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</label>
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<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="true">
591
<label class="md-nav__title" for="__nav_3">
592
<span class="md-nav__icon md-icon"></span>
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Guide
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</label>
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<ul class="md-nav__list" data-md-scrollfix>
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<li class="md-nav__item">
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<a href="../ingestion/" class="md-nav__link">
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<span class="md-ellipsis">
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615
Ingesting a Repo
616
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619
</span>
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623
</a>
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</li>
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<li class="md-nav__item">
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<a href="../context-loading/" class="md-nav__link">
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<span class="md-ellipsis">
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Loading Context
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</span>
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</a>
652
</li>
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<li class="md-nav__item">
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<a href="../framework-enrichment/" class="md-nav__link">
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<span class="md-ellipsis">
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Framework Enrichment
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</span>
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</a>
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</li>
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685
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<a href="../analysis/" class="md-nav__link">
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<span class="md-ellipsis">
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Structural Analysis
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703
</span>
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</a>
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</li>
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710
711
712
713
714
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<li class="md-nav__item">
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<a href="../intelligence/" class="md-nav__link">
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723
724
<span class="md-ellipsis">
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Intelligence Layer
728
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730
731
</span>
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735
</a>
736
</li>
737
738
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740
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<li class="md-nav__item">
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<a href="../sdk/" class="md-nav__link">
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<span class="md-ellipsis">
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Python SDK
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</span>
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</a>
764
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765
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<li class="md-nav__item">
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<a href="../graph-queries/" class="md-nav__link">
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<span class="md-ellipsis">
781
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783
Graph Queries
784
785
786
787
</span>
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790
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</a>
792
</li>
793
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<li class="md-nav__item">
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<a href="../mcp-integration/" class="md-nav__link">
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<span class="md-ellipsis">
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811
MCP Integration
812
813
814
815
</span>
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819
</a>
820
</li>
821
822
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<li class="md-nav__item">
832
<a href="../ci-cd/" class="md-nav__link">
833
834
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<span class="md-ellipsis">
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CI/CD
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841
842
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</span>
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</a>
848
</li>
849
850
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<li class="md-nav__item">
860
<a href="../cluster/" class="md-nav__link">
861
862
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864
<span class="md-ellipsis">
