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conversations","\u002Fbuild\u002Fapps\u002Fchat-channels\u002Fconversations","04.build\u002F03.apps\u002F11.chat-channels\u002F01.conversations",{"title":939,"path":940,"stem":941,"icon":249},"Build a chat channel","\u002Fbuild\u002Fapps\u002Fchat-channels\u002Fbuild","04.build\u002F03.apps\u002F11.chat-channels\u002F02.build",{"title":943,"path":944,"stem":945,"icon":946},"Interop matrix","\u002Fbuild\u002Fapps\u002Finterop","04.build\u002F03.apps\u002F12.interop","i-ph-check-square-offset",{"title":948,"path":949,"stem":950,"children":951,"icon":71},"Improve","\u002Fimprove","05.improve\u002F00.index",[952,953,958,963,968,994,1021,1026,1031,1036],{"title":948,"path":949,"stem":950},{"title":954,"path":955,"stem":956,"icon":957},"Search, compare and fix","\u002Fimprove\u002Fsearch-and-compare","05.improve\u002F01.search-and-compare","i-ph-magnifying-glass",{"title":959,"path":960,"stem":961,"icon":962},"Errors and insights","\u002Fimprove\u002Ferrors-and-insights","05.improve\u002F02.errors-and-insights","i-ph-chart-line",{"title":964,"path":965,"stem":966,"icon":967},"Measured savings","\u002Fimprove\u002Fmeasured-savings","05.improve\u002F03.measured-savings","i-ph-scales",{"title":969,"path":970,"stem":971,"children":972,"icon":463},"Evals and quality gates","\u002Fimprove\u002Fevals","05.improve\u002F04.evals\u002F00.index",[973,974,978,982,986,990],{"title":969,"path":970,"stem":971,"icon":463},{"title":975,"path":976,"stem":977},"Case expectations","\u002Fimprove\u002Fevals\u002Fcases","05.improve\u002F04.evals\u002F01.cases",{"title":979,"path":980,"stem":981},"Record and replay answers","\u002Fimprove\u002Fevals\u002Frecordings","05.improve\u002F04.evals\u002F02.recordings",{"title":983,"path":984,"stem":985},"Check policy paths","\u002Fimprove\u002Fevals\u002Fcoverage","05.improve\u002F04.evals\u002F03.coverage",{"title":987,"path":988,"stem":989},"Gate a plugin update","\u002Fimprove\u002Fevals\u002Fquality-gates","05.improve\u002F04.evals\u002F04.quality-gates",{"title":991,"path":992,"stem":993},"Track quality and regressions","\u002Fimprove\u002Fevals\u002Fregressions","05.improve\u002F04.evals\u002F05.regressions",{"title":995,"path":996,"stem":997,"children":998,"icon":1000},"Outcome checks and patterns","\u002Fimprove\u002Foutcome-checks","05.improve\u002F05.outcome-checks\u002F00.index",[999,1001,1005,1009,1013,1017],{"title":995,"path":996,"stem":997,"icon":1000},"i-ph-gavel",{"title":1002,"path":1003,"stem":1004},"Choose a judge and rubric","\u002Fimprove\u002Foutcome-checks\u002Fjudges","05.improve\u002F05.outcome-checks\u002F01.judges",{"title":1006,"path":1007,"stem":1008},"Measure a judge over time","\u002Fimprove\u002Foutcome-checks\u002Fsampling","05.improve\u002F05.outcome-checks\u002F02.sampling",{"title":1010,"path":1011,"stem":1012},"Use a reviewer agent","\u002Fimprove\u002Foutcome-checks\u002Freviewer","05.improve\u002F05.outcome-checks\u002F03.reviewer",{"title":1014,"path":1015,"stem":1016},"Choose among candidate answers","\u002Fimprove\u002Foutcome-checks\u002Fselection","05.improve\u002F05.outcome-checks\u002F04.selection",{"title":1018,"path":1019,"stem":1020},"Test and roll out judged