diff --git a/skills/supabase/references/db-conn-pooling.md b/skills/supabase/references/db-conn-pooling.md
index 9e5521b..a1c2963 100644
--- a/skills/supabase/references/db-conn-pooling.md
+++ b/skills/supabase/references/db-conn-pooling.md
@@ -39,7 +39,9 @@ const prisma = new PrismaClient({
 
 ## Session Mode (Port 5432)
 
-Best for: Long-running servers, apps needing prepared statements.
+Alternative to direct connection when IPv4 is required. Supports prepared
+statements, SET commands, and LISTEN/NOTIFY. Recommended for migrations
+when direct connection is unavailable.
 
 ```bash
 ## Session mode (via pooler for IPv4)
@@ -48,11 +50,21 @@ postgres://postgres.[ref]:[password]@aws-0-[region].pooler.supabase.com:5432/pos
 
 ## Direct Connection (Port 5432)
 
-Best for: Migrations, admin tasks, persistent servers.
+Best for: Admin tasks, persistent servers.
 
 ```bash
 ## Direct connection (IPv6 only unless IPv4 add-on enabled)
-postgres://postgres.[ref]:[password]@db.[ref].supabase.co:5432/postgres
+postgres://postgres:[password]@db.[ref].supabase.co:5432/postgres
+```
+
+## Dedicated Pooler (PgBouncer)
+
+For paying customers. Co-located with Postgres for best latency. Transaction
+mode only. Requires IPv6 or IPv4 add-on.
+
+```bash
+## Dedicated pooler (port 6543)
+postgres://postgres.[ref]:[password]@db.[ref].supabase.co:6543/postgres
 ```
 
 ## Common Mistakes
diff --git a/skills/supabase/references/db-migrations-diff.md b/skills/supabase/references/db-migrations-diff.md
index 8d540c7..82b06d1 100644
--- a/skills/supabase/references/db-migrations-diff.md
+++ b/skills/supabase/references/db-migrations-diff.md
@@ -77,16 +77,18 @@ npx supabase db diff --linked -f sync_remote_changes
 - Indexes
 - Constraints
 - Functions and triggers
-- RLS policies
+- RLS policies (new policies only; `alter policy` may not diff correctly)
 - Extensions
 
 ## What diff Does NOT Capture
 
+- Publications
+- Storage buckets
+- Views with `security_invoker` attributes
 - DML (INSERT, UPDATE, DELETE)
-- View ownership changes
-- Materialized views
-- Partitions
-- Comments
+
+**Caveat:** `alter policy` changes may not be captured correctly. Use versioned
+migrations for RLS policy modifications.
 
 For these, write manual migrations.
 
diff --git a/skills/supabase/references/db-migrations-idempotent.md b/skills/supabase/references/db-migrations-idempotent.md
index dcd0970..5c7b294 100644
--- a/skills/supabase/references/db-migrations-idempotent.md
+++ b/skills/supabase/references/db-migrations-idempotent.md
@@ -38,15 +38,7 @@ create index if not exists idx_users_email on users(email);
 
 ```sql
 -- Add column only if it doesn't exist
-do $$
-begin
-  if not exists (
-    select 1 from information_schema.columns
-    where table_name = 'users' and column_name = 'phone'
-  ) then
-    alter table users add column phone text;
-  end if;
-end $$;
+alter table users add column if not exists phone text;
 ```
 
 ## Idempotent Drops
diff --git a/skills/supabase/references/db-migrations-testing.md b/skills/supabase/references/db-migrations-testing.md
index 25f9fe8..7c8908c 100644
--- a/skills/supabase/references/db-migrations-testing.md
+++ b/skills/supabase/references/db-migrations-testing.md
@@ -72,18 +72,21 @@ on conflict (id) do nothing;
 # Apply all pending migrations
 npx supabase migration up
 
-# Check migration status
+# Check migration status (requires supabase link for remote)
 npx supabase migration list
 ```
 
 ## Repair Failed Migration
 
-If a migration partially fails:
+If local and remote migration histories diverge, use `migration repair` to
+manually update the remote history table without re-executing migrations:
 
 ```bash
-# Fix the migration file
-# Then repair the migration history
+# Mark a migration as applied (inserts record without running it)
 npx supabase migration repair --status applied 20240315120000
+
+# Mark a migration as reverted (removes record from history)
+npx supabase migration repair --status reverted 20240315120000
 ```
 