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Cluster Mode
868
869
870
871
</span>
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</a>
876
</li>
877
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<label class="md-nav__link md-nav__link--active" for="__toc">
898
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<span class="md-ellipsis">
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904
Agent Hooks
905
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908
</span>
909
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911
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<span class="md-nav__icon md-icon"></span>
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</label>
914
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<a href="./" class="md-nav__link md-nav__link--active">
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<span class="md-ellipsis">
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Agent Hooks
923
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925
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</span>
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930
</a>
931
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<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
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942
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Table of contents
944
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<ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
946
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<li class="md-nav__item">
948
<a href="#why-hooks" class="md-nav__link">
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<span class="md-ellipsis">
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Why hooks
952
953
</span>
954
</a>
955
956
</li>
957
958
<li class="md-nav__item">
959
<a href="#claude-code" class="md-nav__link">
960
<span class="md-ellipsis">
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Claude Code
963
964
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965
</a>
966
967
<nav class="md-nav" aria-label="Claude Code">
968
<ul class="md-nav__list">
969
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<li class="md-nav__item">
971
<a href="#install" class="md-nav__link">
972
<span class="md-ellipsis">
973
974
Install
975
976
</span>
977
</a>
978
979
</li>
980
981
<li class="md-nav__item">
982
<a href="#settingsjson-config" class="md-nav__link">
983
<span class="md-ellipsis">
984
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settings.json config
986
987
</span>
988
</a>
989
990
</li>
991
992
<li class="md-nav__item">
993
<a href="#what-the-hook-does" class="md-nav__link">
994
<span class="md-ellipsis">
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996
What the hook does
997
998
</span>
999
</a>
1000
1001
</li>
1002
1003
</ul>
1004
</nav>
1005
1006
</li>
1007
1008
<li class="md-nav__item">
1009
<a href="#gemini-cli" class="md-nav__link">
1010
<span class="md-ellipsis">
1011
1012
Gemini CLI
1013
1014
</span>
1015
</a>
1016
1017
<nav class="md-nav" aria-label="Gemini CLI">
1018
<ul class="md-nav__list">
1019
1020
<li class="md-nav__item">
1021
<a href="#install_1" class="md-nav__link">
1022
<span class="md-ellipsis">
1023
1024
Install
1025
1026
</span>
1027
</a>
1028
1029
</li>
1030
1031
<li class="md-nav__item">
1032
<a href="#geminimd-config" class="md-nav__link">
1033
<span class="md-ellipsis">
1034
1035
GEMINI.md config
1036
1037
</span>
1038
</a>
1039
1040
</li>
1041
1042
</ul>
1043
</nav>
1044
1045
</li>
1046
1047
<li class="md-nav__item">
1048
<a href="#openai" class="md-nav__link">
1049
<span class="md-ellipsis">
1050
1051
OpenAI
1052
1053
</span>
1054
</a>
1055
1056
<nav class="md-nav" aria-label="OpenAI">
1057
<ul class="md-nav__list">
1058
1059
<li class="md-nav__item">
1060
<a href="#install_2" class="md-nav__link">
1061
<span class="md-ellipsis">
1062
1063
Install
1064
1065
</span>
1066
</a>
1067
1068
</li>
1069
1070
<li class="md-nav__item">
1071
<a href="#openai-toolsjson" class="md-nav__link">
1072
<span class="md-ellipsis">
1073
1074
openai-tools.json
1075
1076
</span>
1077
</a>
1078
1079
</li>
1080
1081
<li class="md-nav__item">
1082
<a href="#dispatcher-script" class="md-nav__link">
1083
<span class="md-ellipsis">
1084
1085
Dispatcher script
1086
1087
</span>
1088
</a>
1089
1090
</li>
1091
1092
</ul>
1093
</nav>
1094
1095
</li>
1096
1097
<li class="md-nav__item">
1098
<a href="#navegadormd-template" class="md-nav__link">
1099
<span class="md-ellipsis">
1100
1101
NAVEGADOR.md template
1102
1103
</span>
1104
</a>
1105
1106
</li>
1107
1108
<li class="md-nav__item">
1109
<a href="#before-adding-new-patterns" class="md-nav__link">
1110
<span class="md-ellipsis">
1111
1112
Before adding new patterns
1113
1114
</span>
1115
</a>
1116
1117
</li>
1118
1119
<li class="md-nav__item">
1120
<a href="#after-editing-code" class="md-nav__link">
1121
<span class="md-ellipsis">
1122
1123
After editing code
1124
1125
</span>
1126
</a>
1127
1128
</li>
1129
1130
<li class="md-nav__item">
1131
<a href="#key-domains" class="md-nav__link">
1132
<span class="md-ellipsis">
1133
1134
Key domains
1135
1136
</span>
1137
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1138
1139
</li>
1140
1141
</ul>
1142
1143