agents","\u002Fimprove\u002Foutcome-checks\u002Frollouts","05.improve\u002F05.outcome-checks\u002F05.rollouts",{"title":1022,"path":1023,"stem":1024,"icon":1025},"Measured results","\u002Fimprove\u002Fmeasured-results","05.improve\u002F06.measured-results","i-ph-chart-bar",{"title":1027,"path":1028,"stem":1029,"icon":1030},"Comparisons of a changed agent","\u002Fimprove\u002Fcomparisons-of-a-changed-agent","05.improve\u002F07.comparisons-of-a-changed-agent","i-ph-git-diff",{"title":1032,"path":1033,"stem":1034,"icon":1035},"Where a fix belongs","\u002Fimprove\u002Fwhere-a-fix-belongs","05.improve\u002F08.where-a-fix-belongs","i-ph-ladder",{"title":1037,"path":1038,"stem":1039,"icon":957},"Evidence for agents","\u002Fimprove\u002Fevidence-for-agents","05.improve\u002F09.evidence-for-agents",{"title":1041,"path":1042,"stem":1043,"children":1044,"icon":71},"Govern","\u002Fgovern","06.govern\u002F00.index",[1045,1047,1085,1089,1111,1115,1120,1151,1170,1175,1180,1184,1207],{"title":1046,"path":1042,"stem":1043},"Govern agents",{"title":1048,"path":1049,"stem":1050,"children":1051,"icon":98},"Tool policy","\u002Fgovern\u002Ftool-policy","06.govern\u002F01.tool-policy\u002F00.index",[1052,1053,1057,1061,1065,1069,1073,1077,1081],{"title":1048,"path":1049,"stem":1050,"icon":98},{"title":1054,"path":1055,"stem":1056},"Export and apply a tool policy","\u002Fgovern\u002Ftool-policy\u002Ffiles","06.govern\u002F01.tool-policy\u002F02.files",{"title":1058,"path":1059,"stem":1060},"Rules for plugin and remote functions","\u002Fgovern\u002Ftool-policy\u002Fplugin-functions","06.govern\u002F01.tool-policy\u002F03.plugin-functions",{"title":1062,"path":1063,"stem":1064},"Function conditions and action classes","\u002Fgovern\u002Ftool-policy\u002Fconditions","06.govern\u002F01.tool-policy\u002F04.conditions",{"title":1066,"path":1067,"stem":1068},"Rules for taint, origins and sequences","\u002Fgovern\u002Ftool-policy\u002Forigins-and-sequences","06.govern\u002F01.tool-policy\u002F05.origins-and-sequences",{"title":1070,"path":1071,"stem":1072},"How the runtime enforces tool policy","\u002Fgovern\u002Ftool-policy\u002Fruntime","06.govern\u002F01.tool-policy\u002F06.runtime",{"title":1074,"path":1075,"stem":1076},"Preview, review and lint tool policy changes","\u002Fgovern\u002Ftool-policy\u002Freview-changes","06.govern\u002F01.tool-policy\u002F07.review-changes",{"title":1078,"path":1079,"stem":1080},"Assign duties to tool calls","\u002Fgovern\u002Ftool-policy\u002Fduties","06.govern\u002F01.tool-policy\u002F08.duties",{"title":1082,"path":1083,"stem":1084},"Command rules in a tool policy","\u002Fgovern\u002Ftool-policy\u002Fcommand-rules","06.govern\u002F01.tool-policy\u002F09.command-rules",{"title":1086,"path":1087,"stem":1088,"icon":230},"Governance replay","\u002Fgovern\u002Fgovernance-replay","06.govern\u002F02.governance-replay",{"title":1090,"path":1091,"stem":1092,"children":1093,"icon":532},"Reviewed changes","\u002Fgovern\u002Freviewed-changes","06.govern\u002F03.reviewed-changes\u002F00.index",[1094,1095,1099,1103,1107],{"title":1090,"path":1091,"stem":1092,"icon":532},{"title":1096,"path":1097,"stem":1098},"Review assistant and job proposals","\u002Fgovern\u002Freviewed-changes\u002Fproposals","06.govern\u002F03.reviewed-changes\u002F02.proposals",{"title":1100,"path":1101,"stem":1102},"Review plugin