diff --git a/.daemon/logs/signet-2026-02-19.log b/.daemon/logs/signet-2026-02-19.log
index 7629686f9..38ac24580 100644
--- a/.daemon/logs/signet-2026-02-19.log
+++ b/.daemon/logs/signet-2026-02-19.log
@@ -1064,3 +1064,31 @@
 {"timestamp":"2026-02-19T11:45:40.648Z","level":"info","category":"watcher","message":"File added","data":{"path":"/home/nicholai/.agents/memory/memories.db-shm"}}
 {"timestamp":"2026-02-19T11:45:40.649Z","level":"info","category":"watcher","message":"File added","data":{"path":"/home/nicholai/.agents/memory/memories.db-wal"}}
 {"timestamp":"2026-02-19T11:45:40.915Z","level":"info","category":"watcher","message":"File changed","data":{"path":"/home/nicholai/.agents/memory/memories.db-shm"}}
+{"timestamp":"2026-02-19T11:45:45.930Z","level":"info","category":"git","message":"Auto-committed","data":{"message":"2026-02-19T11-45-45_auto_memory/memories.db-shm, memory/memories.db-wal, me","filesChanged":3}}
+{"timestamp":"2026-02-19T11:47:12.011Z","level":"warn","category":"git","message":"Periodic sync failed: No git credentials found. Run `gh auth login` or set GITHUB_TOKEN secret."}
+{"timestamp":"2026-02-19T11:47:50.875Z","level":"info","category":"watcher","message":"File changed","data":{"path":"/home/nicholai/.agents/memory/memories.db-shm"}}
+{"timestamp":"2026-02-19T11:47:50.882Z","level":"info","category":"watcher","message":"File changed","data":{"path":"/home/nicholai/.agents/memory/vectors.zvec/idmap.0/LOG"}}
+{"timestamp":"2026-02-19T11:47:50.883Z","level":"info","category":"watcher","message":"File added","data":{"path":"/home/nicholai/.agents/memory/vectors.zvec/idmap.0/LOG.old.1771501670882683"}}
+{"timestamp":"2026-02-19T11:47:50.888Z","level":"info","category":"watcher","message":"File changed","data":{"path":"/home/nicholai/.agents/memory/vectors.zvec/idmap.0/001863.log"}}
+{"timestamp":"2026-02-19T11:47:50.889Z","level":"info","category":"watcher","message":"File added","data":{"path":"/home/nicholai/.agents/memory/vectors.zvec/idmap.0/MANIFEST-001871"}}
+{"timestamp":"2026-02-19T11:47:50.889Z","level":"info","category":"watcher","message":"File added","data":{"path":"/home/nicholai/.agents/memory/vectors.zvec/idmap.0/001870.log"}}
+{"timestamp":"2026-02-19T11:47:50.894Z","level":"info","category":"watcher","message":"File added","data":{"path":"/home/nicholai/.agents/memory/vectors.zvec/idmap.0/001871.dbtmp"}}
+{"timestamp":"2026-02-19T11:47:50.904Z","level":"info","category":"watcher","message":"File changed","data":{"path":"/home/nicholai/.agents/memory/vectors.zvec/idmap.0/CURRENT"}}
+{"timestamp":"2026-02-19T11:47:50.909Z","level":"info","category":"watcher","message":"File added","data":{"path":"/home/nicholai/.agents/memory/vectors.zvec/idmap.0/OPTIONS-001872.dbtmp"}}
+{"timestamp":"2026-02-19T11:47:50.915Z","level":"info","category":"watcher","message":"File added","data":{"path":"/home/nicholai/.agents/memory/vectors.zvec/idmap.0/OPTIONS-001873"}}
+{"timestamp":"2026-02-19T11:47:51.181Z","level":"info","category":"watcher","message":"File changed","data":{"path":"/home/nicholai/.agents/memory/vectors.zvec/idmap.0/MANIFEST-001871"}}
+{"timestamp":"2026-02-19T11:47:56.209Z","level":"info","category":"watcher","message":"File added","data":{"path":"/home/nicholai/.agents/memory/memories.db-shm"}}
+{"timestamp":"2026-02-19T11:47:56.209Z","level":"info","category":"watcher","message":"File added","data":{"path":"/home/nicholai/.agents/memory/memories.db-wal"}}
+{"timestamp":"2026-02-19T11:47:56.215Z","level":"info","category":"watcher","message":"File added","data":{"path":"/home/nicholai/.agents/memory/vectors.zvec/idmap.0/LOG.old.1771501676214468"}}
+{"timestamp":"2026-02-19T11:47:56.216Z","level":"info","category":"watcher","message":"File changed","data":{"path":"/home/nicholai/.agents/memory/vectors.zvec/idmap.0/001870.log"}}
+{"timestamp":"2026-02-19T11:47:56.216Z","level":"info","category":"watcher","message":"File added","data":{"path":"/home/nicholai/.agents/memory/vectors.zvec/idmap.0/MANIFEST-001875"}}
+{"timestamp":"2026-02-19T11:47:56.217Z","level":"info","category":"watcher","message":"File added","data":{"path":"/home/nicholai/.agents/memory/vectors.zvec/idmap.0/001874.log"}}
+{"timestamp":"2026-02-19T11:47:56.222Z","level":"info","category":"watcher","message":"File added","data":{"path":"/home/nicholai/.agents/memory/vectors.zvec/idmap.0/001875.dbtmp"}}
+{"timestamp":"2026-02-19T11:47:56.226Z","level":"info","category":"watcher","message":"File changed","data":{"path":"/home/nicholai/.agents/memory/vectors.zvec/idmap.0/CURRENT"}}
+{"timestamp":"2026-02-19T11:47:56.232Z","level":"info","category":"watcher","message":"File added","data":{"path":"/home/nicholai/.agents/memory/vectors.zvec/idmap.0/OPTIONS-001876.dbtmp"}}
+{"timestamp":"2026-02-19T11:47:56.237Z","level":"info","category":"watcher","message":"File added","data":{"path":"/home/nicholai/.agents/memory/vectors.zvec/idmap.0/OPTIONS-001877"}}
+{"timestamp":"2026-02-19T11:47:56.284Z","level":"info","category":"watcher","message":"File changed","data":{"path":"/home/nicholai/.agents/memory/vectors.zvec/idmap.0/MANIFEST-001875"}}
+{"timestamp":"2026-02-19T11:47:59.680Z","level":"warn","category":"git","message":"Git add failed"}
+{"timestamp":"2026-02-19T11:48:00.857Z","level":"info","category":"watcher","message":"File added","data":{"path":"/home/nicholai/.agents/memory/memories.db-shm"}}
+{"timestamp":"2026-02-19T11:48:00.857Z","level":"info","category":"watcher","message":"File added","data":{"path":"/home/nicholai/.agents/memory/memories.db-wal"}}
+{"timestamp":"2026-02-19T11:48:01.163Z","level":"info","category":"watcher","message":"File changed","data":{"path":"/home/nicholai/.agents/memory/memories.db-shm"}}
diff --git a/memory/vectors.zvec/0/embedding.index.1.proxima b/memory/vectors.zvec/0/embedding.index.1.proxima
index 00ca809b9..f4d0ceb85 100644
Binary files a/memory/vectors.zvec/0/embedding.index.1.proxima and b/memory/vectors.zvec/0/embedding.index.1.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.101.proxima b/memory/vectors.zvec/0/embedding.index.101.proxima
index fc766bce7..6fde04a5b 100644
Binary files a/memory/vectors.zvec/0/embedding.index.101.proxima and b/memory/vectors.zvec/0/embedding.index.101.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.103.proxima b/memory/vectors.zvec/0/embedding.index.103.proxima
index 782f9c23d..776308b55 100644
Binary files a/memory/vectors.zvec/0/embedding.index.103.proxima and b/memory/vectors.zvec/0/embedding.index.103.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.105.proxima b/memory/vectors.zvec/0/embedding.index.105.proxima
index 594ff0495..fa65e73ac 100644
Binary files a/memory/vectors.zvec/0/embedding.index.105.proxima and b/memory/vectors.zvec/0/embedding.index.105.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.107.proxima b/memory/vectors.zvec/0/embedding.index.107.proxima
index 619f310e0..85893da14 100644
Binary files a/memory/vectors.zvec/0/embedding.index.107.proxima and b/memory/vectors.zvec/0/embedding.index.107.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.109.proxima b/memory/vectors.zvec/0/embedding.index.109.proxima
index 22d0e5af0..c22e024c7 100644
Binary files a/memory/vectors.zvec/0/embedding.index.109.proxima and b/memory/vectors.zvec/0/embedding.index.109.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.11.proxima b/memory/vectors.zvec/0/embedding.index.11.proxima
index 5d4435a2a..c119d2877 100644
Binary files a/memory/vectors.zvec/0/embedding.index.11.proxima and b/memory/vectors.zvec/0/embedding.index.11.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.111.proxima b/memory/vectors.zvec/0/embedding.index.111.proxima
index 757527a8e..118eb2e52 100644
Binary files a/memory/vectors.zvec/0/embedding.index.111.proxima and b/memory/vectors.zvec/0/embedding.index.111.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.113.proxima b/memory/vectors.zvec/0/embedding.index.113.proxima
index 18bf38ec2..25c9f1252 100644
Binary files a/memory/vectors.zvec/0/embedding.index.113.proxima and b/memory/vectors.zvec/0/embedding.index.113.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.115.proxima b/memory/vectors.zvec/0/embedding.index.115.proxima
index ef7297346..b8fe575c5 100644
Binary files a/memory/vectors.zvec/0/embedding.index.115.proxima and b/memory/vectors.zvec/0/embedding.index.115.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.117.proxima b/memory/vectors.zvec/0/embedding.index.117.proxima
index e165210ba..022bbe77e 100644
Binary files a/memory/vectors.zvec/0/embedding.index.117.proxima and b/memory/vectors.zvec/0/embedding.index.117.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.119.proxima b/memory/vectors.zvec/0/embedding.index.119.proxima
index 09ff7ec61..02666e037 100644
Binary files a/memory/vectors.zvec/0/embedding.index.119.proxima and b/memory/vectors.zvec/0/embedding.index.119.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.121.proxima b/memory/vectors.zvec/0/embedding.index.121.proxima
index abd3656c9..e506789dc 100644
Binary files a/memory/vectors.zvec/0/embedding.index.121.proxima and b/memory/vectors.zvec/0/embedding.index.121.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.123.proxima b/memory/vectors.zvec/0/embedding.index.123.proxima
index db67b52cc..9f908909f 100644
Binary files a/memory/vectors.zvec/0/embedding.index.123.proxima and b/memory/vectors.zvec/0/embedding.index.123.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.125.proxima b/memory/vectors.zvec/0/embedding.index.125.proxima
index c48d5e1ff..ed15f761f 100644
Binary files a/memory/vectors.zvec/0/embedding.index.125.proxima and b/memory/vectors.zvec/0/embedding.index.125.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.127.proxima b/memory/vectors.zvec/0/embedding.index.127.proxima
index e56b7c513..c21f00199 100644
Binary files a/memory/vectors.zvec/0/embedding.index.127.proxima and b/memory/vectors.zvec/0/embedding.index.127.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.129.proxima b/memory/vectors.zvec/0/embedding.index.129.proxima
index 405c4bb00..c692db01d 100644
Binary files a/memory/vectors.zvec/0/embedding.index.129.proxima and b/memory/vectors.zvec/0/embedding.index.129.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.13.proxima b/memory/vectors.zvec/0/embedding.index.13.proxima
index 9aff7bb75..a0915fdd5 100644
Binary files a/memory/vectors.zvec/0/embedding.index.13.proxima and b/memory/vectors.zvec/0/embedding.index.13.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.131.proxima b/memory/vectors.zvec/0/embedding.index.131.proxima
index 1ccc9dd54..6e65d2ddb 100644
Binary files a/memory/vectors.zvec/0/embedding.index.131.proxima and b/memory/vectors.zvec/0/embedding.index.131.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.133.proxima b/memory/vectors.zvec/0/embedding.index.133.proxima
index 0a7c14602..52a4f7a52 100644
Binary files a/memory/vectors.zvec/0/embedding.index.133.proxima and b/memory/vectors.zvec/0/embedding.index.133.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.135.proxima b/memory/vectors.zvec/0/embedding.index.135.proxima
index aec0d2033..2749be7a1 100644
Binary files a/memory/vectors.zvec/0/embedding.index.135.proxima and b/memory/vectors.zvec/0/embedding.index.135.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.137.proxima b/memory/vectors.zvec/0/embedding.index.137.proxima
index 0e324c9c5..b8463595a 100644
Binary files a/memory/vectors.zvec/0/embedding.index.137.proxima and b/memory/vectors.zvec/0/embedding.index.137.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.139.proxima b/memory/vectors.zvec/0/embedding.index.139.proxima