</nav>
1144
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<li class="md-nav__item">
1157
<a href="../planopticon/" class="md-nav__link">
1158
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1160
1161
<span class="md-ellipsis">
1162
1163
1164
Planopticon
1165
1166
1167
1168
</span>
1169
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1171
1172
</a>
1173
</li>
1174
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</ul>
1179
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<li class="md-nav__item md-nav__item--nested">
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1208
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1211
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Architecture
1218
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<span class="md-nav__icon md-icon"></span>
1226
</label>
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1229
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1230
<span class="md-nav__icon md-icon"></span>
1231
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1233
Architecture
1234
1235
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</label>
1237
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1238
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1246
<a href="../../architecture/overview/" class="md-nav__link">
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1250
<span class="md-ellipsis">
1251
1252
1253
Overview
1254
1255
1256
1257
</span>
1258
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</a>
1262
</li>
1263
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<li class="md-nav__item">
1274
<a href="../../architecture/graph-schema/" class="md-nav__link">
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<span class="md-ellipsis">
1279
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Graph Schema
1282
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1284
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</span>
1286
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1289
</a>
1290
</li>
1291
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</ul>
1296
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1328
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<span class="md-ellipsis">
1332
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API Reference
1335
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<span class="md-nav__icon md-icon"></span>
1343
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1346
<label class="md-nav__title" for="__nav_5">
1347
<span class="md-nav__icon md-icon"></span>
1348
1349
1350
API Reference
1351
1352
1353
</label>
1354
<ul class="md-nav__list" data-md-scrollfix>
1355
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1357
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1360
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1362
<li class="md-nav__item">
1363
<a href="../../api/sdk/" class="md-nav__link">
1364
1365
1366
1367
<span class="md-ellipsis">
1368
1369
1370
Python SDK
1371
1372
1373
1374
</span>
1375
1376
1377
1378
</a>
1379
</li>
1380
1381
1382
1383
1384
1385
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1388
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<li class="md-nav__item">
1391
<a href="../../api/ingestion/" class="md-nav__link">
1392
1393
1394
1395
<span class="md-ellipsis">
1396
1397
1398
Ingestion
1399
1400
1401
1402
</span>
1403
1404
1405
1406
</a>
1407
</li>
1408
1409
1410
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1413
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1418
<li class="md-nav__item">
1419
<a href="../../api/analysis/" class="md-nav__link">
1420
1421
1422
1423
<span class="md-ellipsis">
1424
1425
1426
Analysis
1427
1428
1429
1430
</span>
1431
1432
1433
1434
</a>
1435
</li>
1436
1437
1438
1439
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1446
<li class="md-nav__item">
1447
<a href="../../api/graph/" class="md-nav__link">
1448
1449
1450
1451
<span class="md-ellipsis">
1452
1453
1454
Graph
1455
1456
1457
1458
</span>
1459
1460
1461
1462
</a>
1463
</li>
1464
1465
1466
1467
1468
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1471
1472
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1474
<li class="md-nav__item">
1475
<a href="../../api/mcp/" class="md-nav__link">
1476
1477
1478
1479
<span class="md-ellipsis">
1480
1481
1482
MCP Server
1483
1484
1485
1486
</span>
1487
1488
1489
1490
</a>
1491
</li>
1492
1493
1494
1495
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1497
</nav>
1498
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</li>
1500
1501
1502
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</ul>
1504
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1505
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1506
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1507
</div>
1508
1509
1510
1511
<div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
1512
<div class="md-sidebar__scrollwrap">
1513
<div class="md-sidebar__inner">
1514
1515
1516
<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
1517
1518
1519
1520
1521
1522
1523
<label class="md-nav__title" for="__toc">
1524
<span class="md-nav__icon md-icon"></span>
1525
Table of contents
1526
</label>
1527
<ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
1528
1529
<li class="md-nav__item">
1530
<a href="#why-hooks" class="md-nav__link">
1531
<span class="md-ellipsis">
1532
1533
Why hooks
1534
1535
</span>
1536
</a>
1537
1538
</li>
1539
1540
<li class="md-nav__item">
1541
<a href="#claude-code" class="md-nav__link">
1542
<span class="md-ellipsis">
1543
1544
Claude Code
1545
1546
</span>
1547
</a>
1548
1549
<nav class="md-nav" aria-label="Claude Code">
1550
<ul class="md-nav__list">
1551
1552
<li class="md-nav__item">
1553
<a href="#install" class="md-nav__link">
1554
<span class="md-ellipsis">
1555
1556
Install
1557
1558
</span>
1559
</a>
1560
1561
</li>
1562
1563
<li class="md-nav__item">
1564
<a href="#settingsjson-config" class="md-nav__link">
1565
<span class="md-ellipsis">
1566
1567
settings.json config
1568
1569
</span>
1570
</a>
1571
1572
</li>
1573
1574
<li class="md-nav__item">
1575
<a href="#what-the-hook-does" class="md-nav__link">
1576
<span class="md-ellipsis">
1577
1578
What the hook does
1579
1580
</span>
1581
</a>
1582
1583
</li>
1584
1585
</ul>
1586
</nav>
1587
1588
</li>
1589
1590
<li class="md-nav__item">
1591
<a href="#gemini-cli" class="md-nav__link">
1592
<span class="md-ellipsis">
1593
1594
Gemini CLI
1595
1596
</span>
1597
</a>
1598
1599
<nav class="md-nav" aria-label="Gemini CLI">
1600
<ul class="md-nav__list">
1601
1602
<li class="md-nav__item">
1603
<a href="#install_1" class="md-nav__link">
1604
<span class="md-ellipsis">
1605
1606
Install
1607
1608
</span>
1609
</a>
1610
1611
</li>
1612
1613
<li class="md-nav__item">
1614
<a href="#geminimd-config" class="md-nav__link">
1615
<span class="md-ellipsis">
1616
1617
GEMINI.md config
1618
1619
</span>
1620
</a>
1621
1622
</li>
1623
1624
</ul>
1625
</nav>
1626
1627
</li>
1628
1629
<li class="md-nav__item">
1630
<a href="#openai" class="md-nav__link">
1631
<span class="md-ellipsis">
1632
1633
OpenAI
1634
1635
</span>
1636
</a>
1637
1638
<nav class="md-nav" aria-label="OpenAI">
1639
<ul class="md-nav__list">
1640
1641
<li class="md-nav__item">
1642
<a href="#install_2" class="md-nav__link">
1643
<span class="md-ellipsis">
1644
1645
Install
1646
1647
</span>
1648
</a>
1649
1650
</li>
1651
1652
<li class="md-nav__item">
1653
<a href="#openai-toolsjson" class="md-nav__link">
1654
<span class="md-ellipsis">
1655
1656
openai-tools.json
1657
1658
</span>
1659
</a>
1660
1661
</li>
1662
1663
<li class="md-nav__item">
1664
<a href="#dispatcher-script" class="md-nav__link">
1665
<span class="md-ellipsis">
1666
1667
Dispatcher script
1668
1669
</span>
1670
</a>
1671
1672
</li>
1673
1674
</ul>
1675
</nav>
1676
1677
</li>
1678
1679
<li class="md-nav__item">
1680
<a href="#navegadormd-template" class="md-nav__link">
1681
<span class="md-ellipsis">
1682
1683
NAVEGADOR.md template
1684
1685
</span>
1686
</a>
1687
1688
</li>
1689
1690
<li class="md-nav__item">
1691
<a href="#before-adding-new-patterns" class="md-nav__link">
1692
<span class="md-ellipsis">
1693
1694
Before adding new patterns
1695
1696
</span>
1697
</a>
1698
1699
</li>
1700
1701
<li class="md-nav__item">
1702
<a href="#after-editing-code" class="md-nav__link">
1703
<span class="md-ellipsis">
1704
1705
After editing code
1706
1707
</span>
1708
</a>
1709
1710
</li>
1711
1712
<li class="md-nav__item">
1713
<a href="#key-domains" class="md-nav__link">
1714
<span class="md-ellipsis">
1715
1716
Key domains
1717
1718
</span>
1719
</a>
1720
1721
</li>
1722
1723
</ul>
1724
1725
</nav>
1726
</div>
1727
</div>
1728
</div>
1729
1730
1731
1732
<div class="md-content" data-md-component="content">
1733
1734
<article class="md-content__inner md-typeset">
1735
1736
1737
1738
1739
1740
1741
1742
1743
<h1 id="agent-hooks">Agent Hooks<a class="headerlink" href="#agent-hooks" title="Permanent link">&para;</a></h1>
1744
<p>Agent hooks keep the navegador graph in sync as AI coding agents work. Without hooks, the graph goes stale the moment an agent edits a file. With hooks, the graph is re-ingested automatically after every file write, and architectural decisions in <code>DECISIONS.md</code> are synced into the knowledge layer.</p>
1745
<hr />
1746
<h2 id="why-hooks">Why hooks<a class="headerlink" href="#why-hooks" title="Permanent link">&para;</a></h2>
1747
<p>A stale graph gives wrong answers. If an agent adds a new function and then asks <code>navegador function</code> about a caller, the graph needs to reflect the edit. Hooks solve this by triggering <code>navegador ingest</code> on the modified files immediately after the agent writes them.</p>
1748
<p>Hooks also enforce the habit: every agent session starts with the graph as ground truth, not a stale snapshot.</p>
1749
<hr />
1750
<h2 id="claude-code">Claude Code<a class="headerlink" href="#claude-code" title="Permanent link">&para;</a></h2>
1751
<h3 id="install">Install<a class="headerlink" href="#install" title="Permanent link">&para;</a></h3>
1752
<p>The hook file lives at <code>.claude/hooks/claude-hook.py</code>. Bootstrap installs it automatically:</p>
1753
<div class="highlight"><pre><span></span><code><a id="__codelineno-0-1" name="__codelineno-0-1" href="#__codelineno-0-1"></a>./bootstrap.sh<span class="w"> </span>--repo<span class="w"> </span>owner/repo<span class="w"> </span>--agent<span class="w"> </span>claude