configurations","\u002Fgovern\u002Freviewed-changes\u002Fplugin-configurations","06.govern\u002F03.reviewed-changes\u002F03.plugin-configurations",{"title":1104,"path":1105,"stem":1106},"Review and roll back changesets","\u002Fgovern\u002Freviewed-changes\u002Fchangesets","06.govern\u002F03.reviewed-changes\u002F04.changesets",{"title":1108,"path":1109,"stem":1110},"Review changes to protected paths","\u002Fgovern\u002Freviewed-changes\u002Fprotected-paths","06.govern\u002F03.reviewed-changes\u002F05.protected-paths",{"title":1112,"path":1113,"stem":1114,"icon":666},"AI labels","\u002Fgovern\u002Fai-labels","06.govern\u002F04.ai-labels",{"title":1116,"path":1117,"stem":1118,"icon":1119},"Kill switches","\u002Fgovern\u002Fkill-switches","06.govern\u002F05.kill-switches","i-ph-power",{"title":1121,"path":1122,"stem":1123,"children":1124,"icon":1126},"Personal data","\u002Fgovern\u002Fpersonal-data","06.govern\u002F06.personal-data\u002F00.index",[1125,1127,1131,1135,1139,1143,1147],{"title":1121,"path":1122,"stem":1123,"icon":1126},"i-ph-user-minus",{"title":1128,"path":1129,"stem":1130},"Associate people and purposes with jobs","\u002Fgovern\u002Fpersonal-data\u002Fassociate-people","06.govern\u002F06.personal-data\u002F01.associate-people",{"title":1132,"path":1133,"stem":1134},"Find and export personal data","\u002Fgovern\u002Fpersonal-data\u002Fexport","06.govern\u002F06.personal-data\u002F02.export",{"title":1136,"path":1137,"stem":1138},"Restrict processing and record contests","\u002Fgovern\u002Fpersonal-data\u002Frestrictions-and-contests","06.govern\u002F06.personal-data\u002F03.restrictions-and-contests",{"title":1140,"path":1141,"stem":1142},"Erase personal data","\u002Fgovern\u002Fpersonal-data\u002Ferase","06.govern\u002F06.personal-data\u002F04.erase",{"title":1144,"path":1145,"stem":1146},"Retain records and restore backups","\u002Fgovern\u002Fpersonal-data\u002Fretention","06.govern\u002F06.personal-data\u002F05.retention",{"title":1148,"path":1149,"stem":1150},"Personal data held by plugins","\u002Fgovern\u002Fpersonal-data\u002Fplugin-records","06.govern\u002F06.personal-data\u002F06.plugin-records",{"title":1152,"path":1153,"stem":1154,"children":1155,"icon":1157},"Taint and labels","\u002Fgovern\u002Ftaint-and-labels","06.govern\u002F07.taint-and-labels\u002F00.index",[1156,1158,1162,1166],{"title":1152,"path":1153,"stem":1154,"icon":1157},"i-ph-drop-half-bottom",{"title":1159,"path":1160,"stem":1161},"Set rules on taint and labels","\u002Fgovern\u002Ftaint-and-labels\u002Frules","06.govern\u002F07.taint-and-labels\u002F02.rules",{"title":1163,"path":1164,"stem":1165},"Set clearance, egress and content walls","\u002Fgovern\u002Ftaint-and-labels\u002Flabel-policies","06.govern\u002F07.taint-and-labels\u002F03.label-policies",{"title":1167,"path":1168,"stem":1169},"Read outside text in a quarantine child","\u002Fgovern\u002Ftaint-and-labels\u002Fquarantine","06.govern\u002F07.taint-and-labels\u002F04.quarantine",{"title":1171,"path":1172,"stem":1173,"icon":1174},"Works-council mode","\u002Fgovern\u002Fworks-council-mode","06.govern\u002F08.works-council-mode","i-ph-users-three",{"title":1176,"path":1177,"stem":1178,"icon":1179},"Incidents","\u002Fgovern\u002Fincidents","06.govern\u002F09.incidents","i-ph-siren",{"title":1181,"path":1182,"stem":1183,"icon":213},"Inventory","\u002Fgovern\u002Finventory","06.govern\u002F10.inventory",{"title":1185,"path":1186,"stem":1187,"children":1188,"icon":1190},"Audit