index 7280aad0c..eaa056b8e 100644
Binary files a/memory/vectors.zvec/0/embedding.index.139.proxima and b/memory/vectors.zvec/0/embedding.index.139.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.141.proxima b/memory/vectors.zvec/0/embedding.index.141.proxima
index 4e7c84b2f..bf12d0952 100644
Binary files a/memory/vectors.zvec/0/embedding.index.141.proxima and b/memory/vectors.zvec/0/embedding.index.141.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.143.proxima b/memory/vectors.zvec/0/embedding.index.143.proxima
index c8f1a96af..c1f072a68 100644
Binary files a/memory/vectors.zvec/0/embedding.index.143.proxima and b/memory/vectors.zvec/0/embedding.index.143.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.145.proxima b/memory/vectors.zvec/0/embedding.index.145.proxima
index 174879600..e2e5737b3 100644
Binary files a/memory/vectors.zvec/0/embedding.index.145.proxima and b/memory/vectors.zvec/0/embedding.index.145.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.147.proxima b/memory/vectors.zvec/0/embedding.index.147.proxima
index c1839b267..9be13ca27 100644
Binary files a/memory/vectors.zvec/0/embedding.index.147.proxima and b/memory/vectors.zvec/0/embedding.index.147.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.149.proxima b/memory/vectors.zvec/0/embedding.index.149.proxima
index b3eee5049..43118e503 100644
Binary files a/memory/vectors.zvec/0/embedding.index.149.proxima and b/memory/vectors.zvec/0/embedding.index.149.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.15.proxima b/memory/vectors.zvec/0/embedding.index.15.proxima
index a8ce1fe2a..9b6f272b6 100644
Binary files a/memory/vectors.zvec/0/embedding.index.15.proxima and b/memory/vectors.zvec/0/embedding.index.15.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.151.proxima b/memory/vectors.zvec/0/embedding.index.151.proxima
index 4b4934902..e448c44e5 100644
Binary files a/memory/vectors.zvec/0/embedding.index.151.proxima and b/memory/vectors.zvec/0/embedding.index.151.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.153.proxima b/memory/vectors.zvec/0/embedding.index.153.proxima
index 5144b0753..0bd9ceabd 100644
Binary files a/memory/vectors.zvec/0/embedding.index.153.proxima and b/memory/vectors.zvec/0/embedding.index.153.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.155.proxima b/memory/vectors.zvec/0/embedding.index.155.proxima
index 3e06d1451..d17ceb8d8 100644
Binary files a/memory/vectors.zvec/0/embedding.index.155.proxima and b/memory/vectors.zvec/0/embedding.index.155.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.157.proxima b/memory/vectors.zvec/0/embedding.index.157.proxima
index 6ac511920..3b5f1859f 100644
Binary files a/memory/vectors.zvec/0/embedding.index.157.proxima and b/memory/vectors.zvec/0/embedding.index.157.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.159.proxima b/memory/vectors.zvec/0/embedding.index.159.proxima
index 006a6f9a0..fadfb7d35 100644
Binary files a/memory/vectors.zvec/0/embedding.index.159.proxima and b/memory/vectors.zvec/0/embedding.index.159.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.161.proxima b/memory/vectors.zvec/0/embedding.index.161.proxima
index 973637db8..988530c6d 100644
Binary files a/memory/vectors.zvec/0/embedding.index.161.proxima and b/memory/vectors.zvec/0/embedding.index.161.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.163.proxima b/memory/vectors.zvec/0/embedding.index.163.proxima
index 79b425f21..078bd33bc 100644
Binary files a/memory/vectors.zvec/0/embedding.index.163.proxima and b/memory/vectors.zvec/0/embedding.index.163.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.165.proxima b/memory/vectors.zvec/0/embedding.index.165.proxima
index 1905001cb..451c7d78c 100644
Binary files a/memory/vectors.zvec/0/embedding.index.165.proxima and b/memory/vectors.zvec/0/embedding.index.165.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.167.proxima b/memory/vectors.zvec/0/embedding.index.167.proxima
index a485a86c1..cc44b7491 100644
Binary files a/memory/vectors.zvec/0/embedding.index.167.proxima and b/memory/vectors.zvec/0/embedding.index.167.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.169.proxima b/memory/vectors.zvec/0/embedding.index.169.proxima
index 8a1dfa7a9..0f69998a5 100644
Binary files a/memory/vectors.zvec/0/embedding.index.169.proxima and b/memory/vectors.zvec/0/embedding.index.169.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.17.proxima b/memory/vectors.zvec/0/embedding.index.17.proxima
index 65afb0f71..21573dadb 100644
Binary files a/memory/vectors.zvec/0/embedding.index.17.proxima and b/memory/vectors.zvec/0/embedding.index.17.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.171.proxima b/memory/vectors.zvec/0/embedding.index.171.proxima
index 73c983faa..7b451be55 100644
Binary files a/memory/vectors.zvec/0/embedding.index.171.proxima and b/memory/vectors.zvec/0/embedding.index.171.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.173.proxima b/memory/vectors.zvec/0/embedding.index.173.proxima
index 06cc18d7e..c9aba5c84 100644
Binary files a/memory/vectors.zvec/0/embedding.index.173.proxima and b/memory/vectors.zvec/0/embedding.index.173.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.175.proxima b/memory/vectors.zvec/0/embedding.index.175.proxima
index b6b1190fb..26b48e02b 100644
Binary files a/memory/vectors.zvec/0/embedding.index.175.proxima and b/memory/vectors.zvec/0/embedding.index.175.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.177.proxima b/memory/vectors.zvec/0/embedding.index.177.proxima
index a3fff7b7f..f1aed680c 100644
Binary files a/memory/vectors.zvec/0/embedding.index.177.proxima and b/memory/vectors.zvec/0/embedding.index.177.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.179.proxima b/memory/vectors.zvec/0/embedding.index.179.proxima
index 78dd3b4da..3d11b2b3c 100644
Binary files a/memory/vectors.zvec/0/embedding.index.179.proxima and b/memory/vectors.zvec/0/embedding.index.179.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.181.proxima b/memory/vectors.zvec/0/embedding.index.181.proxima
index 989885db1..7a5f2cc52 100644
Binary files a/memory/vectors.zvec/0/embedding.index.181.proxima and b/memory/vectors.zvec/0/embedding.index.181.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.183.proxima b/memory/vectors.zvec/0/embedding.index.183.proxima
index 1b6f82f7a..407d990f2 100644
Binary files a/memory/vectors.zvec/0/embedding.index.183.proxima and b/memory/vectors.zvec/0/embedding.index.183.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.185.proxima b/memory/vectors.zvec/0/embedding.index.185.proxima
index fc398640a..a8e50a042 100644
Binary files a/memory/vectors.zvec/0/embedding.index.185.proxima and b/memory/vectors.zvec/0/embedding.index.185.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.187.proxima b/memory/vectors.zvec/0/embedding.index.187.proxima
index 2476a5173..5a7694021 100644
Binary files a/memory/vectors.zvec/0/embedding.index.187.proxima and b/memory/vectors.zvec/0/embedding.index.187.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.189.proxima b/memory/vectors.zvec/0/embedding.index.189.proxima
index b118fd690..95e081dd6 100644
Binary files a/memory/vectors.zvec/0/embedding.index.189.proxima and b/memory/vectors.zvec/0/embedding.index.189.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.19.proxima b/memory/vectors.zvec/0/embedding.index.19.proxima
index d4e5c72c7..716a6424f 100644
Binary files a/memory/vectors.zvec/0/embedding.index.19.proxima and b/memory/vectors.zvec/0/embedding.index.19.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.191.proxima b/memory/vectors.zvec/0/embedding.index.191.proxima
index 01dacd7ae..7c563e015 100644
Binary files a/memory/vectors.zvec/0/embedding.index.191.proxima and b/memory/vectors.zvec/0/embedding.index.191.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.193.proxima b/memory/vectors.zvec/0/embedding.index.193.proxima
index 1de7be87d..f2eb6e840 100644
Binary files a/memory/vectors.zvec/0/embedding.index.193.proxima and b/memory/vectors.zvec/0/embedding.index.193.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.195.proxima b/memory/vectors.zvec/0/embedding.index.195.proxima
index 65645733c..f34e2f4e1 100644
Binary files a/memory/vectors.zvec/0/embedding.index.195.proxima and b/memory/vectors.zvec/0/embedding.index.195.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.197.proxima b/memory/vectors.zvec/0/embedding.index.197.proxima
index 3887bfb40..d564a468a 100644
Binary files a/memory/vectors.zvec/0/embedding.index.197.proxima and b/memory/vectors.zvec/0/embedding.index.197.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.199.proxima b/memory/vectors.zvec/0/embedding.index.199.proxima
index b918e1e69..d667887f9 100644
Binary files a/memory/vectors.zvec/0/embedding.index.199.proxima and b/memory/vectors.zvec/0/embedding.index.199.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.201.proxima b/memory/vectors.zvec/0/embedding.index.201.proxima
index 4168e6771..556b5bb32 100644
Binary files a/memory/vectors.zvec/0/embedding.index.201.proxima and b/memory/vectors.zvec/0/embedding.index.201.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.203.proxima b/memory/vectors.zvec/0/embedding.index.203.proxima
index 0e47c9228..2a5f93ed3 100644
Binary files a/memory/vectors.zvec/0/embedding.index.203.proxima and b/memory/vectors.zvec/0/embedding.index.203.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.205.proxima b/memory/vectors.zvec/0/embedding.index.205.proxima
index 5d5c6eeda..7cfad65c2 100644
Binary files a/memory/vectors.zvec/0/embedding.index.205.proxima and b/memory/vectors.zvec/0/embedding.index.205.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.207.proxima b/memory/vectors.zvec/0/embedding.index.207.proxima
index 82cfd3ff9..3406aabff 100644
Binary files a/memory/vectors.zvec/0/embedding.index.207.proxima and b/memory/vectors.zvec/0/embedding.index.207.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.209.proxima b/memory/vectors.zvec/0/embedding.index.209.proxima
index 702dd6183..788bcc790 100644
Binary files a/memory/vectors.zvec/0/embedding.index.209.proxima and b/memory/vectors.zvec/0/embedding.index.209.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.21.proxima b/memory/vectors.zvec/0/embedding.index.21.proxima
index db816f56a..92614df80 100644
Binary files a/memory/vectors.zvec/0/embedding.index.21.proxima and b/memory/vectors.zvec/0/embedding.index.21.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.211.proxima b/memory/vectors.zvec/0/embedding.index.211.proxima
index 95cc4e57d..951872b2f 100644
Binary files a/memory/vectors.zvec/0/embedding.index.211.proxima and b/memory/vectors.zvec/0/embedding.index.211.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.213.proxima b/memory/vectors.zvec/0/embedding.index.213.proxima
index 1cdc5259e..462544e2a 100644
Binary files a/memory/vectors.zvec/0/embedding.index.213.proxima and b/memory/vectors.zvec/0/embedding.index.213.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.215.proxima b/memory/vectors.zvec/0/embedding.index.215.proxima
index 996ec59d3..d1439b7a1 100644
Binary files a/memory/vectors.zvec/0/embedding.index.215.proxima and b/memory/vectors.zvec/0/embedding.index.215.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.217.proxima b/memory/vectors.zvec/0/embedding.index.217.proxima
index cde7ee840..9864ea451 100644
Binary files a/memory/vectors.zvec/0/embedding.index.217.proxima and b/memory/vectors.zvec/0/embedding.index.217.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.219.proxima b/memory/vectors.zvec/0/embedding.index.219.proxima