1754
</code></pre></div>
1755
<p>To install manually, copy <code>hooks/claude-hook.py</code> from the navegador repo into your project's <code>.claude/hooks/</code> directory.</p>
1756
<h3 id="settingsjson-config">settings.json config<a class="headerlink" href="#settingsjson-config" title="Permanent link">&para;</a></h3>
1757
<p>In your project's <code>.claude/settings.json</code>, register the hook:</p>
1758
<div class="highlight"><pre><span></span><code><a id="__codelineno-1-1" name="__codelineno-1-1" href="#__codelineno-1-1"></a><span class="p">{</span>
1759
<a id="__codelineno-1-2" name="__codelineno-1-2" href="#__codelineno-1-2"></a><span class="w"> </span><span class="nt">&quot;hooks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1760
<a id="__codelineno-1-3" name="__codelineno-1-3" href="#__codelineno-1-3"></a><span class="w"> </span><span class="nt">&quot;PostToolUse&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
1761
<a id="__codelineno-1-4" name="__codelineno-1-4" href="#__codelineno-1-4"></a><span class="w"> </span><span class="p">{</span>
1762
<a id="__codelineno-1-5" name="__codelineno-1-5" href="#__codelineno-1-5"></a><span class="w"> </span><span class="nt">&quot;matcher&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Write|Edit|MultiEdit&quot;</span><span class="p">,</span>
1763
<a id="__codelineno-1-6" name="__codelineno-1-6" href="#__codelineno-1-6"></a><span class="w"> </span><span class="nt">&quot;hooks&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
1764
<a id="__codelineno-1-7" name="__codelineno-1-7" href="#__codelineno-1-7"></a><span class="w"> </span><span class="p">{</span>
1765
<a id="__codelineno-1-8" name="__codelineno-1-8" href="#__codelineno-1-8"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;command&quot;</span><span class="p">,</span>
1766
<a id="__codelineno-1-9" name="__codelineno-1-9" href="#__codelineno-1-9"></a><span class="w"> </span><span class="nt">&quot;command&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;python .claude/hooks/claude-hook.py&quot;</span>
1767
<a id="__codelineno-1-10" name="__codelineno-1-10" href="#__codelineno-1-10"></a><span class="w"> </span><span class="p">}</span>
1768
<a id="__codelineno-1-11" name="__codelineno-1-11" href="#__codelineno-1-11"></a><span class="w"> </span><span class="p">]</span>
1769
<a id="__codelineno-1-12" name="__codelineno-1-12" href="#__codelineno-1-12"></a><span class="w"> </span><span class="p">}</span>
1770
<a id="__codelineno-1-13" name="__codelineno-1-13" href="#__codelineno-1-13"></a><span class="w"> </span><span class="p">]</span>
1771
<a id="__codelineno-1-14" name="__codelineno-1-14" href="#__codelineno-1-14"></a><span class="w"> </span><span class="p">}</span>
1772
<a id="__codelineno-1-15" name="__codelineno-1-15" href="#__codelineno-1-15"></a><span class="p">}</span>
1773
</code></pre></div>
1774
<h3 id="what-the-hook-does">What the hook does<a class="headerlink" href="#what-the-hook-does" title="Permanent link">&para;</a></h3>
1775
<p>On every <code>Write</code>, <code>Edit</code>, or <code>MultiEdit</code> tool call:</p>
1776
<ol>
1777
<li>Reads the list of modified file paths from the tool result</li>
1778
<li>Runs <code>navegador ingest</code> scoped to those files (fast incremental update)</li>
1779
<li>Checks for changes to <code>DECISIONS.md</code> — if found, syncs any new ADR entries into the graph as <code>Decision</code> nodes</li>
1780
<li>Logs a one-line summary to stderr (visible in Claude's tool output)</li>
1781
</ol>
1782
<hr />
1783
<h2 id="gemini-cli">Gemini CLI<a class="headerlink" href="#gemini-cli" title="Permanent link">&para;</a></h2>
1784
<h3 id="install_1">Install<a class="headerlink" href="#install_1" title="Permanent link">&para;</a></h3>
1785
<p>The hook file lives at <code>.gemini/hooks/gemini-hook.py</code>. Bootstrap installs it automatically:</p>
1786
<div class="highlight"><pre><span></span><code><a id="__codelineno-2-1" name="__codelineno-2-1" href="#__codelineno-2-1"></a>./bootstrap.sh<span class="w"> </span>--repo<span class="w"> </span>owner/repo<span class="w"> </span>--agent<span class="w"> </span>gemini
1787
</code></pre></div>
1788
<p>To install manually, copy <code>hooks/gemini-hook.py</code> from the navegador repo into your project's <code>.gemini/hooks/</code> directory.</p>
1789
<h3 id="geminimd-config">GEMINI.md config<a class="headerlink" href="#geminimd-config" title="Permanent link">&para;</a></h3>
1790
<p>Add to your project's <code>GEMINI.md</code>:</p>
1791
<p><div class="highlight"><pre><span></span><code><a id="__codelineno-3-1" name="__codelineno-3-1" href="#__codelineno-3-1"></a><span class="gu">## Tool Hooks</span>
1792
<a id="__codelineno-3-2" name="__codelineno-3-2" href="#__codelineno-3-2"></a>
1793
<a id="__codelineno-3-3" name="__codelineno-3-3" href="#__codelineno-3-3"></a>After writing or editing any source file, run:
1794
</code></pre></div>
1795
python .gemini/hooks/gemini-hook.py <file_path>
1796
<div class="highlight"><pre><span></span><code><a id="__codelineno-4-1" name="__codelineno-4-1" href="#__codelineno-4-1"></a>This keeps the navegador knowledge graph in sync. The graph is your source of truth for code structure and project decisions.