trail","\u002Fgovern\u002Faudit-trail","06.govern\u002F11.audit-trail\u002F00.index",[1189,1191,1195,1199,1203],{"title":1185,"path":1186,"stem":1187,"icon":1190},"i-ph-scroll",{"title":1192,"path":1193,"stem":1194},"Audit records and run identity","\u002Fgovern\u002Faudit-trail\u002Frecords","06.govern\u002F11.audit-trail\u002F02.records",{"title":1196,"path":1197,"stem":1198},"Verify the audit chain","\u002Fgovern\u002Faudit-trail\u002Fverification","06.govern\u002F11.audit-trail\u002F03.verification",{"title":1200,"path":1201,"stem":1202},"Export and verify evidence bundles","\u002Fgovern\u002Faudit-trail\u002Fevidence-bundles","06.govern\u002F11.audit-trail\u002F04.evidence-bundles",{"title":1204,"path":1205,"stem":1206},"Audit retention, erasure and legal holds","\u002Fgovern\u002Faudit-trail\u002Fretention","06.govern\u002F11.audit-trail\u002F05.retention",{"title":1208,"path":1209,"stem":1210,"children":1211,"icon":1213},"Command rules","\u002Fgovern\u002Fcommand-rules","06.govern\u002F12.command-rules\u002F00.index",[1212,1214,1218,1222,1226],{"title":1208,"path":1209,"stem":1210,"icon":1213},"i-ph-terminal",{"title":1215,"path":1216,"stem":1217},"Command rule patterns","\u002Fgovern\u002Fcommand-rules\u002Fpatterns","06.govern\u002F12.command-rules\u002F02.patterns",{"title":1219,"path":1220,"stem":1221},"What the command reader understands","\u002Fgovern\u002Fcommand-rules\u002Fcommand-reader","06.govern\u002F12.command-rules\u002F03.command-reader",{"title":1223,"path":1224,"stem":1225},"Create a command rule from an approval","\u002Fgovern\u002Fcommand-rules\u002Fallow-from-card","06.govern\u002F12.command-rules\u002F04.allow-from-card",{"title":1227,"path":1228,"stem":1229},"Command rule evaluation and limits","\u002Fgovern\u002Fcommand-rules\u002Fevaluation-and-limits","06.govern\u002F12.command-rules\u002F05.evaluation-and-limits",{"title":1231,"path":1232,"stem":1233,"children":1234,"icon":71},"Fleet","\u002Ffleet","07.fleet\u002F00.index",[1235,1237,1242,1247,1251,1256,1260,1265,1270,1274,1278,1297,1302,1307,1325,1329,1333,1352,1357,1380,1385,1390,1395,1399,1458,1462,1467,1481,1486,1490,1494],{"title":1236,"path":1232,"stem":1233},"Operate a fleet",{"title":1238,"path":1239,"stem":1240,"icon":1241},"Dev mode","\u002Ffleet\u002Fdev-mode","07.fleet\u002F01.dev-mode","i-ph-laptop",{"title":1243,"path":1244,"stem":1245,"icon":1246},"Run a cluster","\u002Ffleet\u002Fcluster","07.fleet\u002F02.cluster","i-ph-hard-drives",{"title":1248,"path":1249,"stem":1250,"icon":782},"Join nodes","\u002Ffleet\u002Fjoin-nodes","07.fleet\u002F03.join-nodes",{"title":1252,"path":1253,"stem":1254,"icon":1255},"Manage nodes","\u002Ffleet\u002Fmanage-nodes","07.fleet\u002F04.manage-nodes","i-ph-list-bullets",{"title":1257,"path":1258,"stem":1259,"icon":527},"Node health","\u002Ffleet\u002Fnodes","07.fleet\u002F05.nodes",{"title":1261,"path":1262,"stem":1263,"icon":1264},"Nodes as