 ## Inspect Database State
diff --git a/skills/supabase/references/db-perf-indexes.md b/skills/supabase/references/db-perf-indexes.md
index 6cb750c..8cda7c7 100644
--- a/skills/supabase/references/db-perf-indexes.md
+++ b/skills/supabase/references/db-perf-indexes.md
@@ -33,7 +33,9 @@ create index idx_logs_created on logs using brin(created_at);
 create index idx_events_id on events using brin(id);
 ```
 
-**When to use:** Tables with millions of rows where data is inserted in order.
+**When to use:** Tables with millions of rows where data is inserted in order and
+updated infrequently. Ideal for `created_at` on append-only tables like orders
+or logs. Routinely 10x+ smaller than equivalent B-tree indexes.
 
 ## GIN (Generalized Inverted Index)
 
diff --git a/skills/supabase/references/db-perf-query-optimization.md b/skills/supabase/references/db-perf-query-optimization.md
index ce7b2e0..155a23e 100644
--- a/skills/supabase/references/db-perf-query-optimization.md
+++ b/skills/supabase/references/db-perf-query-optimization.md
@@ -125,21 +125,35 @@ const { count } = await supabase
 
 ## Debug Query Performance
 
+`explain()` is disabled by default to protect sensitive database information.
+Enable it first:
+
+```sql
+alter role authenticator set pgrst.db_plan_enabled to 'true';
+notify pgrst, 'reload config';
+```
+
+Then use it in queries:
+
 ```javascript
-// Get query execution plan
+// Get query execution plan (text format by default)
 const { data } = await supabase
   .from("posts")
   .select("*")
   .eq("author_id", userId)
   .explain({ analyze: true, verbose: true });
 
-console.log(data); // Shows execution plan
+// JSON format
+const { data: jsonPlan } = await supabase
+  .from("posts")
+  .select("*")
+  .explain({ analyze: true, format: "json" });
 ```
 
-Enable explain in database:
+Disable after use:
 
 ```sql
-alter role authenticator set pgrst.db_plan_enabled to true;
+alter role authenticator set pgrst.db_plan_enabled to 'false';
 notify pgrst, 'reload config';
 ```
 
diff --git a/skills/supabase/references/db-rls-mandatory.md b/skills/supabase/references/db-rls-mandatory.md
index 1308837..91fd489 100644
--- a/skills/supabase/references/db-rls-mandatory.md
+++ b/skills/supabase/references/db-rls-mandatory.md
@@ -37,13 +37,16 @@ alter table profiles enable row level security;
 create policy "Users can view own profile"
   on profiles for select
   to authenticated
-  using (auth.uid() = user_id);
+  using ((select auth.uid()) = user_id);
 ```
 
 Tables created via Dashboard have RLS enabled by default. Tables created via SQL
 require manual enablement. Supabase sends daily warnings for tables without RLS.
 
-**Note:** Service role key bypasses ALL RLS policies. Never expose it to browsers.
+**Note:** Service role key bypasses RLS policies only when no user is signed in.
+If a user is authenticated, Supabase adheres to that user's RLS policies even
+when the client is initialized with the service role key. Never expose the
+service role key to browsers.
 
 ## Related
 
diff --git a/skills/supabase/references/db-rls-performance.md b/skills/supabase/references/db-rls-performance.md
index c559e53..23cb835 100644
--- a/skills/supabase/references/db-rls-performance.md
+++ b/skills/supabase/references/db-rls-performance.md
@@ -90,12 +90,15 @@ using (
 -- Function in private schema
 create function private.user_team_ids()
 returns setof uuid
-language sql
+language plpgsql
 security definer
 stable
+set search_path = ''
 as $$
-  select team_id from team_members
-  where user_id = (select auth.uid())
+begin
+  return query select team_id from public.team_members
+  where user_id = (select auth.uid());
+end;
 $$;
 
 -- Policy uses cached function result
diff --git a/skills/supabase/references/db-rls-views.md b/skills/supabase/references/db-rls-views.md
index 7aa5d7e..3b5d309 100644
--- a/skills/supabase/references/db-rls-views.md
+++ b/skills/supabase/references/db-rls-views.md
@@ -30,14 +30,16 @@ as
   from profiles;
 ```
 
-**Correct (Older Postgres):**
+**Correct (Pre-Postgres 15):**
+
+`security_invoker` is not available before PG15. Use one of these alternatives:
 