index 121dd0728..3af2b0eee 100644
Binary files a/memory/vectors.zvec/0/embedding.index.219.proxima and b/memory/vectors.zvec/0/embedding.index.219.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.221.proxima b/memory/vectors.zvec/0/embedding.index.221.proxima
index bbd03f0bc..0043cbbd3 100644
Binary files a/memory/vectors.zvec/0/embedding.index.221.proxima and b/memory/vectors.zvec/0/embedding.index.221.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.223.proxima b/memory/vectors.zvec/0/embedding.index.223.proxima
index b291a5dcc..0c8b6f5d2 100644
Binary files a/memory/vectors.zvec/0/embedding.index.223.proxima and b/memory/vectors.zvec/0/embedding.index.223.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.225.proxima b/memory/vectors.zvec/0/embedding.index.225.proxima
index 4a58572dd..5537e4a88 100644
Binary files a/memory/vectors.zvec/0/embedding.index.225.proxima and b/memory/vectors.zvec/0/embedding.index.225.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.227.proxima b/memory/vectors.zvec/0/embedding.index.227.proxima
index eda977a8d..912a01f85 100644
Binary files a/memory/vectors.zvec/0/embedding.index.227.proxima and b/memory/vectors.zvec/0/embedding.index.227.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.229.proxima b/memory/vectors.zvec/0/embedding.index.229.proxima
index dad4f11c1..5fa18a9bc 100644
Binary files a/memory/vectors.zvec/0/embedding.index.229.proxima and b/memory/vectors.zvec/0/embedding.index.229.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.23.proxima b/memory/vectors.zvec/0/embedding.index.23.proxima
index 824cc3e04..0f8cf70da 100644
Binary files a/memory/vectors.zvec/0/embedding.index.23.proxima and b/memory/vectors.zvec/0/embedding.index.23.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.231.proxima b/memory/vectors.zvec/0/embedding.index.231.proxima
index 512b5ea00..7452dc8ba 100644
Binary files a/memory/vectors.zvec/0/embedding.index.231.proxima and b/memory/vectors.zvec/0/embedding.index.231.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.233.proxima b/memory/vectors.zvec/0/embedding.index.233.proxima
index e2e258baa..c0ce9ef87 100644
Binary files a/memory/vectors.zvec/0/embedding.index.233.proxima and b/memory/vectors.zvec/0/embedding.index.233.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.235.proxima b/memory/vectors.zvec/0/embedding.index.235.proxima
index fc5c9b715..febe2c7ca 100644
Binary files a/memory/vectors.zvec/0/embedding.index.235.proxima and b/memory/vectors.zvec/0/embedding.index.235.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.237.proxima b/memory/vectors.zvec/0/embedding.index.237.proxima
index 49874657d..e8b3c4e9f 100644
Binary files a/memory/vectors.zvec/0/embedding.index.237.proxima and b/memory/vectors.zvec/0/embedding.index.237.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.239.proxima b/memory/vectors.zvec/0/embedding.index.239.proxima
index ffea394da..38f3a70b2 100644
Binary files a/memory/vectors.zvec/0/embedding.index.239.proxima and b/memory/vectors.zvec/0/embedding.index.239.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.241.proxima b/memory/vectors.zvec/0/embedding.index.241.proxima
index d93ecd489..162c32492 100644
Binary files a/memory/vectors.zvec/0/embedding.index.241.proxima and b/memory/vectors.zvec/0/embedding.index.241.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.243.proxima b/memory/vectors.zvec/0/embedding.index.243.proxima
index 7fd1eb566..d1759c58f 100644
Binary files a/memory/vectors.zvec/0/embedding.index.243.proxima and b/memory/vectors.zvec/0/embedding.index.243.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.245.proxima b/memory/vectors.zvec/0/embedding.index.245.proxima
index c0fd62507..0165649fd 100644
Binary files a/memory/vectors.zvec/0/embedding.index.245.proxima and b/memory/vectors.zvec/0/embedding.index.245.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.247.proxima b/memory/vectors.zvec/0/embedding.index.247.proxima
index d4e76e3a6..66fc394bb 100644
Binary files a/memory/vectors.zvec/0/embedding.index.247.proxima and b/memory/vectors.zvec/0/embedding.index.247.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.249.proxima b/memory/vectors.zvec/0/embedding.index.249.proxima
index b0e3597a9..01beda004 100644
Binary files a/memory/vectors.zvec/0/embedding.index.249.proxima and b/memory/vectors.zvec/0/embedding.index.249.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.25.proxima b/memory/vectors.zvec/0/embedding.index.25.proxima
index 42ea88de4..e8bd9abf7 100644
Binary files a/memory/vectors.zvec/0/embedding.index.25.proxima and b/memory/vectors.zvec/0/embedding.index.25.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.251.proxima b/memory/vectors.zvec/0/embedding.index.251.proxima
index 610d3ecd2..9e1b8957a 100644
Binary files a/memory/vectors.zvec/0/embedding.index.251.proxima and b/memory/vectors.zvec/0/embedding.index.251.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.253.proxima b/memory/vectors.zvec/0/embedding.index.253.proxima
index 924c6538e..b0d0621e8 100644
Binary files a/memory/vectors.zvec/0/embedding.index.253.proxima and b/memory/vectors.zvec/0/embedding.index.253.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.255.proxima b/memory/vectors.zvec/0/embedding.index.255.proxima
index 875483991..9e1d0ed12 100644
Binary files a/memory/vectors.zvec/0/embedding.index.255.proxima and b/memory/vectors.zvec/0/embedding.index.255.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.257.proxima b/memory/vectors.zvec/0/embedding.index.257.proxima
index da171b50d..d4ce78133 100644
Binary files a/memory/vectors.zvec/0/embedding.index.257.proxima and b/memory/vectors.zvec/0/embedding.index.257.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.259.proxima b/memory/vectors.zvec/0/embedding.index.259.proxima
index 5eea2de97..8b49e8c00 100644
Binary files a/memory/vectors.zvec/0/embedding.index.259.proxima and b/memory/vectors.zvec/0/embedding.index.259.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.261.proxima b/memory/vectors.zvec/0/embedding.index.261.proxima
index 21864d8c9..33a559704 100644
Binary files a/memory/vectors.zvec/0/embedding.index.261.proxima and b/memory/vectors.zvec/0/embedding.index.261.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.263.proxima b/memory/vectors.zvec/0/embedding.index.263.proxima
index 66e1df373..26f6849bc 100644
Binary files a/memory/vectors.zvec/0/embedding.index.263.proxima and b/memory/vectors.zvec/0/embedding.index.263.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.265.proxima b/memory/vectors.zvec/0/embedding.index.265.proxima
index 6ef7b3d03..989f596f5 100644
Binary files a/memory/vectors.zvec/0/embedding.index.265.proxima and b/memory/vectors.zvec/0/embedding.index.265.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.267.proxima b/memory/vectors.zvec/0/embedding.index.267.proxima
index a59f9f0b5..b67f6268a 100644
Binary files a/memory/vectors.zvec/0/embedding.index.267.proxima and b/memory/vectors.zvec/0/embedding.index.267.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.269.proxima b/memory/vectors.zvec/0/embedding.index.269.proxima
index bef9f1367..9a5b2d28e 100644
Binary files a/memory/vectors.zvec/0/embedding.index.269.proxima and b/memory/vectors.zvec/0/embedding.index.269.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.27.proxima b/memory/vectors.zvec/0/embedding.index.27.proxima
index 3175a8eb6..c3c8e36ad 100644
Binary files a/memory/vectors.zvec/0/embedding.index.27.proxima and b/memory/vectors.zvec/0/embedding.index.27.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.271.proxima b/memory/vectors.zvec/0/embedding.index.271.proxima
index da349ec76..4a4ffde6f 100644
Binary files a/memory/vectors.zvec/0/embedding.index.271.proxima and b/memory/vectors.zvec/0/embedding.index.271.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.273.proxima b/memory/vectors.zvec/0/embedding.index.273.proxima
index 0319fa06b..5490d76dc 100644
Binary files a/memory/vectors.zvec/0/embedding.index.273.proxima and b/memory/vectors.zvec/0/embedding.index.273.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.275.proxima b/memory/vectors.zvec/0/embedding.index.275.proxima
index 4c0875ac2..5b342dba2 100644
Binary files a/memory/vectors.zvec/0/embedding.index.275.proxima and b/memory/vectors.zvec/0/embedding.index.275.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.277.proxima b/memory/vectors.zvec/0/embedding.index.277.proxima
index 2ba21ca81..735874001 100644
Binary files a/memory/vectors.zvec/0/embedding.index.277.proxima and b/memory/vectors.zvec/0/embedding.index.277.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.279.proxima b/memory/vectors.zvec/0/embedding.index.279.proxima
index 1d90e74d9..d583c238d 100644
Binary files a/memory/vectors.zvec/0/embedding.index.279.proxima and b/memory/vectors.zvec/0/embedding.index.279.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.281.proxima b/memory/vectors.zvec/0/embedding.index.281.proxima
index cc7f09ba9..7da473fa4 100644
Binary files a/memory/vectors.zvec/0/embedding.index.281.proxima and b/memory/vectors.zvec/0/embedding.index.281.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.283.proxima b/memory/vectors.zvec/0/embedding.index.283.proxima
index 86a47cd56..0b4c7d62c 100644
Binary files a/memory/vectors.zvec/0/embedding.index.283.proxima and b/memory/vectors.zvec/0/embedding.index.283.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.285.proxima b/memory/vectors.zvec/0/embedding.index.285.proxima
index ad127a18f..dd535253d 100644
Binary files a/memory/vectors.zvec/0/embedding.index.285.proxima and b/memory/vectors.zvec/0/embedding.index.285.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.287.proxima b/memory/vectors.zvec/0/embedding.index.287.proxima
index d000e58fb..217ccb83e 100644
Binary files a/memory/vectors.zvec/0/embedding.index.287.proxima and b/memory/vectors.zvec/0/embedding.index.287.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.289.proxima b/memory/vectors.zvec/0/embedding.index.289.proxima
index 0e68ef503..b0f8ec3d1 100644
Binary files a/memory/vectors.zvec/0/embedding.index.289.proxima and b/memory/vectors.zvec/0/embedding.index.289.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.29.proxima b/memory/vectors.zvec/0/embedding.index.29.proxima
index 2c803ccf1..15ae644bd 100644
Binary files a/memory/vectors.zvec/0/embedding.index.29.proxima and b/memory/vectors.zvec/0/embedding.index.29.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.291.proxima b/memory/vectors.zvec/0/embedding.index.291.proxima
index aa126dba0..262f68508 100644
Binary files a/memory/vectors.zvec/0/embedding.index.291.proxima and b/memory/vectors.zvec/0/embedding.index.291.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.293.proxima b/memory/vectors.zvec/0/embedding.index.293.proxima
index d2d391da2..2d8ff44d3 100644
Binary files a/memory/vectors.zvec/0/embedding.index.293.proxima and b/memory/vectors.zvec/0/embedding.index.293.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.295.proxima b/memory/vectors.zvec/0/embedding.index.295.proxima
index 924915cb9..981c10673 100644
Binary files a/memory/vectors.zvec/0/embedding.index.295.proxima and b/memory/vectors.zvec/0/embedding.index.295.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.297.proxima b/memory/vectors.zvec/0/embedding.index.297.proxima
index 465eea76d..a5ae17821 100644
Binary files a/memory/vectors.zvec/0/embedding.index.297.proxima and b/memory/vectors.zvec/0/embedding.index.297.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.299.proxima b/memory/vectors.zvec/0/embedding.index.299.proxima
index a465d0a3b..f81111cdf 100644