1797
</code></pre></div></p>
1798
<p>The Gemini CLI does not have a declarative hook registry like Claude. The <code>GEMINI.md</code> instruction tells the model to call the hook script explicitly as a tool after file writes.</p>
1799
<hr />
1800
<h2 id="openai">OpenAI<a class="headerlink" href="#openai" title="Permanent link">&para;</a></h2>
1801
<p>OpenAI agents use a dispatcher script and a tool definition JSON file.</p>
1802
<h3 id="install_2">Install<a class="headerlink" href="#install_2" title="Permanent link">&para;</a></h3>
1803
<div class="highlight"><pre><span></span><code><a id="__codelineno-5-1" name="__codelineno-5-1" href="#__codelineno-5-1"></a>./bootstrap.sh<span class="w"> </span>--repo<span class="w"> </span>owner/repo<span class="w"> </span>--agent<span class="w"> </span>openai
1804
</code></pre></div>
1805
<p>This places:
1806
- <code>openai-hook.py</code> — dispatcher script
1807
- <code>openai-tools.json</code> — tool schema for the OpenAI function-calling API</p>
1808
<h3 id="openai-toolsjson">openai-tools.json<a class="headerlink" href="#openai-toolsjson" title="Permanent link">&para;</a></h3>
1809
<p>The tool schema exposes navegador commands as callable functions:</p>
1810
<div class="highlight"><pre><span></span><code><a id="__codelineno-6-1" name="__codelineno-6-1" href="#__codelineno-6-1"></a><span class="p">[</span>
1811
<a id="__codelineno-6-2" name="__codelineno-6-2" href="#__codelineno-6-2"></a><span class="w"> </span><span class="p">{</span>
1812
<a id="__codelineno-6-3" name="__codelineno-6-3" href="#__codelineno-6-3"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;function&quot;</span><span class="p">,</span>
1813
<a id="__codelineno-6-4" name="__codelineno-6-4" href="#__codelineno-6-4"></a><span class="w"> </span><span class="nt">&quot;function&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1814
<a id="__codelineno-6-5" name="__codelineno-6-5" href="#__codelineno-6-5"></a><span class="w"> </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;navegador_explain&quot;</span><span class="p">,</span>
1815
<a id="__codelineno-6-6" name="__codelineno-6-6" href="#__codelineno-6-6"></a><span class="w"> </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Look up any code or knowledge node by name&quot;</span><span class="p">,</span>
1816
<a id="__codelineno-6-7" name="__codelineno-6-7" href="#__codelineno-6-7"></a><span class="w"> </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1817
<a id="__codelineno-6-8" name="__codelineno-6-8" href="#__codelineno-6-8"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
1818
<a id="__codelineno-6-9" name="__codelineno-6-9" href="#__codelineno-6-9"></a><span class="w"> </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1819
<a id="__codelineno-6-10" name="__codelineno-6-10" href="#__codelineno-6-10"></a><span class="w"> </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span><span class="p">,</span><span class="w"> </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Node name to explain&quot;</span><span class="w"> </span><span class="p">},</span>
1820
<a id="__codelineno-6-11" name="__codelineno-6-11" href="#__codelineno-6-11"></a><span class="w"> </span><span class="nt">&quot;file&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span><span class="p">,</span><span class="w"> </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional file path to disambiguate&quot;</span><span class="w"> </span><span class="p">}</span>
1821
<a id="__codelineno-6-12" name="__codelineno-6-12" href="#__codelineno-6-12"></a><span class="w"> </span><span class="p">},</span>
1822
<a id="__codelineno-6-13" name="__codelineno-6-13" href="#__codelineno-6-13"></a><span class="w"> </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="s2">&quot;name&quot;</span><span class="p">]</span>
1823
<a id="__codelineno-6-14" name="__codelineno-6-14" href="#__codelineno-6-14"></a><span class="w"> </span><span class="p">}</span>
1824
<a id="__codelineno-6-15" name="__codelineno-6-15" href="#__codelineno-6-15"></a><span class="w"> </span><span class="p">}</span>
1825
<a id="__codelineno-6-16" name="__codelineno-6-16" href="#__codelineno-6-16"></a><span class="w"> </span><span class="p">},</span>
1826
