diff --git a/mcp-server/src/legal_mcp/services/block_writer.py b/mcp-server/src/legal_mcp/services/block_writer.py
index fd8c8d0..1faf203 100644
--- a/mcp-server/src/legal_mcp/services/block_writer.py
+++ b/mcp-server/src/legal_mcp/services/block_writer.py
@@ -913,6 +913,8 @@ async def _build_style_context(practice_area: str = "") -> str:
             ("golden_ratios", "יחסי-זהב (אחוזי-סעיפים)"),
             ("discussion_rules", "כללי-דיון"),
             ("content_checklists", "צ׳קליסטים"),
+            ("transition_phrases", "ביטויי-מעבר"),
+            ("anti_patterns", "אנטי-דפוסים (להימנע)"),
         ):
             ov = await db.get_methodology_overrides(cat)
             if ov:
diff --git a/web-ui/src/app/methodology/page.tsx b/web-ui/src/app/methodology/page.tsx
index 62767b0..1374051 100644
--- a/web-ui/src/app/methodology/page.tsx
+++ b/web-ui/src/app/methodology/page.tsx
@@ -6,6 +6,7 @@ import { Tabs, TabsContent, TabsList, TabsTrigger } from "@/components/ui/tabs";
 import { GoldenRatiosPanel } from "@/components/methodology/golden-ratios-panel";
 import { DiscussionRulesPanel } from "@/components/methodology/discussion-rules-panel";
 import { ContentChecklistsPanel } from "@/components/methodology/content-checklists-panel";
+import { GenericMethodologyPanel } from "@/components/methodology/generic-methodology-panel";
 
 export default function MethodologyPage() {
   return (
@@ -25,6 +26,8 @@ export default function MethodologyPage() {
                 <TabsTrigger value="ratios">יחסי זהב</TabsTrigger>
                 <TabsTrigger value="rules">כללי דיון</TabsTrigger>
                 <TabsTrigger value="checklists">צ׳קליסטים</TabsTrigger>
+                <TabsTrigger value="transitions">ביטויי מעבר</TabsTrigger>
+                <TabsTrigger value="antipatterns">אנטי-דפוסים</TabsTrigger>
               </TabsList>
 