Binary files a/memory/vectors.zvec/0/embedding.index.299.proxima and b/memory/vectors.zvec/0/embedding.index.299.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.3.proxima b/memory/vectors.zvec/0/embedding.index.3.proxima
index 8c57dca64..0ad470124 100644
Binary files a/memory/vectors.zvec/0/embedding.index.3.proxima and b/memory/vectors.zvec/0/embedding.index.3.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.301.proxima b/memory/vectors.zvec/0/embedding.index.301.proxima
index 4122b6838..a2e080dce 100644
Binary files a/memory/vectors.zvec/0/embedding.index.301.proxima and b/memory/vectors.zvec/0/embedding.index.301.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.303.proxima b/memory/vectors.zvec/0/embedding.index.303.proxima
index a3300155d..f0dde18f3 100644
Binary files a/memory/vectors.zvec/0/embedding.index.303.proxima and b/memory/vectors.zvec/0/embedding.index.303.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.305.proxima b/memory/vectors.zvec/0/embedding.index.305.proxima
index e16ae0ab3..e52e57049 100644
Binary files a/memory/vectors.zvec/0/embedding.index.305.proxima and b/memory/vectors.zvec/0/embedding.index.305.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.307.proxima b/memory/vectors.zvec/0/embedding.index.307.proxima
index 8ae6c1bdd..58760c60a 100644
Binary files a/memory/vectors.zvec/0/embedding.index.307.proxima and b/memory/vectors.zvec/0/embedding.index.307.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.309.proxima b/memory/vectors.zvec/0/embedding.index.309.proxima
index 8fb0f7b76..ea077a1f0 100644
Binary files a/memory/vectors.zvec/0/embedding.index.309.proxima and b/memory/vectors.zvec/0/embedding.index.309.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.31.proxima b/memory/vectors.zvec/0/embedding.index.31.proxima
index c74ab7bcf..bbd8ae52d 100644
Binary files a/memory/vectors.zvec/0/embedding.index.31.proxima and b/memory/vectors.zvec/0/embedding.index.31.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.311.proxima b/memory/vectors.zvec/0/embedding.index.311.proxima
index 2fe48ac4a..1ad812481 100644
Binary files a/memory/vectors.zvec/0/embedding.index.311.proxima and b/memory/vectors.zvec/0/embedding.index.311.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.313.proxima b/memory/vectors.zvec/0/embedding.index.313.proxima
index 9ad991fb6..97093f15e 100644
Binary files a/memory/vectors.zvec/0/embedding.index.313.proxima and b/memory/vectors.zvec/0/embedding.index.313.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.315.proxima b/memory/vectors.zvec/0/embedding.index.315.proxima
index 545711ae8..a22da4e9a 100644
Binary files a/memory/vectors.zvec/0/embedding.index.315.proxima and b/memory/vectors.zvec/0/embedding.index.315.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.317.proxima b/memory/vectors.zvec/0/embedding.index.317.proxima
index 12e6ff0cd..ec632314f 100644
Binary files a/memory/vectors.zvec/0/embedding.index.317.proxima and b/memory/vectors.zvec/0/embedding.index.317.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.319.proxima b/memory/vectors.zvec/0/embedding.index.319.proxima
index 5abda8933..e1a5f1125 100644
Binary files a/memory/vectors.zvec/0/embedding.index.319.proxima and b/memory/vectors.zvec/0/embedding.index.319.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.321.proxima b/memory/vectors.zvec/0/embedding.index.321.proxima
index 6b50cf7ec..cea01bf95 100644
Binary files a/memory/vectors.zvec/0/embedding.index.321.proxima and b/memory/vectors.zvec/0/embedding.index.321.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.323.proxima b/memory/vectors.zvec/0/embedding.index.323.proxima
index 086646c2b..2ec166c12 100644
Binary files a/memory/vectors.zvec/0/embedding.index.323.proxima and b/memory/vectors.zvec/0/embedding.index.323.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.325.proxima b/memory/vectors.zvec/0/embedding.index.325.proxima
index 13af2d699..13b255688 100644
Binary files a/memory/vectors.zvec/0/embedding.index.325.proxima and b/memory/vectors.zvec/0/embedding.index.325.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.327.proxima b/memory/vectors.zvec/0/embedding.index.327.proxima
index a62c83cf6..003e26ac4 100644
Binary files a/memory/vectors.zvec/0/embedding.index.327.proxima and b/memory/vectors.zvec/0/embedding.index.327.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.329.proxima b/memory/vectors.zvec/0/embedding.index.329.proxima
index 77efc2959..73873c323 100644
Binary files a/memory/vectors.zvec/0/embedding.index.329.proxima and b/memory/vectors.zvec/0/embedding.index.329.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.33.proxima b/memory/vectors.zvec/0/embedding.index.33.proxima
index 23c482e96..43d79aa30 100644
Binary files a/memory/vectors.zvec/0/embedding.index.33.proxima and b/memory/vectors.zvec/0/embedding.index.33.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.331.proxima b/memory/vectors.zvec/0/embedding.index.331.proxima
index 6ebdef7bd..6199855b7 100644
Binary files a/memory/vectors.zvec/0/embedding.index.331.proxima and b/memory/vectors.zvec/0/embedding.index.331.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.333.proxima b/memory/vectors.zvec/0/embedding.index.333.proxima
index 6237193df..5ef6f8ea3 100644
Binary files a/memory/vectors.zvec/0/embedding.index.333.proxima and b/memory/vectors.zvec/0/embedding.index.333.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.335.proxima b/memory/vectors.zvec/0/embedding.index.335.proxima
index d99512472..3634ebaf1 100644
Binary files a/memory/vectors.zvec/0/embedding.index.335.proxima and b/memory/vectors.zvec/0/embedding.index.335.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.337.proxima b/memory/vectors.zvec/0/embedding.index.337.proxima
index 7d66f6eee..0b1263af4 100644
Binary files a/memory/vectors.zvec/0/embedding.index.337.proxima and b/memory/vectors.zvec/0/embedding.index.337.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.339.proxima b/memory/vectors.zvec/0/embedding.index.339.proxima
index ef205f08a..3efd10e1a 100644
Binary files a/memory/vectors.zvec/0/embedding.index.339.proxima and b/memory/vectors.zvec/0/embedding.index.339.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.341.proxima b/memory/vectors.zvec/0/embedding.index.341.proxima
index 5b5b401bf..0feb73553 100644
Binary files a/memory/vectors.zvec/0/embedding.index.341.proxima and b/memory/vectors.zvec/0/embedding.index.341.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.343.proxima b/memory/vectors.zvec/0/embedding.index.343.proxima
index 56cbfa95b..07dff314f 100644
Binary files a/memory/vectors.zvec/0/embedding.index.343.proxima and b/memory/vectors.zvec/0/embedding.index.343.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.345.proxima b/memory/vectors.zvec/0/embedding.index.345.proxima
index cc4fc5fc7..b85622d58 100644
Binary files a/memory/vectors.zvec/0/embedding.index.345.proxima and b/memory/vectors.zvec/0/embedding.index.345.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.347.proxima b/memory/vectors.zvec/0/embedding.index.347.proxima
index 214d53fc5..a28795b18 100644
Binary files a/memory/vectors.zvec/0/embedding.index.347.proxima and b/memory/vectors.zvec/0/embedding.index.347.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.349.proxima b/memory/vectors.zvec/0/embedding.index.349.proxima
index 06c0f61fd..bfd2c5492 100644
Binary files a/memory/vectors.zvec/0/embedding.index.349.proxima and b/memory/vectors.zvec/0/embedding.index.349.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.35.proxima b/memory/vectors.zvec/0/embedding.index.35.proxima
index d14f56ae6..55f801c42 100644
Binary files a/memory/vectors.zvec/0/embedding.index.35.proxima and b/memory/vectors.zvec/0/embedding.index.35.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.351.proxima b/memory/vectors.zvec/0/embedding.index.351.proxima
index 6cebca955..65dc4cd67 100644
Binary files a/memory/vectors.zvec/0/embedding.index.351.proxima and b/memory/vectors.zvec/0/embedding.index.351.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.353.proxima b/memory/vectors.zvec/0/embedding.index.353.proxima
index 9296007f0..f0bc0a41c 100644
Binary files a/memory/vectors.zvec/0/embedding.index.353.proxima and b/memory/vectors.zvec/0/embedding.index.353.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.355.proxima b/memory/vectors.zvec/0/embedding.index.355.proxima
index afff3308c..73b3cd141 100644
Binary files a/memory/vectors.zvec/0/embedding.index.355.proxima and b/memory/vectors.zvec/0/embedding.index.355.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.357.proxima b/memory/vectors.zvec/0/embedding.index.357.proxima
index e18f4d003..5ae77e022 100644
Binary files a/memory/vectors.zvec/0/embedding.index.357.proxima and b/memory/vectors.zvec/0/embedding.index.357.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.359.proxima b/memory/vectors.zvec/0/embedding.index.359.proxima
index e1bb71b88..38cde729c 100644
Binary files a/memory/vectors.zvec/0/embedding.index.359.proxima and b/memory/vectors.zvec/0/embedding.index.359.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.361.proxima b/memory/vectors.zvec/0/embedding.index.361.proxima
index 80ca4fc0a..ea5d873d7 100644
Binary files a/memory/vectors.zvec/0/embedding.index.361.proxima and b/memory/vectors.zvec/0/embedding.index.361.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.363.proxima b/memory/vectors.zvec/0/embedding.index.363.proxima
index 6711f3f3c..6948ca772 100644
Binary files a/memory/vectors.zvec/0/embedding.index.363.proxima and b/memory/vectors.zvec/0/embedding.index.363.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.365.proxima b/memory/vectors.zvec/0/embedding.index.365.proxima
index 05db98c3b..511387b63 100644
Binary files a/memory/vectors.zvec/0/embedding.index.365.proxima and b/memory/vectors.zvec/0/embedding.index.365.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.367.proxima b/memory/vectors.zvec/0/embedding.index.367.proxima
index 67d57ebef..db3735b20 100644
Binary files a/memory/vectors.zvec/0/embedding.index.367.proxima and b/memory/vectors.zvec/0/embedding.index.367.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.369.proxima b/memory/vectors.zvec/0/embedding.index.369.proxima
index f9a386969..8130c722a 100644
Binary files a/memory/vectors.zvec/0/embedding.index.369.proxima and b/memory/vectors.zvec/0/embedding.index.369.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.37.proxima b/memory/vectors.zvec/0/embedding.index.37.proxima
index d8898b009..90f9cf953 100644
Binary files a/memory/vectors.zvec/0/embedding.index.37.proxima and b/memory/vectors.zvec/0/embedding.index.37.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.371.proxima b/memory/vectors.zvec/0/embedding.index.371.proxima
index 3f85669c3..3665b46ba 100644
Binary files a/memory/vectors.zvec/0/embedding.index.371.proxima and b/memory/vectors.zvec/0/embedding.index.371.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.373.proxima b/memory/vectors.zvec/0/embedding.index.373.proxima
index 81e00a56f..589b36d53 100644
Binary files a/memory/vectors.zvec/0/embedding.index.373.proxima and b/memory/vectors.zvec/0/embedding.index.373.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.375.proxima b/memory/vectors.zvec/0/embedding.index.375.proxima
index 2ac6e15f5..7eba77dba 100644
Binary files a/memory/vectors.zvec/0/embedding.index.375.proxima and b/memory/vectors.zvec/0/embedding.index.375.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.377.proxima b/memory/vectors.zvec/0/embedding.index.377.proxima
index b7f993edc..3f1e13271 100644
