From 9f62c921bbcf0329b68dced178d84ef6f2be6fb6 Mon Sep 17 00:00:00 2001
From: rUv <ruv@ruv.net>
Date: Fri, 26 Dec 2025 16:21:28 +0000
Subject: [PATCH] chore(intelligence): Update learning data from validation
 session
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
---
 .claude/intelligence/data/memory.json       | 1540 +++++++++++++++++++
 .claude/intelligence/data/patterns.json     |   12 +-
 .claude/intelligence/data/trajectories.json |  187 +--
 3 files changed, 1645 insertions(+), 94 deletions(-)

diff --git a/.claude/intelligence/data/memory.json b/.claude/intelligence/data/memory.json
index a70fb884e..651724889 100644
--- a/.claude/intelligence/data/memory.json
+++ b/.claude/intelligence/data/memory.json
@@ -578181,5 +578181,1545 @@
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+      "success": false,
+      "cmdType": "other",
+      "timestamp": "2025-12-26T16:20:32.019Z"
+    }
+  },
+  {
+    "id": "command-1766766054435-6jtvt1",
+    "type": "command",
+    "content": "other: head -1 .claude/intelligence/data/memory.json && python3 -c \"import json; json.load(open('.claude/in",
+    "embedding": [
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+    "metadata": {
+      "success": false,
+      "cmdType": "other",
+      "timestamp": "2025-12-26T16:20:54.437Z"
+    }
+  },
+  {
+    "id": "command-1766766064764-04qeef",
+    "type": "command",
+    "content": "other: head -1 .claude/intelligence/data/trajectories.json && python3 -c \"import json; json.load(open('.cla",
+    "embedding": [
+      0.06005619093775749,
+      0.018057717010378838,
+      0.03668738529086113,
+      -0.027372542768716812,
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+    ],
+    "metadata": {
+      "success": false,
+      "cmdType": "other",
+      "timestamp": "2025-12-26T16:21:04.765Z"
+    }
+  },
+  {
+    "id": "command-1766766074870-w5ucci",
+    "type": "command",
+    "content": "other: head -1 .claude/intelligence/data/patterns.json && python3 -c \"import json; json.load(open('.claude/",
+    "embedding": [
+      -0.034416429698467255,
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+      0.07987956702709198,
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+    ],
+    "metadata": {
+      "success": false,
+      "cmdType": "other",
+      "timestamp": "2025-12-26T16:21:14.871Z"
+    }
   }
 ]
\ No newline at end of file
diff --git a/.claude/intelligence/data/patterns.json b/.claude/intelligence/data/patterns.json
index 00e47b5f6..4b0f6d40f 100644
--- a/.claude/intelligence/data/patterns.json
+++ b/.claude/intelligence/data/patterns.json
@@ -1,10 +1,10 @@
 {
   "other_in_general": {
     "command-succeeded": 0.8,
-    "command-failed": -0.12632606730947205,
+    "command-failed": -0.14816498542789164,
     "_meta": {
-      "lastUpdate": "2025-12-26T16:17:49.575Z",
-      "updateCount": 5184
+      "lastUpdate": "2025-12-26T16:21:10.852Z",
+      "updateCount": 5190
     }
   },
   "test_in_general": {
@@ -54,10 +54,10 @@
   },
   "git_in_general": {
     "command-succeeded": 0.8,
-    "command-failed": -0.06898196117979016,
+    "command-failed": -0.09009769156285218,
     "_meta": {
-      "lastUpdate": "2025-12-26T16:18:17.100Z",
-      "updateCount": 313
+      "lastUpdate": "2025-12-26T16:19:53.795Z",
+      "updateCount": 318
     }
   },