 ```sql
--- Option 1: Revoke direct access, create RLS on view
-revoke all on public_profiles from anon, authenticated;
+-- Option 1: Create a public table synced via trigger instead of a view
+-- This avoids the security definer bypass entirely
 
 -- Option 2: Create view in unexposed schema
-create schema private;
+create schema if not exists private;
 create view private.profiles_view as
   select * from profiles;
 ```
diff --git a/skills/supabase/references/db-schema-auth-fk.md b/skills/supabase/references/db-schema-auth-fk.md
index cb0609a..3241f8f 100644
--- a/skills/supabase/references/db-schema-auth-fk.md
+++ b/skills/supabase/references/db-schema-auth-fk.md
@@ -30,6 +30,14 @@ create table profiles (
   username text,
   avatar_url text
 );
+
+-- Enable RLS on profiles
+alter table profiles enable row level security;
+
+create policy "Users can view own profile"
+  on profiles for select
+  to authenticated
+  using ((select auth.uid()) = id);
 ```
 
 ## Alternative: SET NULL for Optional Relationships
@@ -72,7 +80,7 @@ create trigger on_auth_user_created
 ```
 
 **Important:** Use `security definer` and `set search_path = ''` for triggers on
-auth.users.
+auth.users. If the trigger fails, it will block signups — test thoroughly.
 
 ## Related
 
diff --git a/skills/supabase/references/db-schema-extensions.md b/skills/supabase/references/db-schema-extensions.md
index 6a8e31a..76606ad 100644
--- a/skills/supabase/references/db-schema-extensions.md
+++ b/skills/supabase/references/db-schema-extensions.md
@@ -39,8 +39,8 @@ create extension if not exists vector with schema extensions;
 -- Scheduled jobs (pg_cron requires pg_catalog, not extensions)
 create extension if not exists pg_cron with schema pg_catalog;
 
--- HTTP requests from database
-create extension if not exists pg_net with schema extensions;
+-- HTTP requests from database (pg_net creates its own 'net' schema)
+create extension if not exists pg_net;
 
 -- Full-text search improvements
 create extension if not exists pg_trgm with schema extensions;
@@ -65,14 +65,19 @@ select * from pg_extension;
 ## Using Extensions
 
 ```sql
--- pgvector example
+-- pgvector example (use extensions. prefix for type)
 create table documents (
   id bigint primary key generated always as identity,
   content text,
-  embedding vector(1536)  -- OpenAI ada-002 dimensions
+  embedding extensions.vector(1536)  -- OpenAI ada-002 dimensions
 );
 
-create index on documents using ivfflat (embedding vector_cosine_ops);
+-- HNSW is recommended over IVFFlat for most use cases
+create index on documents using hnsw (embedding extensions.vector_cosine_ops);
+
+-- If using IVFFlat, lists parameter is required
+create index on documents using ivfflat (embedding extensions.vector_cosine_ops)
+  with (lists = 100);
 ```
 
 ## Related
diff --git a/skills/supabase/references/db-schema-jsonb.md b/skills/supabase/references/db-schema-jsonb.md
index 1a36b6f..957c2e9 100644
--- a/skills/supabase/references/db-schema-jsonb.md
+++ b/skills/supabase/references/db-schema-jsonb.md
@@ -87,6 +87,18 @@ const { data } = await supabase
   .from("users")
   .select("email, preferences->theme")
   .eq("preferences->>notifications", "true");
+
+// containment queries
+const { data: darkUsers } = await supabase
+  .from("users")
+  .select("*")
+  .contains("preferences", { theme: "dark" });
+
+// contained-by query
+const { data: subset } = await supabase
+  .from("users")
+  .select("*")
+  .containedBy("preferences", { theme: "dark", notifications: true });
 ```
 
 ## Related
diff --git a/skills/supabase/references/db-schema-realtime.md b/skills/supabase/references/db-schema-realtime.md
index db4a9fb..b58a43a 100644
--- a/skills/supabase/references/db-schema-realtime.md
+++ b/skills/supabase/references/db-schema-realtime.md
@@ -43,7 +43,7 @@ alter publication supabase_realtime add table messages;
 
 **Via Dashboard:**
 
-Database > Publications > supabase_realtime > Add table
+Stop and ask the user to navigate to the Supabase Dashboard and add the table under Database > Publications > supabase_realtime.
 