Binary files a/memory/vectors.zvec/0/embedding.index.377.proxima and b/memory/vectors.zvec/0/embedding.index.377.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.379.proxima b/memory/vectors.zvec/0/embedding.index.379.proxima
index 396ad0b54..e7f1786a0 100644
Binary files a/memory/vectors.zvec/0/embedding.index.379.proxima and b/memory/vectors.zvec/0/embedding.index.379.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.381.proxima b/memory/vectors.zvec/0/embedding.index.381.proxima
index 2328db1fd..84e8fd4c5 100644
Binary files a/memory/vectors.zvec/0/embedding.index.381.proxima and b/memory/vectors.zvec/0/embedding.index.381.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.383.proxima b/memory/vectors.zvec/0/embedding.index.383.proxima
index 39917f67a..cec598a82 100644
Binary files a/memory/vectors.zvec/0/embedding.index.383.proxima and b/memory/vectors.zvec/0/embedding.index.383.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.385.proxima b/memory/vectors.zvec/0/embedding.index.385.proxima
index ca1db5159..a78a221a8 100644
Binary files a/memory/vectors.zvec/0/embedding.index.385.proxima and b/memory/vectors.zvec/0/embedding.index.385.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.387.proxima b/memory/vectors.zvec/0/embedding.index.387.proxima
index 7b6877e56..183def75a 100644
Binary files a/memory/vectors.zvec/0/embedding.index.387.proxima and b/memory/vectors.zvec/0/embedding.index.387.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.389.proxima b/memory/vectors.zvec/0/embedding.index.389.proxima
index 61d5cf6e5..f0e5770c7 100644
Binary files a/memory/vectors.zvec/0/embedding.index.389.proxima and b/memory/vectors.zvec/0/embedding.index.389.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.39.proxima b/memory/vectors.zvec/0/embedding.index.39.proxima
index 1a2d371ef..2a9c90c06 100644
Binary files a/memory/vectors.zvec/0/embedding.index.39.proxima and b/memory/vectors.zvec/0/embedding.index.39.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.391.proxima b/memory/vectors.zvec/0/embedding.index.391.proxima
index 4f64a9c80..4cf8db684 100644
Binary files a/memory/vectors.zvec/0/embedding.index.391.proxima and b/memory/vectors.zvec/0/embedding.index.391.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.393.proxima b/memory/vectors.zvec/0/embedding.index.393.proxima
index 3e9fd5a98..789079c98 100644
Binary files a/memory/vectors.zvec/0/embedding.index.393.proxima and b/memory/vectors.zvec/0/embedding.index.393.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.395.proxima b/memory/vectors.zvec/0/embedding.index.395.proxima
index a07590f3b..f15f8bf2d 100644
Binary files a/memory/vectors.zvec/0/embedding.index.395.proxima and b/memory/vectors.zvec/0/embedding.index.395.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.397.proxima b/memory/vectors.zvec/0/embedding.index.397.proxima
index 23e986f1a..9bc5118d8 100644
Binary files a/memory/vectors.zvec/0/embedding.index.397.proxima and b/memory/vectors.zvec/0/embedding.index.397.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.399.proxima b/memory/vectors.zvec/0/embedding.index.399.proxima
index 48cc57994..3611609c4 100644
Binary files a/memory/vectors.zvec/0/embedding.index.399.proxima and b/memory/vectors.zvec/0/embedding.index.399.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.401.proxima b/memory/vectors.zvec/0/embedding.index.401.proxima
index 9489a13b4..a2fd92c82 100644
Binary files a/memory/vectors.zvec/0/embedding.index.401.proxima and b/memory/vectors.zvec/0/embedding.index.401.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.403.proxima b/memory/vectors.zvec/0/embedding.index.403.proxima
index 8a72a2823..815affd42 100644
Binary files a/memory/vectors.zvec/0/embedding.index.403.proxima and b/memory/vectors.zvec/0/embedding.index.403.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.405.proxima b/memory/vectors.zvec/0/embedding.index.405.proxima
index 92ea23de6..2d02bdd17 100644
Binary files a/memory/vectors.zvec/0/embedding.index.405.proxima and b/memory/vectors.zvec/0/embedding.index.405.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.407.proxima b/memory/vectors.zvec/0/embedding.index.407.proxima
index 8315f0a5a..c723c7bc4 100644
Binary files a/memory/vectors.zvec/0/embedding.index.407.proxima and b/memory/vectors.zvec/0/embedding.index.407.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.409.proxima b/memory/vectors.zvec/0/embedding.index.409.proxima
index 7e0b5f80b..e7b687ec5 100644
Binary files a/memory/vectors.zvec/0/embedding.index.409.proxima and b/memory/vectors.zvec/0/embedding.index.409.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.41.proxima b/memory/vectors.zvec/0/embedding.index.41.proxima
index 7317c70d6..ade6675dd 100644
Binary files a/memory/vectors.zvec/0/embedding.index.41.proxima and b/memory/vectors.zvec/0/embedding.index.41.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.411.proxima b/memory/vectors.zvec/0/embedding.index.411.proxima
index 3c6bf4251..2f9d40eaa 100644
Binary files a/memory/vectors.zvec/0/embedding.index.411.proxima and b/memory/vectors.zvec/0/embedding.index.411.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.413.proxima b/memory/vectors.zvec/0/embedding.index.413.proxima
index 45179d5ce..796f7fd55 100644
Binary files a/memory/vectors.zvec/0/embedding.index.413.proxima and b/memory/vectors.zvec/0/embedding.index.413.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.415.proxima b/memory/vectors.zvec/0/embedding.index.415.proxima
index c1de63fba..be4d5eb20 100644
Binary files a/memory/vectors.zvec/0/embedding.index.415.proxima and b/memory/vectors.zvec/0/embedding.index.415.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.417.proxima b/memory/vectors.zvec/0/embedding.index.417.proxima
index 57ae0a9c3..22ee41672 100644
Binary files a/memory/vectors.zvec/0/embedding.index.417.proxima and b/memory/vectors.zvec/0/embedding.index.417.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.419.proxima b/memory/vectors.zvec/0/embedding.index.419.proxima
index 3dfbae0b8..79811067a 100644
Binary files a/memory/vectors.zvec/0/embedding.index.419.proxima and b/memory/vectors.zvec/0/embedding.index.419.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.421.proxima b/memory/vectors.zvec/0/embedding.index.421.proxima
index 8831390f6..b396aca7b 100644
Binary files a/memory/vectors.zvec/0/embedding.index.421.proxima and b/memory/vectors.zvec/0/embedding.index.421.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.423.proxima b/memory/vectors.zvec/0/embedding.index.423.proxima
index 87469014e..8627c2e9f 100644
Binary files a/memory/vectors.zvec/0/embedding.index.423.proxima and b/memory/vectors.zvec/0/embedding.index.423.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.425.proxima b/memory/vectors.zvec/0/embedding.index.425.proxima
index 32ba2ad6f..80632477d 100644
Binary files a/memory/vectors.zvec/0/embedding.index.425.proxima and b/memory/vectors.zvec/0/embedding.index.425.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.427.proxima b/memory/vectors.zvec/0/embedding.index.427.proxima
index f4d754a26..c2bb3f9af 100644
Binary files a/memory/vectors.zvec/0/embedding.index.427.proxima and b/memory/vectors.zvec/0/embedding.index.427.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.429.proxima b/memory/vectors.zvec/0/embedding.index.429.proxima
index 796ba2cc0..47ec72d86 100644
Binary files a/memory/vectors.zvec/0/embedding.index.429.proxima and b/memory/vectors.zvec/0/embedding.index.429.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.43.proxima b/memory/vectors.zvec/0/embedding.index.43.proxima
index e8111b433..edf64d616 100644
Binary files a/memory/vectors.zvec/0/embedding.index.43.proxima and b/memory/vectors.zvec/0/embedding.index.43.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.431.proxima b/memory/vectors.zvec/0/embedding.index.431.proxima
index e48b8693f..99813838d 100644
Binary files a/memory/vectors.zvec/0/embedding.index.431.proxima and b/memory/vectors.zvec/0/embedding.index.431.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.433.proxima b/memory/vectors.zvec/0/embedding.index.433.proxima
index d884d7bce..ce98410fa 100644
Binary files a/memory/vectors.zvec/0/embedding.index.433.proxima and b/memory/vectors.zvec/0/embedding.index.433.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.435.proxima b/memory/vectors.zvec/0/embedding.index.435.proxima
index d6ce163dd..d3283db21 100644
Binary files a/memory/vectors.zvec/0/embedding.index.435.proxima and b/memory/vectors.zvec/0/embedding.index.435.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.437.proxima b/memory/vectors.zvec/0/embedding.index.437.proxima
index bbc77e7c6..4c9ad4988 100644
Binary files a/memory/vectors.zvec/0/embedding.index.437.proxima and b/memory/vectors.zvec/0/embedding.index.437.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.439.proxima b/memory/vectors.zvec/0/embedding.index.439.proxima
index 00f0e326d..da2288671 100644
Binary files a/memory/vectors.zvec/0/embedding.index.439.proxima and b/memory/vectors.zvec/0/embedding.index.439.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.441.proxima b/memory/vectors.zvec/0/embedding.index.441.proxima
index 7b585d1ed..d51ed788f 100644
Binary files a/memory/vectors.zvec/0/embedding.index.441.proxima and b/memory/vectors.zvec/0/embedding.index.441.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.443.proxima b/memory/vectors.zvec/0/embedding.index.443.proxima
index 781094b1d..1f927caa0 100644
Binary files a/memory/vectors.zvec/0/embedding.index.443.proxima and b/memory/vectors.zvec/0/embedding.index.443.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.445.proxima b/memory/vectors.zvec/0/embedding.index.445.proxima
index d5ce38ed6..64ca46632 100644
Binary files a/memory/vectors.zvec/0/embedding.index.445.proxima and b/memory/vectors.zvec/0/embedding.index.445.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.447.proxima b/memory/vectors.zvec/0/embedding.index.447.proxima
index 57eabc1f0..a06c070da 100644
Binary files a/memory/vectors.zvec/0/embedding.index.447.proxima and b/memory/vectors.zvec/0/embedding.index.447.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.449.proxima b/memory/vectors.zvec/0/embedding.index.449.proxima
index 4967e4faf..9fb603eda 100644
Binary files a/memory/vectors.zvec/0/embedding.index.449.proxima and b/memory/vectors.zvec/0/embedding.index.449.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.45.proxima b/memory/vectors.zvec/0/embedding.index.45.proxima
index 3617589cc..b6b94f8be 100644
Binary files a/memory/vectors.zvec/0/embedding.index.45.proxima and b/memory/vectors.zvec/0/embedding.index.45.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.451.proxima b/memory/vectors.zvec/0/embedding.index.451.proxima
index 9c4ddbb1b..cef35ec68 100644
Binary files a/memory/vectors.zvec/0/embedding.index.451.proxima and b/memory/vectors.zvec/0/embedding.index.451.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.453.proxima b/memory/vectors.zvec/0/embedding.index.453.proxima
index a90f05a12..5368c4ad9 100644
Binary files a/memory/vectors.zvec/0/embedding.index.453.proxima and b/memory/vectors.zvec/0/embedding.index.453.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.455.proxima b/memory/vectors.zvec/0/embedding.index.455.proxima
index 0dcd0b540..f47c9a964 100644
Binary files a/memory/vectors.zvec/0/embedding.index.455.proxima and b/memory/vectors.zvec/0/embedding.index.455.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.457.proxima b/memory/vectors.zvec/0/embedding.index.457.proxima
index 7c846a4d8..ed235e0fa 100644