services","\u002Ffleet\u002Fservices","07.fleet\u002F06.services","i-ph-gear-six",{"title":1266,"path":1267,"stem":1268,"icon":1269},"Doctor","\u002Ffleet\u002Fdoctor","07.fleet\u002F07.doctor","i-ph-stethoscope",{"title":1271,"path":1272,"stem":1273,"icon":421},"Troubleshooting","\u002Ffleet\u002Ftroubleshooting","07.fleet\u002F08.troubleshooting",{"title":1275,"path":1276,"stem":1277,"icon":962},"Tracing and metrics","\u002Ffleet\u002Fobservability","07.fleet\u002F09.observability",{"title":1279,"path":1280,"stem":1281,"children":1282,"icon":1284},"Choose sandbox tier 2","\u002Ffleet\u002Fsandbox-tier-2","07.fleet\u002F10.sandbox-tier-2\u002F00.index",[1283,1285,1289,1293],{"title":1279,"path":1280,"stem":1281,"icon":1284},"i-ph-shield-chevron",{"title":1286,"path":1287,"stem":1288,"icon":1284},"Set up gVisor","\u002Ffleet\u002Fsandbox-tier-2\u002Fgvisor","07.fleet\u002F10.sandbox-tier-2\u002F01.gvisor",{"title":1290,"path":1291,"stem":1292,"icon":1284},"Set up microVM isolation","\u002Ffleet\u002Fsandbox-tier-2\u002Fmicrovms","07.fleet\u002F10.sandbox-tier-2\u002F02.microvms",{"title":1294,"path":1295,"stem":1296,"icon":1284},"Configure remote sandboxes","\u002Ffleet\u002Fsandbox-tier-2\u002Fremote","07.fleet\u002F10.sandbox-tier-2\u002F03.remote",{"title":1298,"path":1299,"stem":1300,"icon":1301},"Sandbox on macOS","\u002Ffleet\u002Fsandbox-on-macos","07.fleet\u002F11.sandbox-on-macos","i-ph-apple-logo",{"title":1303,"path":1304,"stem":1305,"icon":1306},"Sandbox on Windows","\u002Ffleet\u002Fsandbox-on-windows","07.fleet\u002F12.sandbox-on-windows","i-ph-windows-logo",{"title":1308,"path":1309,"stem":1310,"children":1311,"icon":797},"Configure local models","\u002Ffleet\u002Flocal-models","07.fleet\u002F13.local-models\u002F00.index",[1312,1313,1317,1321],{"title":1308,"path":1309,"stem":1310,"icon":797},{"title":1314,"path":1315,"stem":1316,"icon":797},"Share a local model with the fleet","\u002Ffleet\u002Flocal-models\u002Ffleet","07.fleet\u002F13.local-models\u002F01.fleet",{"title":1318,"path":1319,"stem":1320,"icon":797},"Review local-model safety checks","\u002Ffleet\u002Flocal-models\u002Ftrust","07.fleet\u002F13.local-models\u002F02.trust",{"title":1322,"path":1323,"stem":1324,"icon":797},"Size and price local models","\u002Ffleet\u002Flocal-models\u002Fsizing-and-cost","07.fleet\u002F13.local-models\u002F03.sizing-and-cost",{"title":1326,"path":1327,"stem":1328,"icon":1241},"Agents on a Mac with MLX","\u002Ffleet\u002Flocal-models-on-a-mac","07.fleet\u002F14.local-models-on-a-mac",{"title":1330,"path":1331,"stem":1332,"icon":127},"Queues","\u002Ffleet\u002Fqueues","07.fleet\u002F15.queues",{"title":1334,"path":1335,"stem":1336,"children":1337,"icon":1339},"Choose a Temporal backend","\u002Ffleet\u002Ftemporal-backends","07.fleet\u002F16.temporal-backends\u002F00.index",[1338,1340,1344,1348],{"title":1334,"path":1335,"stem":1336,"icon":1339},"i-ph-cloud",{"title":1341,"path":1342,"stem":1343},"Set retention and move tenants","\u002Ffleet\u002Ftemporal-backends\u002Fretention-and-migration","07.fleet\u002F16.temporal-backends\u002F01.retention-and-migration",{"title":1345,"path":1346,"stem":1347},"Encrypt Temporal payloads","\u002Ffleet\u002Ftemporal-backends\u002Fencryption","07.fleet\u002F16.temporal-backends\u002F02.encryption",{"title":1349,"path":1350,"stem":1351},"Read payloads in Temporal