 ## Realtime with RLS
 
@@ -73,7 +73,9 @@ const channel = supabase
 
 - Add indexes on columns used in Realtime filters
 - Keep RLS policies simple for subscribed tables
-- Monitor "Realtime Private Channel RLS Execution Time" in Dashboard
+- Stop and ask the user to monitor "Realtime Private Channel RLS Execution Time" in the Supabase Dashboard
+- Prefer Broadcast over Postgres Changes for scalability — Postgres Changes
+  has limitations at scale due to single-thread processing
 
 ## Replica Identity
 
@@ -85,6 +87,10 @@ all columns:
 alter table messages replica identity full;
 ```
 
+**Caveat:** RLS policies are not applied to DELETE events — there is no way for
+Postgres to verify user access to a deleted record. With `replica identity full`,
+DELETE events only include primary key columns in the `old` record.
+
 ## Related
 
 - [rls-mandatory.md](rls-mandatory.md)
diff --git a/skills/supabase/references/db-schema-timestamps.md b/skills/supabase/references/db-schema-timestamps.md
index 2e65834..a9257c6 100644
--- a/skills/supabase/references/db-schema-timestamps.md
+++ b/skills/supabase/references/db-schema-timestamps.md
@@ -39,8 +39,15 @@ create table events (
 - Stores time in UTC internally
 - Converts to/from session timezone automatically
 - `now()` returns current time in session timezone, stored as UTC
+- Supabase databases are set to UTC by default — keep it that way
 
 ```sql
+-- Check current timezone
+show timezone;
+
+-- Change database timezone (not recommended)
+alter database postgres set timezone to 'America/New_York';
+
 -- Insert with timezone
 insert into events (name, starts_at)
 values ('Launch', '2024-03-15 10:00:00-05');  -- EST
diff --git a/skills/supabase/references/db-security-functions.md b/skills/supabase/references/db-security-functions.md
index cd1f4fe..f86d9ef 100644
--- a/skills/supabase/references/db-security-functions.md
+++ b/skills/supabase/references/db-security-functions.md
@@ -67,7 +67,9 @@ begin
     raise exception 'Unauthorized';
   end if;
 
-  delete from auth.users where id = target_user_id;
+  -- Use the Supabase Admin API to delete users instead of direct table access
+  -- Direct DML on auth.users is unsupported and may break auth internals
+  delete from public.profiles where id = target_user_id;
 end;
 $$;
 ```
@@ -87,6 +89,10 @@ as $$
   where user_id = (select auth.uid());
 $$;
 
+-- Revoke default public access, grant only to authenticated
+revoke execute on function private.user_teams from public;
+grant execute on function private.user_teams to authenticated;
+
 -- RLS policy uses cached function result (no per-row join)
 create policy "Team members see team data" on team_data
   for select to authenticated
@@ -95,10 +101,13 @@ create policy "Team members see team data" on team_data
 
 ## Security Best Practices
 
-1. **Always set search_path = ''** - Prevents search_path injection attacks
-2. **Validate caller permissions** - Don't assume caller is authorized
-3. **Keep functions minimal** - Only expose necessary operations
-4. **Log sensitive operations** - Audit trail for admin actions
+1. **Always set search_path = ''** - Prevents search_path injection attacks. Qualify all table references (e.g., `public.my_table`)
+2. **Revoke default execute permissions** - `revoke execute on function my_func from public;` then grant selectively
+3. **Validate caller permissions** - Don't assume caller is authorized
+4. **Keep functions minimal** - Only expose necessary operations
+5. **Log sensitive operations** - Audit trail for admin actions
+6. **Never directly modify `auth.users`** - Use the Supabase Admin API instead
+7. **JWT freshness caveat** - `auth.jwt()` values reflect the JWT at issuance time. Changes to `app_metadata` (e.g., removing a role) are not reflected until the JWT is refreshed
 
