so result review leads with defects instead of praise.

Co-authored-by: Cursor <cursoragent@cursor.com>

AssistentTraining.cs

@@ -420,6 +420,7 @@ public partial class SwarmAssistentExtension
     {
         await Task.CompletedTask;
         JObject job = string.IsNullOrWhiteSpace(id) ? Memory.GetActiveTrainJob() : Memory.GetTrainJob(id);
+        JObject lastJob = Memory.GetLastTrainJob();
         if (job is not null && TrainingJobManager.IsRunning && string.Equals(job["id"]?.ToString(), TrainingJobManager.CurrentJobId, StringComparison.OrdinalIgnoreCase))
         {
             JObject live = TrainingJobManager.GetProgress();
@@ -430,6 +431,7 @@ public partial class SwarmAssistentExtension
         {
             ["success"] = true,
             ["job"] = job,
+            ["last_job"] = lastJob,
             ["training_active"] = TrainingJobManager.IsRunning,
             ["progress"] = TrainingJobManager.IsRunning ? TrainingJobManager.GetProgress() : null,
         };