<a id="__codelineno-6-17" name="__codelineno-6-17" href="#__codelineno-6-17"></a><span class="w"> </span><span class="p">{</span>
1827
<a id="__codelineno-6-18" name="__codelineno-6-18" href="#__codelineno-6-18"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;function&quot;</span><span class="p">,</span>
1828
<a id="__codelineno-6-19" name="__codelineno-6-19" href="#__codelineno-6-19"></a><span class="w"> </span><span class="nt">&quot;function&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1829
<a id="__codelineno-6-20" name="__codelineno-6-20" href="#__codelineno-6-20"></a><span class="w"> </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;navegador_ingest&quot;</span><span class="p">,</span>
1830
<a id="__codelineno-6-21" name="__codelineno-6-21" href="#__codelineno-6-21"></a><span class="w"> </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Re-ingest a file or directory into the knowledge graph&quot;</span><span class="p">,</span>
1831
<a id="__codelineno-6-22" name="__codelineno-6-22" href="#__codelineno-6-22"></a><span class="w"> </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1832
<a id="__codelineno-6-23" name="__codelineno-6-23" href="#__codelineno-6-23"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
1833
<a id="__codelineno-6-24" name="__codelineno-6-24" href="#__codelineno-6-24"></a><span class="w"> </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1834
<a id="__codelineno-6-25" name="__codelineno-6-25" href="#__codelineno-6-25"></a><span class="w"> </span><span class="nt">&quot;path&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span><span class="p">,</span><span class="w"> </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;File or directory path to ingest&quot;</span><span class="w"> </span><span class="p">}</span>
1835
<a id="__codelineno-6-26" name="__codelineno-6-26" href="#__codelineno-6-26"></a><span class="w"> </span><span class="p">},</span>
1836
<a id="__codelineno-6-27" name="__codelineno-6-27" href="#__codelineno-6-27"></a><span class="w"> </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="s2">&quot;path&quot;</span><span class="p">]</span>
1837
<a id="__codelineno-6-28" name="__codelineno-6-28" href="#__codelineno-6-28"></a><span class="w"> </span><span class="p">}</span>
1838
<a id="__codelineno-6-29" name="__codelineno-6-29" href="#__codelineno-6-29"></a><span class="w"> </span><span class="p">}</span>
1839
<a id="__codelineno-6-30" name="__codelineno-6-30" href="#__codelineno-6-30"></a><span class="w"> </span><span class="p">}</span>
1840
<a id="__codelineno-6-31" name="__codelineno-6-31" href="#__codelineno-6-31"></a><span class="p">]</span>
1841
</code></pre></div>
1842
<h3 id="dispatcher-script">Dispatcher script<a class="headerlink" href="#dispatcher-script" title="Permanent link">&para;</a></h3>
1843
<p><code>openai-hook.py</code> receives function call JSON on stdin and dispatches to <code>navegador</code> CLI commands:</p>
1844
<div class="highlight"><pre><span></span><code><a id="__codelineno-7-1" name="__codelineno-7-1" href="#__codelineno-7-1"></a><span class="c1"># openai-hook.py dispatches tool calls to the navegador CLI</span>
1845
<a id="__codelineno-7-2" name="__codelineno-7-2" href="#__codelineno-7-2"></a><span class="c1"># usage: echo &#39;{&quot;name&quot;: &quot;navegador_explain&quot;, &quot;arguments&quot;: {&quot;name&quot;: &quot;AuthService&quot;}}&#39; | python openai-hook.py</span>
1846
</code></pre></div>
1847
<p>Register <code>openai-tools.json</code> in your OpenAI assistant configuration and point function call handling at <code>openai-hook.py</code>.</p>
1848
<hr />
1849
<h2 id="navegadormd-template">NAVEGADOR.md template<a class="headerlink" href="#navegadormd-template" title="Permanent link">&para;</a></h2>
1850
<p>Drop a <code>NAVEGADOR.md</code> in your project root so agents know the graph exists and how to use it. Example template:</p>
1851
<div class="highlight"><pre><span></span><code><a id="__codelineno-8-1" name="__codelineno-8-1" href="#__codelineno-8-1"></a><span class="gh"># Navegador Knowledge Graph</span>
1852
<a id="__codelineno-8-2" name="__codelineno-8-2" href="#__codelineno-8-2"></a>
1853
<a id="__codelineno-8-3" name="__codelineno-8-3" href="#__codelineno-8-3"></a>This project has a navegador knowledge graph at <span class="sb">`.navegador/navegador.db`</span>.