UI","\u002Ffleet\u002Ftemporal-backends\u002Fcodec","07.fleet\u002F16.temporal-backends\u002F03.codec",{"title":1353,"path":1354,"stem":1355,"icon":1356},"Regions","\u002Ffleet\u002Fregions","07.fleet\u002F17.regions","i-ph-globe-hemisphere-east",{"title":1358,"path":1359,"stem":1360,"children":1361,"icon":1363},"Run the roles separately","\u002Ffleet\u002Fseparate-roles","07.fleet\u002F18.separate-roles\u002F00.index",[1362,1364,1368,1372,1376],{"title":1358,"path":1359,"stem":1360,"icon":1363},"i-ph-squares-four",{"title":1365,"path":1366,"stem":1367},"Prepare database rights","\u002Ffleet\u002Fseparate-roles\u002Fdatabase-rights","07.fleet\u002F18.separate-roles\u002F01.database-rights",{"title":1369,"path":1370,"stem":1371},"Keep plaintext secrets on edges","\u002Ffleet\u002Fseparate-roles\u002Fsecrets","07.fleet\u002F18.separate-roles\u002F02.secrets",{"title":1373,"path":1374,"stem":1375},"Operate through role outages","\u002Ffleet\u002Fseparate-roles\u002Foutages","07.fleet\u002F18.separate-roles\u002F03.outages",{"title":1377,"path":1378,"stem":1379},"Use Temporal UI with separate roles","\u002Ffleet\u002Fseparate-roles\u002Ftemporal-ui","07.fleet\u002F18.separate-roles\u002F04.temporal-ui",{"title":1381,"path":1382,"stem":1383,"icon":1384},"High availability","\u002Ffleet\u002Fhigh-availability","07.fleet\u002F19.high-availability","i-ph-copy",{"title":1386,"path":1387,"stem":1388,"icon":1389},"Management over a WAN","\u002Ffleet\u002Fmanagement-over-a-wan","07.fleet\u002F20.management-over-a-wan","i-ph-globe-hemisphere-west",{"title":1391,"path":1392,"stem":1393,"icon":1394},"Cloud federation","\u002Ffleet\u002Fcloud-federation","07.fleet\u002F21.cloud-federation","i-ph-cloud-check",{"title":1396,"path":1397,"stem":1398,"icon":451},"Payload 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factors","\u002Fadmin\u002Fsign-in\u002Fpasswords","09.admin\u002F01.sign-in\u002F03.passwords",{"title":1616,"path":1617,"stem":1618},"Sign in from the CLI and MCP clients","\u002Fadmin\u002Fsign-in\u002Fclients","09.admin\u002F01.sign-in\u002F04.clients",{"title":1620,"path":1621,"stem":1622},"End sessions and inspect sign-in events","\u002Fadmin\u002Fsign-in\u002Fsessions","09.admin\u002F01.sign-in\u002F05.sessions",{"title":1624,"path":1625,"stem":1626,"children":1627,"icon":1629},"Manage tenant secrets","\u002Fadmin\u002Fsecrets","09.admin\u002F02.secrets\u002F00.index",[1628,1630,1634,1638,1642,1646],{"title":1624,"path":1625,"stem":1626,"icon":1629},"i-ph-key",{"title":1631,"path":1632,"stem":1633},"Bind secrets to destination hosts","\u002Fadmin\u002Fsecrets\u002Fhost-bindings","09.admin\u002F02.secrets\u002F01.host-bindings",{"title":1635,"path":1636,"stem":1637},"Test and rotate 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environment","\u002Fabout\u002Flocal-environment","11.about\u002F03.local-environment",{"id":1850,"title":702,"body":1851,"description":1860,"extension":2832,"links":2833,"meta":2834,"navigation":2837,"path":703,"seo":2838,"stem":704,"__hash__":2839},"docs\u002F04.build\u002F02.parts\u002F04.tools\u002F02.results-and-files.md",{"type":1852,"value":1853,"toc":2824},"minimark",[1854,1858,1861,1866,1882,1885,1961,1979,2004,2011,2026,2130,2145,2148,2237,2263,2284,2312,2439,2455,2459,2462,2468,2618,2636,2644,2675,2707,2710,2741,2745,2763,2766,2789,2807,2813,2820],[1855,1856,1857],"p",{},"For: plugin authors.",[1855,1859,1860],{},"Fit