Binary files a/memory/vectors.zvec/0/embedding.index.457.proxima and b/memory/vectors.zvec/0/embedding.index.457.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.459.proxima b/memory/vectors.zvec/0/embedding.index.459.proxima
index 8472c409c..01bd6e678 100644
Binary files a/memory/vectors.zvec/0/embedding.index.459.proxima and b/memory/vectors.zvec/0/embedding.index.459.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.461.proxima b/memory/vectors.zvec/0/embedding.index.461.proxima
index 2868e4d6d..4d887148e 100644
Binary files a/memory/vectors.zvec/0/embedding.index.461.proxima and b/memory/vectors.zvec/0/embedding.index.461.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.463.proxima b/memory/vectors.zvec/0/embedding.index.463.proxima
index ad6411f96..598d658ea 100644
Binary files a/memory/vectors.zvec/0/embedding.index.463.proxima and b/memory/vectors.zvec/0/embedding.index.463.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.465.proxima b/memory/vectors.zvec/0/embedding.index.465.proxima
index 8c8c133ea..4d490dc29 100644
Binary files a/memory/vectors.zvec/0/embedding.index.465.proxima and b/memory/vectors.zvec/0/embedding.index.465.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.467.proxima b/memory/vectors.zvec/0/embedding.index.467.proxima
index c91258516..7022af23e 100644
Binary files a/memory/vectors.zvec/0/embedding.index.467.proxima and b/memory/vectors.zvec/0/embedding.index.467.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.47.proxima b/memory/vectors.zvec/0/embedding.index.47.proxima
index f77d18db1..ed8025ff8 100644
Binary files a/memory/vectors.zvec/0/embedding.index.47.proxima and b/memory/vectors.zvec/0/embedding.index.47.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.49.proxima b/memory/vectors.zvec/0/embedding.index.49.proxima
index 0303bb28b..33465a09e 100644
Binary files a/memory/vectors.zvec/0/embedding.index.49.proxima and b/memory/vectors.zvec/0/embedding.index.49.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.5.proxima b/memory/vectors.zvec/0/embedding.index.5.proxima
index 61299f649..76691f2bb 100644
Binary files a/memory/vectors.zvec/0/embedding.index.5.proxima and b/memory/vectors.zvec/0/embedding.index.5.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.51.proxima b/memory/vectors.zvec/0/embedding.index.51.proxima
index 1ea6b5aa9..fed0fbce5 100644
Binary files a/memory/vectors.zvec/0/embedding.index.51.proxima and b/memory/vectors.zvec/0/embedding.index.51.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.53.proxima b/memory/vectors.zvec/0/embedding.index.53.proxima
index 62b1c11e9..411987ac7 100644
Binary files a/memory/vectors.zvec/0/embedding.index.53.proxima and b/memory/vectors.zvec/0/embedding.index.53.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.55.proxima b/memory/vectors.zvec/0/embedding.index.55.proxima
index dc82cab1f..4b8f3099e 100644
Binary files a/memory/vectors.zvec/0/embedding.index.55.proxima and b/memory/vectors.zvec/0/embedding.index.55.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.57.proxima b/memory/vectors.zvec/0/embedding.index.57.proxima
index 721c43412..6ebba0ccd 100644
Binary files a/memory/vectors.zvec/0/embedding.index.57.proxima and b/memory/vectors.zvec/0/embedding.index.57.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.59.proxima b/memory/vectors.zvec/0/embedding.index.59.proxima
index 3b7b43879..2d1307df2 100644
Binary files a/memory/vectors.zvec/0/embedding.index.59.proxima and b/memory/vectors.zvec/0/embedding.index.59.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.61.proxima b/memory/vectors.zvec/0/embedding.index.61.proxima
index a8f18ff69..0659f597f 100644
Binary files a/memory/vectors.zvec/0/embedding.index.61.proxima and b/memory/vectors.zvec/0/embedding.index.61.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.63.proxima b/memory/vectors.zvec/0/embedding.index.63.proxima
index ce8466a30..abfebe37a 100644
Binary files a/memory/vectors.zvec/0/embedding.index.63.proxima and b/memory/vectors.zvec/0/embedding.index.63.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.65.proxima b/memory/vectors.zvec/0/embedding.index.65.proxima
index 97b0596a1..4557e594d 100644
Binary files a/memory/vectors.zvec/0/embedding.index.65.proxima and b/memory/vectors.zvec/0/embedding.index.65.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.67.proxima b/memory/vectors.zvec/0/embedding.index.67.proxima
index 852fe91e4..a18b91af7 100644
Binary files a/memory/vectors.zvec/0/embedding.index.67.proxima and b/memory/vectors.zvec/0/embedding.index.67.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.69.proxima b/memory/vectors.zvec/0/embedding.index.69.proxima
index f0849e977..4874c5ab8 100644
Binary files a/memory/vectors.zvec/0/embedding.index.69.proxima and b/memory/vectors.zvec/0/embedding.index.69.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.7.proxima b/memory/vectors.zvec/0/embedding.index.7.proxima
index ca3509021..862c4de77 100644
Binary files a/memory/vectors.zvec/0/embedding.index.7.proxima and b/memory/vectors.zvec/0/embedding.index.7.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.71.proxima b/memory/vectors.zvec/0/embedding.index.71.proxima
index 36454b481..1c8fe02fe 100644
Binary files a/memory/vectors.zvec/0/embedding.index.71.proxima and b/memory/vectors.zvec/0/embedding.index.71.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.73.proxima b/memory/vectors.zvec/0/embedding.index.73.proxima
index 56a252f5b..2f501976e 100644
Binary files a/memory/vectors.zvec/0/embedding.index.73.proxima and b/memory/vectors.zvec/0/embedding.index.73.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.75.proxima b/memory/vectors.zvec/0/embedding.index.75.proxima
index ed3ea2e17..9c7655efe 100644
Binary files a/memory/vectors.zvec/0/embedding.index.75.proxima and b/memory/vectors.zvec/0/embedding.index.75.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.77.proxima b/memory/vectors.zvec/0/embedding.index.77.proxima
index 12bda191b..121cabcb6 100644
Binary files a/memory/vectors.zvec/0/embedding.index.77.proxima and b/memory/vectors.zvec/0/embedding.index.77.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.79.proxima b/memory/vectors.zvec/0/embedding.index.79.proxima
index 8ea65b97e..adde1a02c 100644
Binary files a/memory/vectors.zvec/0/embedding.index.79.proxima and b/memory/vectors.zvec/0/embedding.index.79.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.81.proxima b/memory/vectors.zvec/0/embedding.index.81.proxima
index 2b170d1c1..2c1cda8c0 100644
Binary files a/memory/vectors.zvec/0/embedding.index.81.proxima and b/memory/vectors.zvec/0/embedding.index.81.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.83.proxima b/memory/vectors.zvec/0/embedding.index.83.proxima
index 5b86a6a1a..fb5041c69 100644
Binary files a/memory/vectors.zvec/0/embedding.index.83.proxima and b/memory/vectors.zvec/0/embedding.index.83.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.85.proxima b/memory/vectors.zvec/0/embedding.index.85.proxima
index 7703c6ead..3ffd1934f 100644
Binary files a/memory/vectors.zvec/0/embedding.index.85.proxima and b/memory/vectors.zvec/0/embedding.index.85.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.87.proxima b/memory/vectors.zvec/0/embedding.index.87.proxima
index 87909e6a5..6933d74cd 100644
Binary files a/memory/vectors.zvec/0/embedding.index.87.proxima and b/memory/vectors.zvec/0/embedding.index.87.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.89.proxima b/memory/vectors.zvec/0/embedding.index.89.proxima
index 2b3d54b2e..c3f0d4b98 100644
Binary files a/memory/vectors.zvec/0/embedding.index.89.proxima and b/memory/vectors.zvec/0/embedding.index.89.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.9.proxima b/memory/vectors.zvec/0/embedding.index.9.proxima
index f44d32ddf..f539c8a99 100644
Binary files a/memory/vectors.zvec/0/embedding.index.9.proxima and b/memory/vectors.zvec/0/embedding.index.9.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.91.proxima b/memory/vectors.zvec/0/embedding.index.91.proxima
index abeeba93a..ba05a5d98 100644
Binary files a/memory/vectors.zvec/0/embedding.index.91.proxima and b/memory/vectors.zvec/0/embedding.index.91.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.93.proxima b/memory/vectors.zvec/0/embedding.index.93.proxima
index 460e224c0..bffab4f73 100644
Binary files a/memory/vectors.zvec/0/embedding.index.93.proxima and b/memory/vectors.zvec/0/embedding.index.93.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.95.proxima b/memory/vectors.zvec/0/embedding.index.95.proxima
index 95f3348cf..1eb499e06 100644
Binary files a/memory/vectors.zvec/0/embedding.index.95.proxima and b/memory/vectors.zvec/0/embedding.index.95.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.97.proxima b/memory/vectors.zvec/0/embedding.index.97.proxima
index 8eb979fa8..a911081e9 100644
Binary files a/memory/vectors.zvec/0/embedding.index.97.proxima and b/memory/vectors.zvec/0/embedding.index.97.proxima differ
diff --git a/memory/vectors.zvec/0/embedding.index.99.proxima b/memory/vectors.zvec/0/embedding.index.99.proxima
index db8246ff6..e5290ddc4 100644
Binary files a/memory/vectors.zvec/0/embedding.index.99.proxima and b/memory/vectors.zvec/0/embedding.index.99.proxima differ
diff --git a/memory/vectors.zvec/idmap.0/001870.log b/memory/vectors.zvec/idmap.0/001870.log
new file mode 100644
index 000000000..e69de29bb
diff --git a/memory/vectors.zvec/idmap.0/001874.log b/memory/vectors.zvec/idmap.0/001874.log
new file mode 100644
index 000000000..e69de29bb
diff --git a/memory/vectors.zvec/idmap.0/CURRENT b/memory/vectors.zvec/idmap.0/CURRENT
index a611ff536..a23a03a4e 100644
--- a/memory/vectors.zvec/idmap.0/CURRENT
+++ b/memory/vectors.zvec/idmap.0/CURRENT
@@ -1 +1 @@
-MANIFEST-001864
+MANIFEST-001875
diff --git a/memory/vectors.zvec/idmap.0/MANIFEST-001864 b/memory/vectors.zvec/idmap.0/MANIFEST-001875
similarity index 96%
rename from memory/vectors.zvec/idmap.0/MANIFEST-001864
rename to memory/vectors.zvec/idmap.0/MANIFEST-001875
index 6be808090..4a516b339 100644
Binary files a/memory/vectors.zvec/idmap.0/MANIFEST-001864 and b/memory/vectors.zvec/idmap.0/MANIFEST-001875 differ
diff --git a/memory/vectors.zvec/idmap.0/OPTIONS-001859 b/memory/vectors.zvec/idmap.0/OPTIONS-001873
similarity index 100%
rename from memory/vectors.zvec/idmap.0/OPTIONS-001859
rename to memory/vectors.zvec/idmap.0/OPTIONS-001873
diff --git a/memory/vectors.zvec/idmap.0/OPTIONS-001866 b/memory/vectors.zvec/idmap.0/OPTIONS-001877
similarity index 100%
rename from memory/vectors.zvec/idmap.0/OPTIONS-001866
rename to memory/vectors.zvec/idmap.0/OPTIONS-001877
diff --git a/skills/signet-design/SKILL.md b/skills/signet-design/SKILL.md
index acf15ea35..f1d03c718 100644
--- a/skills/signet-design/SKILL.md
+++ b/skills/signet-design/SKILL.md
@@ -2,11 +2,11 @@
 name: signet-design
 description: >
   Signet's visual design system — technical/industrial monochrome aesthetic
-  with generative halftone art. Use when building or modifying UI for
-  Signet products (website, dashboard, docs, pitch decks, component
-  libraries). Covers design tokens, component patterns, generative
-  dithering techniques, and layout principles. Trigger on any Signet
-  frontend work, design brief updates, or brand-aligned UI tasks.
+  with generative halftone art, dual dark/light themes. Use when building
+  or modifying UI for Signet products (website, dashboard, docs, pitch
+  decks, component libraries). Covers design tokens, component patterns,
+  generative dithering techniques, and layout principles. Trigger on any
+  Signet frontend work, design brief updates, or brand-aligned UI tasks.
 ---
 