 ```sql
 create function private.sensitive_operation()
@@ -109,7 +118,7 @@ set search_path = ''
 as $$
 begin
   -- Log the operation
-  insert into audit_log (user_id, action, timestamp)
+  insert into public.audit_log (user_id, action, timestamp)
   values ((select auth.uid()), 'sensitive_operation', now());
 
   -- Perform operation
diff --git a/skills/supabase/references/db-security-service-role.md b/skills/supabase/references/db-security-service-role.md
index 4152f26..30d7ddc 100644
--- a/skills/supabase/references/db-security-service-role.md
+++ b/skills/supabase/references/db-security-service-role.md
@@ -71,10 +71,16 @@ The publishable and secret keys are replacing the legacy JWT-based keys. Decode
 
 ## If Service Key is Exposed
 
-1. Immediately rotate keys in Dashboard > Settings > API Keys
-2. Review database for unauthorized changes
-3. Check logs for suspicious activity
-4. Update all backend services with new key
+Don't rush. Remediate the root cause first, then:
+
+1. Stop and ask the user to create a new secret API key in the Supabase Dashboard under Settings > API Keys
+2. Replace the compromised key across all backend services
+3. Delete the old key (irreversible)
+4. Review database for unauthorized changes
+5. Check logs for suspicious activity
+
+For legacy JWT `service_role` keys, transition to the new secret key format
+first, then rotate the JWT secret if it was also compromised.
 
 ## Alternative: Security Definer Functions
 
diff --git a/skills/supabase/references/realtime-broadcast-basics.md b/skills/supabase/references/realtime-broadcast-basics.md
index 96d08d6..011826e 100644
--- a/skills/supabase/references/realtime-broadcast-basics.md
+++ b/skills/supabase/references/realtime-broadcast-basics.md
@@ -7,7 +7,9 @@ tags: realtime, broadcast, send, receive, subscribe
 
 ## Send and Receive Broadcast Messages
 
-Broadcast enables low-latency pub/sub messaging between clients. Prefer Broadcast over Postgres Changes for applications that require more concurrent connections.
+Broadcast enables low-latency pub/sub messaging between clients. Prefer Broadcast
+over Postgres Changes for scalability — Postgres Changes triggers per-subscriber
+RLS checks and processes on a single thread.
 
 ## Subscribe to Broadcast Events
 
@@ -42,10 +44,12 @@ channel.send({
 })
 ```
 
-**Before subscribing or one-off (HTTP):**
+**Before subscribing or one-off (HTTP — no subscribe needed):**
 
 ```javascript
-await channel.httpSend('message_created', { text: 'Hello!' })
+supabase
+  .channel('room:123')
+  .httpSend('message_created', { text: 'Hello!' })
 ```
 
 ## Receive Own Messages
@@ -79,7 +83,7 @@ const channel = supabase.channel('room:123', {
   },
 })
 
-// Returns 'ok' when server confirms receipt
+// Server confirms receipt when ack is enabled
 const status = await channel.send({
   type: 'broadcast',
   event: 'message_created',
diff --git a/skills/supabase/references/realtime-broadcast-database.md b/skills/supabase/references/realtime-broadcast-database.md
index 3d4c57d..eadc232 100644
--- a/skills/supabase/references/realtime-broadcast-database.md
+++ b/skills/supabase/references/realtime-broadcast-database.md
@@ -17,6 +17,7 @@ Broadcasts database changes in a standard format.
 create or replace function room_messages_broadcast()
 returns trigger
 security definer
+set search_path = ''
 language plpgsql
 as $$
 begin
@@ -29,7 +30,7 @@ begin
     new,                                                   -- new record
     old                                                    -- old record
   );
-  return coalesce(new, old);
+  return null;  -- AFTER trigger return value is ignored
 end;
 $$;
 
diff --git a/skills/supabase/references/realtime-patterns-cleanup.md b/skills/supabase/references/realtime-patterns-cleanup.md
index 59a3c17..4c4a456 100644
--- a/skills/supabase/references/realtime-patterns-cleanup.md
+++ b/skills/supabase/references/realtime-patterns-cleanup.md
@@ -44,7 +44,7 @@ function ChatRoom({ roomId }) {
 
     return () => {
       if (channelRef.current) {
-        supabase.removeChannel(channelRef.current)
+        channelRef.current.unsubscribe()
         channelRef.current = null
       }
     }
@@ -81,10 +81,11 @@ channel.subscribe()
 |------|-----------------|------------------------|
 | Free | 200 | 100 |
 | Pro | 500 | 100 |
+| Pro (no spend cap) | 10,000 | 100 |
 | Team | 10,000 | 100 |
 
 Leaked channels count against quotas even when inactive.
-For Pay as you go customers you can edit these limits on [Realtime Settings](https://supabase.com/dashboard/project/_/realtime/settings)
+For Pay as you go customers, stop and ask the user to edit these limits in the Supabase Dashboard under Realtime Settings.
 ## Related
 
 - [patterns-errors.md](patterns-errors.md)
diff --git a/skills/supabase/references/realtime-patterns-debugging.md b/skills/supabase/references/realtime-patterns-debugging.md
index 3763ed1..c9fa2ab 100644
--- a/skills/supabase/references/realtime-patterns-debugging.md
+++ b/skills/supabase/references/realtime-patterns-debugging.md
@@ -41,14 +41,12 @@ Log message types:
 
 ## Server-Side Log Level
 
-Configure Realtime server log verbosity via client params:
+Configure Realtime server log verbosity:
 