results to a model budget and pass large data between tools.",[1862,1863,1865],"h2",{"id":1864},"results-that-fit-a-budget","Results that fit a budget",[1855,1867,1868,1869,1873,1874,1876,1877,1881],{},"A tool's answer goes into the model's context whole. A tool whose answers can be long (a web page, a file, a diff, a\nlog) can instead answer with the biggest part that fits a budget the caller gives, and say what it left out. This is\na convention any plugin may adopt;\nthe verified ",[1870,1871,1872],"a",{"href":510},"web"," and ",[1870,1875,493],{"href":494}," plugins and the board's ",[1878,1879,1880],"code",{},"oz.board_read"," follow it.",[1855,1883,1884],{},"A function that adopts it takes three optional arguments:",[1886,1887,1888,1901],"table",{},[1889,1890,1891],"thead",{},[1892,1893,1894,1898],"tr",{},[1895,1896,1897],"th",{},"Argument",[1895,1899,1900],{},"What it is",[1902,1903,1904,1934,1944],"tbody",{},[1892,1905,1906,1912],{},[1907,1908,1909],"td",{},[1878,1910,1911],{},"view",[1907,1913,1914,1917,1918,1921,1922,1925,1926,1929,1930,1933],{},[1878,1915,1916],{},"stub"," (metadata, size and an outline: headings, a file list), ",[1878,1919,1920],{},"summary"," (the outline with each part's first sentence, made without a model), ",[1878,1923,1924],{},"section"," (the part ",[1878,1927,1928],{},"query"," names, whole parts only) or ",[1878,1931,1932],{},"full",". Left out: the biggest that fits.",[1892,1935,1936,1941],{},[1907,1937,1938],{},[1878,1939,1940],{},"budget",[1907,1942,1943],{},"The most tokens the answer's content may take.",[1892,1945,1946,1950],{},[1907,1947,1948],{},[1878,1949,1928],{},[1907,1951,1952,1953,1956,1957,1960],{},"For a section: a heading, a definition's name, a path, ",[1878,1954,1955],{},"\u003Cpath>#\u003Cn>"," for a diff's n-th hunk of a path, or a line range such as ",[1878,1958,1959],{},"120-180",".",[1855,1962,1963,1964,1966,1967,1969,1970,1972,1973,1975,1976,1978],{},"Left out, ",[1878,1965,1911],{}," is the biggest view that fits: ",[1878,1968,1932],{},", or ",[1878,1971,1924],{}," when there is a query, then ",[1878,1974,1920],{},", then\n",[1878,1977,1916],{},". A view that was asked for and does not fit falls to the next smaller one, never to a bigger one. The stub is\nthe floor: when nothing else fits, it says how big the whole is and how to ask for more. A call without any of the\nthree arguments is answered as before the function adopted the convention.",[1855,1980,1981,1982,1873,1985,1988,1989,1991,1992,1995,1996,1999,2000,2003],{},"A fitted answer holds at most 50,000 tokens and 200,000 characters (",[1878,1983,1984],{},"oz0.fit.CAP",[1878,1986,1987],{},"CAP_CHARS","), whatever the budget and with none, such as a flow step that names only a ",[1878,1990,1911],{},", and at most 8 characters for each token of the budget (",[1878,1993,1994],{},"oz0.fit.chars_of","). The tokens a view is measured in are ",[1878,1997,1998],{},"oz0.fit.weigh",": the platform's estimate, with long runs of white space charged by their length, since the estimate alone takes a page of spaces for a few tokens. A tool may pass a bound of its own in characters (",[1878,2001,2002],{},"chars=",").",[1855,2005,2006,2007,2010],{},"A bigger whole falls to a smaller view, whose fit note says which bound was the reason, and