 # Signet Design System
@@ -14,9 +14,9 @@ description: >
 ## Aesthetic Direction
 
 Technical. Industrial. Near-monochrome. The visual language draws from
-blueprint schematics, CRT flight terminals, cyberpunk interfaces, and
-1-bit halftone print. It is NOT consumer SaaS, NOT Material Design,
-NOT soft/friendly.
+blueprint schematics, CRT flight terminals, cyberpunk interfaces,
+1-bit halftone print, and rave poster aesthetics. It is NOT consumer
+SaaS, NOT Material Design, NOT soft/friendly.
 
 Core principles:
 - **Monospace-dominant** — IBM Plex Mono is the sole typeface
@@ -25,12 +25,15 @@ Core principles:
 - **Outlined over filled** — stroked buttons, stroked badges
 - **System naming** — underscore convention: `Sys_Palette`, `Component_Library`
 - **Registration marks** — crosshair (+) elements as visual punctuation
-- **Generative texture** — Bayer-dithered halftone art on canvas, not decoration for decoration's sake
+- **Generative texture** — Bayer-dithered halftone art on canvas as bold compositional elements, not subtle background noise
+- **Dual theme** — dark (near-black) and light (warm beige cream), togglable
 
 ## Design Tokens
 
-See `assets/globals.css` for the full token set. Key values:
+See `assets/globals.css` for the full token set. All tokens use CSS
+custom properties that flip between themes via `[data-theme]`.
 
+### Dark theme (default)
 ```
 --color-bg: #08080a          (near-black)
 --color-surface: #0e0e12     (raised surface)
@@ -40,63 +43,112 @@ See `assets/globals.css` for the full token set. Key values:
 --color-accent: #8a8a96      (desaturated gray-blue)
 --color-border: rgba(255,255,255,0.06)
 --color-border-strong: rgba(255,255,255,0.12)
+--color-dither: #f0f0f2      (canvas dot color)
+```
+
+### Light theme
+```
+--color-bg: #e4dfd8          (warm beige cream, NOT white)
+--color-surface: #dbd5cd     (slightly darker cream)
+--color-text: #2a2a2e        (near-black text)
+--color-text-bright: #0a0a0c (headings)
+--color-text-muted: #9a968f  (warm gray muted)
+--color-border: rgba(0,0,0,0.06)
+--color-border-strong: rgba(0,0,0,0.12)
+--color-dither: #0a0a0c      (black dots on cream)
+```
+
+The light theme background is warm beige, never pure white. This
+gives a printed-paper quality. Borders flip from white-alpha to
+black-alpha. Dither dots flip from light-on-dark to dark-on-light.
+
+### Shared tokens
+```
 --font-mono: 'IBM Plex Mono', monospace
 --radius: 2px
+--ease: cubic-bezier(0.16, 1, 0.3, 1)
+--dur: 0.2s
 ```
 
 Anti-patterns: saturated accent colors, rounded corners > 2px, serif
-or sans-serif body fonts, gradient fills, drop shadows.
+or sans-serif body fonts, gradient fills, drop shadows, pure white
+backgrounds.
+
+## Theme Toggle
+
+Implement via `data-theme` attribute on `<html>`. Toggle button sits
+fixed top-right — minimal: a dot indicator + text label ("Dark"/"Light").
+On toggle, update the attribute and re-render all canvas dither art
+(canvases read `--color-dither` from computed styles to pick dot color).
 
 ## Component Patterns
 
 ### Typography
 - All headings: uppercase, wide letter-spacing (0.04–0.08em), weight 400
+- Hero titles: 3–3.5rem, tight line-height (0.92), two-line split
 - Body: 0.8125rem, muted color
 - Labels: 0.5625rem, uppercase, 0.18em tracking, `--color-text-muted`
-- Inverted labels: white-on-black blocks (`.label-inv`)
+- Inverted labels: contrasting bg/text blocks (`.label-inv`)
 
 ### Buttons
 All outlined, never filled at rest. Fill on hover (invert colors).
 Four variants: primary, secondary, ghost, danger. Triangle marker
-(`.tri`) as optional leading icon.
+(`.tri`) as optional leading icon using `currentColor`.
 
 ### Cards & Surfaces
 `--color-surface` background, `--color-border-strong` stroke, no
-radius. Hover brightens border only.
+radius. Hover brightens/darkens border only.
 