 ```javascript
 const supabase = createClient(url, key, {
   realtime: {
-    params: {
-      log_level: 'info',  // 'debug' | 'info' | 'warn' | 'error'
-    },
+    logLevel: 'info',  // 'info' | 'warn' | 'error'
   },
 })
 ```
diff --git a/skills/supabase/references/realtime-patterns-errors.md b/skills/supabase/references/realtime-patterns-errors.md
index ba599fb..59ad5ca 100644
--- a/skills/supabase/references/realtime-patterns-errors.md
+++ b/skills/supabase/references/realtime-patterns-errors.md
@@ -45,9 +45,9 @@ channel.subscribe((status, err) => {
 | Error | Cause | Solution |
 |-------|-------|----------|
 | `too_many_connections` | Connection limit exceeded | Clean up unused channels, upgrade plan |
+| `too_many_channels` | Too many channels per connection | Remove unused channels (limit: 100/connection) |
 | `too_many_joins` | Channel join rate exceeded | Reduce join frequency |
-| `ConnectionRateLimitReached` | Max connections reached | Upgrade plan |
-| `DatabaseLackOfConnections` | No available DB connections | Increase compute size |
+| `tenant_events` | Too many messages/second | Reduce message rate or upgrade plan |
 | `TenantNotFound` | Invalid project reference | Verify project URL |
 
 ## Automatic Reconnection
@@ -72,12 +72,30 @@ Log message types include `push`, `receive`, `transport`, `error`, and `worker`.
 
 ## Silent Disconnections in Background
 
-WebSocket connections can disconnect when apps are backgrounded (mobile, inactive tabs). Supabase reconnects automatically. Re-track presence after reconnection if needed:
+WebSocket connections can disconnect when apps are backgrounded (mobile, inactive
+tabs) due to browser throttling of timers. Two solutions:
+
+```javascript
+const supabase = createClient(url, key, {
+  realtime: {
+    // 1. Use Web Worker to prevent browser throttling of heartbeats
+    worker: true,
+    // 2. Detect disconnections and reconnect
+    heartbeatCallback: (client) => {
+      if (client.connectionState() === 'disconnected') {
+        client.connect()
+      }
+    },
+  },
+})
+```
+
+Use both together: `worker` prevents throttling, `heartbeatCallback` handles
+network-level disconnections. Re-track presence after reconnection if needed:
 
 ```javascript
 channel.subscribe((status) => {
   if (status === 'SUBSCRIBED') {
-    // Re-track presence after reconnection
     channel.track({ user_id: userId, online_at: new Date().toISOString() })
   }
 })
@@ -94,4 +112,4 @@ Private channel authorization fails when:
 
 - [patterns-cleanup.md](patterns-cleanup.md)
 - [setup-auth.md](setup-auth.md)
-- [Docs](https://supabase.com/docs/guides/realtime/troubleshooting)
+- [Docs](https://supabase.com/docs/guides/realtime/limits)
diff --git a/skills/supabase/references/realtime-postgres-changes.md b/skills/supabase/references/realtime-postgres-changes.md
index 92e266d..1ff93e7 100644
--- a/skills/supabase/references/realtime-postgres-changes.md
+++ b/skills/supabase/references/realtime-postgres-changes.md
@@ -78,6 +78,9 @@ alter table messages replica identity full;
 alter publication supabase_realtime add table messages;
 ```
 
+**Caveat:** RLS policies are not applied to DELETE events. With `replica identity
+full`, DELETE events still only include primary key columns in the `old` record.
+
 ## Scaling Limitation
 
 Each change triggers RLS checks for every subscriber:
@@ -86,6 +89,10 @@ Each change triggers RLS checks for every subscriber:
 100 subscribers = 100 database reads per change
 ```
 