   "other_in_rvlite": {
diff --git a/.claude/intelligence/data/trajectories.json b/.claude/intelligence/data/trajectories.json
index d3581458a..9c6498373 100644
--- a/.claude/intelligence/data/trajectories.json
+++ b/.claude/intelligence/data/trajectories.json
@@ -1,92 +1,4 @@
 [
-  {
-    "id": "pretrain-cmd-7460",
-    "state": "cargo_in_general",
-    "action": "command-succeeded",
-    "outcome": "cargo tree -i getrandom@0.2.16 2>&1 | grep -v \"warning:\" | head -30",
-    "reward": 1,
-    "timestamp": "2025-11-21T02:58:23.000Z"
-  },
-  {
-    "id": "pretrain-cmd-7461",
-    "state": "other_in_general",
-    "action": "command-succeeded",
-    "outcome": "grep -A5 \"\\[workspace.dependencies\\]\" Cargo.toml | grep -E \"napi|tokio\"",
-    "reward": 1,
-    "timestamp": "2025-11-21T02:58:14.000Z"
-  },
-  {
-    "id": "pretrain-cmd-7462",
-    "state": "other_in_general",
-    "action": "command-succeeded",
-    "outcome": "cat /workspaces/ruvector/npm/package.json",
-    "reward": 1,
-    "timestamp": "2025-11-21T02:57:55.000Z"
-  },
-  {
-    "id": "pretrain-cmd-7463",
-    "state": "other_in_general",
-    "action": "command-succeeded",
-    "outcome": "uname -m && uname -s",
-    "reward": 1,
-    "timestamp": "2025-11-21T02:57:43.000Z"
-  },
-  {
-    "id": "pretrain-cmd-7464",
-    "state": "other_in_general",
-    "action": "command-succeeded",
-    "outcome": "ls -la /workspaces/ruvector/npm/core/platforms/linux-x64-gnu/",
-    "reward": 1,
-    "timestamp": "2025-11-21T02:57:42.000Z"
-  },
-  {
-    "id": "pretrain-cmd-7465",
-    "state": "cargo_in_general",
-    "action": "command-succeeded",
-    "outcome": "cargo tree -p getrandom@0.2.16 | head -20",
-    "reward": 1,
-    "timestamp": "2025-11-21T02:57:33.000Z"
-  },
-  {
-    "id": "pretrain-cmd-7466",
-    "state": "other_in_general",
-    "action": "command-succeeded",
-    "outcome": "tree -L 3 /workspaces/ruvector/npm/packages 2>/dev/null || find /workspaces/ruvector/npm/packages -m",
-    "reward": 1,
-    "timestamp": "2025-11-21T02:57:22.000Z"
-  },
-  {
-    "id": "pretrain-cmd-7467",
-    "state": "other_in_general",
-    "action": "command-succeeded",
-    "outcome": "cd /workspaces/ruvector/npm/packages/ruvector && tree -L 3 -I 'node_modules'",
-    "reward": 1,
-    "timestamp": "2025-11-21T02:57:20.000Z"
-  },
-  {
-    "id": "pretrain-cmd-7468",
-    "state": "other_in_general",
-    "action": "command-succeeded",
-    "outcome": "ls -la /workspaces/ruvector/npm/core/platforms/",
-    "reward": 1,
-    "timestamp": "2025-11-21T02:57:08.000Z"
-  },
-  {
-    "id": "pretrain-cmd-7469",
-    "state": "other_in_general",
-    "action": "command-succeeded",
-    "outcome": "find /workspaces/ruvector/npm/core/platforms -name \"*.node\" 2>/dev/null",
-    "reward": 1,
-    "timestamp": "2025-11-21T02:57:07.000Z"
-  },
-  {
-    "id": "pretrain-cmd-7470",
-    "state": "other_in_general",
-    "action": "command-succeeded",
-    "outcome": "ls -la /workspaces/ruvector/npm/packages/",
-    "reward": 1,
-    "timestamp": "2025-11-21T02:56:48.000Z"
-  },
   {
     "id": "pretrain-cmd-7471",
     "state": "other_in_general",
@@ -8099,5 +8011,104 @@
     "reward": -0.5,
     "timestamp": "2025-12-26T16:18:17.100Z",
     "abGroup": "treatment"
+  },
+  {
+    "id": "traj-1766765912588",
+    "state": "git_in_general",