               <TabsContent value="ratios" className="mt-5">
@@ -38,6 +41,20 @@ export default function MethodologyPage() {
               <TabsContent value="checklists" className="mt-5">
                 <ContentChecklistsPanel />
               </TabsContent>
+
+              <TabsContent value="transitions" className="mt-5">
+                <GenericMethodologyPanel
+                  category="transition_phrases"
+                  hint="ביטויי-מעבר של דפנה, מקובצים לפי תוצאה. עריכה כאן זורמת לכותב (T15). ערך = רשימת מחרוזות JSON."
+                />
+              </TabsContent>
+
+              <TabsContent value="antipatterns" className="mt-5">
+                <GenericMethodologyPanel
+                  category="anti_patterns"
+                  hint="דפוסים שדפנה נמנעת מהם — נמדדים ע״י מדד מרחק-הסגנון (T7) ומוזרקים לכותב. ערך = {regex, note}."
+                />
+              </TabsContent>
             </Tabs>
           </CardContent>
         </Card>
diff --git a/web-ui/src/components/methodology/generic-methodology-panel.tsx b/web-ui/src/components/methodology/generic-methodology-panel.tsx
new file mode 100644
index 0000000..bc7f167
--- /dev/null
+++ b/web-ui/src/components/methodology/generic-methodology-panel.tsx
@@ -0,0 +1,103 @@
+"use client";
+
+import { useState } from "react";
+import { Loader2, Save, RotateCcw } from "lucide-react";
+import { toast } from "sonner";
+import { Button } from "@/components/ui/button";
+import { Badge } from "@/components/ui/badge";
+import { Textarea } from "@/components/ui/textarea";
+import {
+  useMethodology,
+  useUpdateMethodology,
+  useResetMethodology,
+} from "@/lib/api/methodology";
+
+/**
+ * Generic key→JSON editor for methodology categories whose value shape is
+ * arbitrary (T12: transition_phrases, anti_patterns). Each key is editable as
+ * formatted JSON; Save validates + upserts an override, Reset restores default.
+ * These edits flow to the writer via the accumulated-learning channel (T15).
+ */
+function Row({ category, k, value, isOverride }: {
+  category: string; k: string; value: unknown; isOverride: boolean;
+}) {
+  const [draft, setDraft] = useState(JSON.stringify(value, null, 2));
+  const [err, setErr] = useState<string | null>(null);
+  const update = useUpdateMethodology(category);
+  const reset = useResetMethodology(category);
+
+  const dirty = draft !== JSON.stringify(value, null, 2);
+
+  const onSave = () => {
+    let parsed: unknown;
+    try {
+      parsed = JSON.parse(draft);
+    } catch {
+      setErr("JSON לא תקין");
+      return;
+    }
+    setErr(null);
+    update.mutate({ key: k, value: parsed }, {
+      onSuccess: () => toast.success(`${k} נשמר`),
+      onError: (e) => toast.error(e instanceof Error ? e.message : "שגיאה"),
+    });
+  };
+
+  const onReset = () => {
+    reset.mutate(k, {
+      onSuccess: () => { toast.success(`${k} אופס לברירת-מחדל`); setDraft(""); },
+      onError: (e) => toast.error(e instanceof Error ? e.message : "שגיאה"),
+    });
+  };
+
+  return (
+    <div className="rounded-lg border border-rule bg-surface p-3 space-y-2">
+      <div className="flex items-center justify-between gap-2">
+        <span className="font-mono text-sm text-navy">{k}</span>
+        <Badge variant={isOverride ? "default" : "secondary"} className="text-[0.65rem]">
+          {isOverride ? "מותאם" : "ברירת-מחדל"}
+        </Badge>
+      </div>
+      <Textarea
+        value={draft} rows={Math.min(12, draft.split("\n").length + 1)} dir="ltr"
+        onChange={(e) => setDraft(e.target.value)}
+        className="font-mono text-[0.78rem] leading-snug"
+      />
+      {err && <p className="text-danger text-[0.72rem]">{err}</p>}
+      <div className="flex items-center gap-2 justify-end">
+        {isOverride && (
+          <Button size="sm" variant="ghost" disabled={reset.isPending}
+            onClick={onReset} className="text-ink-muted">
+            <RotateCcw className="w-3.5 h-3.5 me-1" /> איפוס
+          </Button>
+        )}
+        <Button size="sm" disabled={!dirty || update.isPending} onClick={onSave}
+          className="bg-navy text-parchment hover:bg-navy-soft">
+          {update.isPending ? <Loader2 className="w-3.5 h-3.5 animate-spin me-1" />
+            : <Save className="w-3.5 h-3.5 me-1" />}
+          שמור
+        </Button>
+      </div>
+    </div>
+  );
+}
+
+export function GenericMethodologyPanel({ category, hint }: { category: string; hint?: string }) {
+  const { data, isPending, error } = useMethodology(category);
+
+  if (error) return <p className="text-danger text-sm">שגיאה בטעינה.</p>;
+  if (isPending) return <Loader2 className="w-5 h-5 animate-spin text-ink-muted" />;
+
+  const items = data?.items ?? {};
+  return (
+    <div className="space-y-3">
+      {hint && <p className="text-[0.8rem] text-ink-muted">{hint}</p>}
+      {Object.entries(items).map(([k, item]) => (
+        <Row key={k} category={category} k={k} value={item.value} isOverride={item.is_override} />
+      ))}
+      {Object.keys(items).length === 0 && (
+        <p className="text-ink-muted text-sm">אין פריטים.</p>
+      )}
+    </div>
+  );
+}
diff --git a/web/app.py b/web/app.py
index bdfe4a4..9e60690 100644
--- a/web/app.py
+++ b/web/app.py
@@ -3995,12 +3995,27 @@ from legal_mcp.services.lessons import (
     GOLDEN_RATIOS,
     DISCUSSION_RULES,
     CONTENT_CHECKLISTS,
+    ANTI_PATTERNS,
+    TRANSITION_PHRASES,
 )
 
+
+def _transition_phrases_by_bucket() -> dict[str, list[str]]:
+    """Group TRANSITION_PHRASES into editable buckets by outcome (None→universal)."""
+    out: dict[str, list[str]] = {}
+    for p in TRANSITION_PHRASES:
+        bucket = p.get("outcome") or "universal"
+        out.setdefault(bucket, []).append(p["phrase"])
+    return out
+
+
 _METHODOLOGY_DEFAULTS: dict[str, dict] = {
     "golden_ratios": {k: {s: list(v) for s, v in sec.items()} for k, sec in GOLDEN_RATIOS.items()},
     "discussion_rules": dict(DISCUSSION_RULES),
     "content_checklists": dict(CONTENT_CHECKLISTS),
+    # T12 — editable abstract-profile categories the writer (T15) + metric (T7) consume.
+    "transition_phrases": _transition_phrases_by_bucket(),
+    "anti_patterns": {ap["name"]: {"regex": ap["regex"], "note": ap["note"]} for ap in ANTI_PATTERNS},
 }
 
 _VALID_CATEGORIES = set(_METHODOLOGY_DEFAULTS.keys())