+Database changes are processed on a single thread to maintain order. Compute
+upgrades do not significantly improve Postgres Changes throughput. If your
+database cannot authorize changes fast enough, changes are delayed until timeout.
+
 For high-traffic tables, migrate to [broadcast-database.md](broadcast-database.md).
 
 ## DELETE Events Not Filterable
diff --git a/skills/supabase/references/realtime-presence-tracking.md b/skills/supabase/references/realtime-presence-tracking.md
index 8c9ec59..06eea4e 100644
--- a/skills/supabase/references/realtime-presence-tracking.md
+++ b/skills/supabase/references/realtime-presence-tracking.md
@@ -12,9 +12,9 @@ Presence synchronizes shared state between users. Use sparingly due to computati
 ## Track Presence
 
 ```javascript
-const channel = supabase.channel('room:123', {
-  config: { private: true },
-})
+// private: true is a channel setting, not presence-specific
+// Add it for production use (see setup-auth.md)
+const channel = supabase.channel('room:123')
 
 channel
   .on('presence', { event: 'sync' }, () => {
@@ -78,8 +78,9 @@ const channel = supabase.channel('room:123', {
 |------|-------------------------|
 | Free | 20 |
 | Pro | 50 |
+| Pro (no spend cap) | 1,000 |
 | Team/Enterprise | 1,000 |
-For Pay as you go customers you can edit these limits on [Realtime Settings](https://supabase.com/dashboard/project/_/realtime/settings)
+For Pay as you go customers, stop and ask the user to edit these limits in the Supabase Dashboard under Realtime Settings.
 ## Related
 
 - [setup-channels.md](setup-channels.md)
diff --git a/skills/supabase/references/realtime-setup-auth.md b/skills/supabase/references/realtime-setup-auth.md
index 7412514..e8d0e74 100644
--- a/skills/supabase/references/realtime-setup-auth.md
+++ b/skills/supabase/references/realtime-setup-auth.md
@@ -11,6 +11,10 @@ Always use private channels in production. Public channels allow any client to s
 
 ## Enable Private Channels
 
+**Prerequisite:** Stop and ask the user to disable "Allow public access" in the
+Supabase Dashboard under Realtime Settings. Without this, channels are public
+even with `private: true`.
+
 **Incorrect:**
 
 ```javascript
@@ -57,11 +61,11 @@ create policy "room_members_can_read"
 on realtime.messages for select
 to authenticated
 using (
-  extension in ('broadcast', 'presence')
-  and exists (
+  exists (
     select 1 from room_members
     where user_id = (select auth.uid())
-    and room_id = split_part(realtime.topic(), ':', 2)::uuid
+    and topic = (select realtime.topic())
+    and realtime.messages.extension in ('broadcast', 'presence')
   )
 );
 ```
diff --git a/skills/supabase/references/realtime-setup-channels.md b/skills/supabase/references/realtime-setup-channels.md
index e004651..2435dd3 100644
--- a/skills/supabase/references/realtime-setup-channels.md
+++ b/skills/supabase/references/realtime-setup-channels.md
@@ -11,7 +11,7 @@ Channels are rooms where clients communicate. Use consistent naming and appropri
 
 ## Topic Naming Convention
 
-Use `scope:entity:id` format for predictable, filterable topics.
+Use `scope:id:entity` format for predictable, filterable topics.
 
 **Incorrect:**
 
@@ -35,7 +35,7 @@ const channel = supabase.channel('game:789:moves')
 ```javascript
 const channel = supabase.channel('room:123:messages', {
   config: {
-    private: true,              // Require authentication (recommended)
+    private: true,              // Require authentication (requires RLS on realtime.messages)
     broadcast: {
       self: true,               // Receive own messages
       ack: true,                // Get server acknowledgment