+    "action": "command-failed",
+    "outcome": "git add .claude/intelligence/ && git status --short | head -15",
+    "reward": -0.5,
+    "timestamp": "2025-12-26T16:18:32.588Z",
+    "abGroup": "treatment"
+  },
+  {
+    "id": "traj-1766765933442",
+    "state": "git_in_general",
+    "action": "command-failed",
+    "outcome": "git commit -m \"$(cat <<'EOF'\nfeat(intelligence): Add A/B testing with control baseline and sanitized",
+    "reward": -0.5,
+    "timestamp": "2025-12-26T16:18:53.442Z",
+    "abGroup": "treatment"
+  },
+  {
+    "id": "traj-1766765951092",
+    "state": "git_in_general",
+    "action": "command-failed",
+    "outcome": "git push origin feat/ruvector-postgres-v2",
+    "reward": -0.5,
+    "timestamp": "2025-12-26T16:19:11.092Z",
+    "abGroup": "treatment"
+  },
+  {
+    "id": "traj-1766765967300",
+    "state": "git_in_general",
+    "action": "command-failed",
+    "outcome": "git status && git log -2 --oneline",
+    "reward": -0.5,
+    "timestamp": "2025-12-26T16:19:27.300Z",
+    "abGroup": "treatment"
+  },
+  {
+    "id": "traj-1766765993795",
+    "state": "git_in_general",
+    "action": "command-failed",
+    "outcome": "git status && ls -la .git/MERGE_HEAD .git/rebase-merge .git/rebase-apply 2>/dev/null || echo \"No mer",
+    "reward": -0.5,
+    "timestamp": "2025-12-26T16:19:53.795Z",
+    "abGroup": "treatment"
+  },
+  {
+    "id": "traj-1766766011280",
+    "state": "other_in_general",
+    "action": "command-failed",
+    "outcome": "grep -l \"<<<<<<\\|======\\|>>>>>>\" .claude/intelligence/data/memory.json .claude/intelligence/data/pat",
+    "reward": -0.5,
+    "timestamp": "2025-12-26T16:20:11.280Z",
+    "abGroup": "treatment"
+  },
+  {
+    "id": "traj-1766766023936",
+    "state": "other_in_general",
+    "action": "command-failed",
+    "outcome": "grep -n \"<<<<<<\\|======\\|>>>>>>\" .claude/intelligence/data/trajectories.json | head -10",
+    "reward": -0.5,
+    "timestamp": "2025-12-26T16:20:23.936Z",
+    "abGroup": "treatment"
+  },
+  {
+    "id": "traj-1766766028065",
+    "state": "other_in_general",
+    "action": "command-failed",
+    "outcome": "grep -n \"<<<<<<\\|======\\|>>>>>>\" .claude/intelligence/data/memory.json | head -10",
+    "reward": -0.5,
+    "timestamp": "2025-12-26T16:20:28.065Z",
+    "abGroup": "treatment"
+  },
+  {
+    "id": "traj-1766766050408",
+    "state": "other_in_general",
+    "action": "command-failed",
+    "outcome": "head -1 .claude/intelligence/data/memory.json && python3 -c \"import json; json.load(open('.claude/in",
+    "reward": -0.5,
+    "timestamp": "2025-12-26T16:20:50.408Z",
+    "abGroup": "treatment"
+  },
+  {
+    "id": "traj-1766766060853",
+    "state": "other_in_general",
+    "action": "command-failed",
+    "outcome": "head -1 .claude/intelligence/data/trajectories.json && python3 -c \"import json; json.load(open('.cla",
+    "reward": -0.5,
+    "timestamp": "2025-12-26T16:21:00.853Z",
+    "abGroup": "treatment"
+  },
+  {
+    "id": "traj-1766766070851",
+    "state": "other_in_general",
+    "action": "command-failed",
+    "outcome": "head -1 .claude/intelligence/data/patterns.json && python3 -c \"import json; json.load(open('.claude/",
+    "reward": -0.5,
+    "timestamp": "2025-12-26T16:21:10.851Z",
+    "abGroup": "treatment"
   }
 ]
\ No newline at end of file