1854
<a id="__codelineno-8-4" name="__codelineno-8-4" href="#__codelineno-8-4"></a>
1855
<a id="__codelineno-8-5" name="__codelineno-8-5" href="#__codelineno-8-5"></a><span class="gu">## Before editing code</span>
1856
<a id="__codelineno-8-6" name="__codelineno-8-6" href="#__codelineno-8-6"></a>
1857
<a id="__codelineno-8-7" name="__codelineno-8-7" href="#__codelineno-8-7"></a>Run the relevant context command first:
1858
<a id="__codelineno-8-8" name="__codelineno-8-8" href="#__codelineno-8-8"></a>
1859
<a id="__codelineno-8-9" name="__codelineno-8-9" href="#__codelineno-8-9"></a>```bash
1860
<a id="__codelineno-8-10" name="__codelineno-8-10" href="#__codelineno-8-10"></a>navegador context &lt;file&gt; # full file context
1861
<a id="__codelineno-8-11" name="__codelineno-8-11" href="#__codelineno-8-11"></a>navegador function &lt;name&gt; # function + call graph
1862
<a id="__codelineno-8-12" name="__codelineno-8-12" href="#__codelineno-8-12"></a>navegador class &lt;name&gt; # class + hierarchy
1863
<a id="__codelineno-8-13" name="__codelineno-8-13" href="#__codelineno-8-13"></a>navegador explain &lt;name&gt; # anything by name
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</code></pre></div>
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<h2 id="before-adding-new-patterns">Before adding new patterns<a class="headerlink" href="#before-adding-new-patterns" title="Permanent link">&para;</a></h2>
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<p>Check if a concept or rule already exists:</p>
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<div class="highlight"><pre><span></span><code><a id="__codelineno-9-1" name="__codelineno-9-1" href="#__codelineno-9-1"></a>navegador<span class="w"> </span>search<span class="w"> </span><span class="s2">&quot;&lt;topic&gt;&quot;</span><span class="w"> </span>--all
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<a id="__codelineno-9-2" name="__codelineno-9-2" href="#__codelineno-9-2"></a>navegador<span class="w"> </span>domain<span class="w"> </span>&lt;domain-name&gt;
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</code></pre></div>
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<h2 id="after-editing-code">After editing code<a class="headerlink" href="#after-editing-code" title="Permanent link">&para;</a></h2>
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<p>The agent hook re-ingests automatically. If you disabled hooks, run:</p>
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<div class="highlight"><pre><span></span><code><a id="__codelineno-10-1" name="__codelineno-10-1" href="#__codelineno-10-1"></a>navegador<span class="w"> </span>ingest<span class="w"> </span>./src<span class="w"> </span>--clear
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</code></pre></div>
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<h2 id="key-domains">Key domains<a class="headerlink" href="#key-domains" title="Permanent link">&para;</a></h2>
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<ul>
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<li><strong>Payments</strong> — payment processing, billing, idempotency rules</li>
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<li><strong>Auth</strong> — authentication, session management, permissions</li>
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<li><strong>Infrastructure</strong> — deployment, database, caching decisions
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<div class="highlight"><pre><span></span><code><a id="__codelineno-11-1" name="__codelineno-11-1" href="#__codelineno-11-1"></a>---
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<a id="__codelineno-11-2" name="__codelineno-11-2" href="#__codelineno-11-2"></a>
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<a id="__codelineno-11-3" name="__codelineno-11-3" href="#__codelineno-11-3"></a>## Bootstrap reference
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<a id="__codelineno-11-4" name="__codelineno-11-4" href="#__codelineno-11-4"></a>
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<a id="__codelineno-11-5" name="__codelineno-11-5" href="#__codelineno-11-5"></a>```bash
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<a id="__codelineno-11-6" name="__codelineno-11-6" href="#__codelineno-11-6"></a>./bootstrap.sh [options]
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</code></pre></div></li>
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</ul>
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<table>
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<thead>
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<tr>
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<th>Option</th>
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<th>Description</th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<td><code>--repo owner/repo</code></td>
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<td>GitHub repo to clone and ingest</td>
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</tr>
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<tr>
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<td><code>--wiki</code></td>
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<td>Also ingest the GitHub wiki</td>
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</tr>
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<tr>
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<td><code>--agent claude</code></td>
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<td>Install Claude Code hook + settings.json config</td>
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</tr>
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<tr>
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<td><code>--agent gemini</code></td>
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<td>Install Gemini CLI hook + GEMINI.md instruction</td>
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</tr>
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<tr>
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<td><code>--agent openai</code></td>
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<td>Install openai-hook.py + openai-tools.json</td>
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</tr>
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<tr>
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<td><code>--db &lt;path&gt;</code></td>
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<td>Custom database path (default: <code>.navegador/navegador.db</code>)</td>
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</tr>
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</tbody>
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</table>
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