 ### Decorative Elements
 - Crosshair marks (`.crosshair`) — 10px, muted, used as section markers
+- 4-pointed star (`.star-4`) — clip-path polygon, used as decorators
+- Schematic circles — thin stroked circles with centered crosshairs, placed in fixed background
+- Connector lines — thin 1px lines with dot endpoints, vertical and horizontal
+- Corner star markers (`****`) — monospace text at viewport corners
 - Vertical sidebar text (`writing-mode: vertical-rl`)
 - Numbered index grids (00–23 in 8-column grid)
-- Diagonal line accents (fixed position, rotated 45deg)
 
 ## Generative Art
 
-The system uses canvas-based Bayer-dithered halftone for visual texture.
-See `references/generative-patterns.md` for full implementation details.
+Dithered canvas art is structural — bold compositional anchors, not
+subtle background texture. See `references/generative-patterns.md`
+for full implementation with code.
 
-Three canvas layers:
-1. **Hero zone** — large organic blobs bleeding from edges (opacity 0.28)
-2. **Right edge bleed** — fixed vertical canvas, fade-in from right (opacity 0.14)
-3. **Inline section bands** — 64px-tall horizontal strips between sections (opacity 0.18)
+### Canvas layers
+1. **Hero zone** — large organic blobs bleeding from edges (opacity 0.35, threshold 0.46)
+2. **Right edge bleed** — fixed vertical canvas, 240px wide, fade-in from right (opacity 0.18)
+3. **Bold dither blocks** — 80–160px tall, full opacity (0.8), placed between sections as compositional anchors
+4. **Section dither bands** — 80px-tall strips above type/card sections
 
-Pipeline: Perlin noise → fractal Brownian motion → Bayer 4x4 ordered dither → canvas pixel fill.
+### Dither modes
+- **Organic** — Perlin fbm blobs, good for hero and edge bleed
+- **Glitch/smear** — vertical smear + horizontal band shift, inspired by rave poster scan distortion. Combines stretched-Y noise with random horizontal displacement bands
+- **Band** — stretched horizontal noise
+- **Cloud** — radial distance-faded noise
+
+Pipeline: Seeded Perlin noise → fbm → Bayer 4x4 ordered dither → canvas pixel fill.
+Use `--color-dither` CSS variable for dot color so canvases adapt to theme.
 
 ## Layout Principles
 
 - Max content width: ~820px, centered
-- Asymmetric offsets (form inputs pushed right)
+- Hero zone: min-height 360px, dithered canvas background, title at bottom-left
+- Asymmetric offsets (form inputs pushed right for editorial tension)
 - Fixed sidebar with vertical text on left edge
+- Fixed schematic overlay: circles, connector lines, star markers
 - Background crosshair field (scattered + marks at low opacity)
-- SVG noise grain overlay on `body::before` (opacity 0.04)
+- SVG noise grain overlay on `body::before` (opacity 0.04 dark, 0.06 light)
 - Generous section spacing (`--space-xl` padding + margin)
 - Border-bottom section dividers (single pixel, low opacity)
+- Bold dither blocks between sections break up content vertically
 
 ## Resources
 
-- `assets/globals.css` — Complete design token stylesheet. Copy into
-  new projects and extend. Contains tokens, reset, typography, buttons,
-  inputs, badges, cards, crosshair, vertical text, and utility classes.
+- `assets/globals.css` — Complete design token stylesheet with dark/light
+  themes. Copy into new projects and extend.
+- `assets/index.html` — Full reference implementation of the design brief
+  with all components, generative art, theme toggle, and schematic
+  decorators. Use as a living reference for how everything fits together.
 - `references/generative-patterns.md` — Full Perlin noise + fbm + Bayer
-  dither implementation with code. Read when implementing generative
-  canvas art.
+  dither + glitch smear implementation with code. Read when implementing
+  generative canvas art.
diff --git a/skills/signet-design/references/generative-patterns.md b/skills/signet-design/references/generative-patterns.md
index 155fbe5e6..fed51d0f5 100644
--- a/skills/signet-design/references/generative-patterns.md
+++ b/skills/signet-design/references/generative-patterns.md
@@ -1,23 +1,30 @@
 # Generative Patterns
 
-Signet uses procedural canvas-based halftone dithering for visual
-texture. This is not decorative — it's structural to the aesthetic.
+Signet uses procedural canvas-based halftone dithering as bold
+compositional elements. These are structural to the layout, not
+subtle background noise.
 
 ## Pipeline
 
 ```
-Perlin noise → fbm (fractal Brownian motion) → Bayer 4x4 dither → canvas pixel fill
+Seeded Perlin noise → fbm (fractal Brownian motion) → Bayer 4x4 dither → canvas pixel fill
 ```
 
-## Perlin Noise
+## Seeded Perlin Noise
 
-Permutation-table-based 2D Perlin noise. Standard implementation:
+Use a seeded PRNG for consistent patterns across page reloads:
 
 ```js
+let seed = 42;
+function seededRand() {
+  seed = (seed * 16807 + 0) % 2147483647;
+  return (seed - 1) / 2147483646;
+}
+
 const PERM = new Uint8Array(512);
 for (let i = 0; i < 256; i++) PERM[i] = i;
 for (let i = 255; i > 0; i--) {
-  const j = Math.floor(Math.random() * (i + 1));
+  const j = Math.floor(seededRand() * (i + 1));
   [PERM[i], PERM[j]] = [PERM[j], PERM[i]];
 }
 for (let i = 0; i < 256; i++) PERM[i + 256] = PERM[i];
@@ -44,8 +51,6 @@ function noise2d(x, y) {
 
 ## Fractal Brownian Motion (fbm)
 
-Layer multiple noise octaves for organic complexity:
-
 ```js
 function fbm(x, y, octaves = 4) {
   let val = 0, amp = 0.5, freq = 1;
@@ -60,8 +65,8 @@ function fbm(x, y, octaves = 4) {
 
 ## Bayer 4x4 Ordered Dither
 
-The key to the halftone look. Maps continuous values to binary
-on/off using a threshold matrix:
+Theme-aware — reads `--color-dither` from CSS so dots adapt to
+dark/light mode:
 
 ```js
 const BAYER4 = [
@@ -71,14 +76,21 @@ const BAYER4 = [
   15,  7, 13,  5,
 ];
 
+function getDitherColor() {
+  return getComputedStyle(document.documentElement)
+    .getPropertyValue('--color-dither').trim() || '#f0f0f2';
+}
+
 function ditherCanvas(canvas, noiseFn, pixelSize = 4, threshold = 0.5) {
   const rect = canvas.getBoundingClientRect();
   const w = Math.floor(rect.width), h = Math.floor(rect.height);
+  if (w === 0 || h === 0) return;
   canvas.width = w;
   canvas.height = h;
   const ctx = canvas.getContext('2d');
+  ctx.clearRect(0, 0, w, h);
   const cols = Math.floor(w / pixelSize), rows = Math.floor(h / pixelSize);
-  ctx.fillStyle = '#f0f0f2';
+  ctx.fillStyle = getDitherColor();
   for (let y = 0; y < rows; y++) {
     for (let x = 0; x < cols; x++) {
       const val = noiseFn(x, y, cols, rows);
@@ -91,31 +103,72 @@ function ditherCanvas(canvas, noiseFn, pixelSize = 4, threshold = 0.5) {
 }
 ```
 
+## Glitch/Smear Dither
+
+Inspired by rave poster scan distortion. Combines vertical smear
+(stretched-Y sampling) with horizontal glitch bands (random x-shift):
+
+```js
+function glitchNoise(x, y, cols, rows, offsetX = 0, offsetY = 0) {
+  const nx = x / cols * 5 + offsetX;
+  const ny = y / rows * 3 + offsetY;
+  // Base organic shape
+  const base = fbm(nx, ny, 5) * 0.5 + 0.5;
+  // Vertical smear — sample noise with stretched Y
+  const smearY = y / rows * 0.4;
+  const smear = fbm(nx * 0.3, smearY + offsetY, 3) * 0.5 + 0.5;
+  // Horizontal glitch bands
+  const bandNoise = noise2d(0.1, y / rows * 20 + offsetY) * 0.5 + 0.5;
+  const glitchShift = bandNoise > 0.65 ? (bandNoise - 0.65) * 8 : 0;
+  const shiftedBase = fbm(nx + glitchShift, ny, 4) * 0.5 + 0.5;
+  // Combine
+  return shiftedBase * 0.5 + smear * 0.3 + base * 0.2;
+}
+```
+
+Use different `offsetX`/`offsetY` for each block so they don't repeat.
+
 ## Canvas Layer Recipes
 
 ### Hero (organic blobs from edges)
-- pixelSize: 4, threshold: 0.48, opacity: 0.28
+- pixelSize: 4, threshold: 0.46, opacity: 0.35
 - Noise: two fbm layers blended 60/40, biased toward edges
 - Edge fade: `min(x/cols, 1-x/cols) * 2` for both axes
+- min-height: 360px
 
 ### Right edge bleed
-- pixelSize: 3, threshold: 0.55, opacity: 0.14
-- Fixed position, 200px wide, full viewport height
+- pixelSize: 3, threshold: 0.52, opacity: 0.18
+- Fixed position, 240px wide, full viewport height
 - Noise fades in from right: multiply by `x/cols`
 
-### Inline section bands
-- pixelSize: 3, threshold: 0.55–0.6, opacity: 0.18
-- Height: 64px, full width
-- Two variants: stretched horizontal ("band") and radial ("cloud")
+### Bold dither blocks (compositional anchors)
+- pixelSize: 3, threshold: 0.42–0.45, opacity: 0.8
+- Height: 80–160px, full content width
+- Use glitch/smear mode for rave poster feel
+- Placed between sections as visual weight
+
+### Section dither bands
+- pixelSize: 3, threshold: 0.5–0.55, opacity: 0.8
+- Height: 80px, full content width
+- "band" variant: stretched horizontal noise
+- "cloud" variant: radial distance-faded noise
+
+## Theme Re-rendering
+
+On theme toggle, all canvases must re-render because dot color changes:
+- Dark: `--color-dither: #f0f0f2` (light dots on dark)
+- Light: `--color-dither: #0a0a0c` (dark dots on cream)
+
+Call a `renderAllDither()` function after toggling `data-theme` with
+a short delay (~60ms) so CSS variables have time to update.
 
 ## Tuning
 
-- **More dots**: lower threshold (0.48 → 0.42)
-- **Fewer dots**: raise threshold (0.48 → 0.55)
-- **Larger dots**: increase pixelSize (4 → 6)
+- **More dots**: lower threshold (0.46 → 0.40)
+- **Fewer dots**: raise threshold (0.46 → 0.55)
+- **Larger dots**: increase pixelSize (3 → 5)
 - **More organic**: increase fbm octaves (4 → 6)
-- **More visible**: raise canvas opacity (0.14 → 0.25)
-- **Subtler**: lower canvas opacity (0.28 → 0.15)
-
-Dot color should match `--color-text-bright` (#f0f0f2) on the dark
-background. Never use colored dots.
+- **More visible**: raise canvas opacity (0.18 → 0.35)
+- **Subtler**: lower canvas opacity (0.35 → 0.15)
+- **More glitch**: lower glitch band threshold (0.65 → 0.55)
+- **Less glitch**: raise glitch band threshold (0.65 → 0.75)