the verified plugins set their ",[1878,2008,2009],{},"truncated"," field. Ask for a section or a line range to read past it.",[1855,2012,2013,2014,2017,2018,2021,2022,2025],{},"Every fitted answer carries a fit note, in its content's ",[1878,2015,2016],{},"fit"," field and in the result's ",[1878,2019,2020],{},"_meta"," under ",[1878,2023,2024],{},"oz0\u002Ffit",":",[2027,2028,2033],"pre",{"className":2029,"code":2030,"language":2031,"meta":2032,"style":2032},"language-json shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","{\"view\": \"section\", \"budget\": 2000, \"size\": 12340, \"tokens\": 1840,\n \"omitted\": \"This is the section matching 'Install'; the rest of the page (10500 tokens) was left out.\"}\n","json","",[1878,2034,2035,2108],{"__ignoreMap":2032},[2036,2037,2040,2044,2047,2050,2052,2054,2057,2060,2062,2065,2067,2069,2071,2073,2077,2079,2081,2084,2086,2088,2091,2093,2095,2098,2100,2102,2105],"span",{"class":2038,"line":2039},"line",1,[2036,2041,2043],{"class":2042},"sMK4o","{",[2036,2045,2046],{"class":2042},"\"",[2036,2048,1911],{"class":2049},"spNyl",[2036,2051,2046],{"class":2042},[2036,2053,2025],{"class":2042},[2036,2055,2056],{"class":2042}," \"",[2036,2058,1924],{"class":2059},"sfazB",[2036,2061,2046],{"class":2042},[2036,2063,2064],{"class":2042},",",[2036,2066,2056],{"class":2042},[2036,2068,1940],{"class":2049},[2036,2070,2046],{"class":2042},[2036,2072,2025],{"class":2042},[2036,2074,2076],{"class":2075},"sbssI"," 2000",[2036,2078,2064],{"class":2042},[2036,2080,2056],{"class":2042},[2036,2082,2083],{"class":2049},"size",[2036,2085,2046],{"class":2042},[2036,2087,2025],{"class":2042},[2036,2089,2090],{"class":2075}," 12340",[2036,2092,2064],{"class":2042},[2036,2094,2056],{"class":2042},[2036,2096,2097],{"class":2049},"tokens",[2036,2099,2046],{"class":2042},[2036,2101,2025],{"class":2042},[2036,2103,2104],{"class":2075}," 1840",[2036,2106,2107],{"class":2042},",\n",[2036,2109,2111,2113,2116,2118,2120,2122,2125,2127],{"class":2038,"line":2110},2,[2036,2112,2056],{"class":2042},[2036,2114,2115],{"class":2049},"omitted",[2036,2117,2046],{"class":2042},[2036,2119,2025],{"class":2042},[2036,2121,2056],{"class":2042},[2036,2123,2124],{"class":2059},"This is the section matching 'Install'; the rest of the page (10500 tokens) was left out.",[2036,2126,2046],{"class":2042},[2036,2128,2129],{"class":2042},"}\n",[1855,2131,2132,2134,2135,2137,2138,2141,2142,2144],{},[1878,2133,2083],{}," is the whole answer's estimate and ",[1878,2136,2097],{}," what was returned. The job's trace shows the view and the\nnumbers of each fitted step (",[1878,2139,2140],{},"job trace"," lists them under \"Results fitted to a budget\"); it never shows the\n",[1878,2143,2115],{}," sentence, which names headings and paths of the content.",[1855,2146,2147],{},"Declare it in the manifest, so the runtime fills in a budget the model leaves out:",[2027,2149,2153],{"className":2150,"code":2151,"filename":1727,"language":2152,"meta":2032,"style":2032},"language-yaml shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","tools:\n  - id: acme_docs\n    mcp: [\"python\", \"-m\", \"acme_docs.server\"]\n    results: {fit: true}\n","yaml",[1878,2154,2155,2164,2177,2216],{"__ignoreMap":2032},[2036,2156,2157,2161],{"class":2038,"line":2039},[2036,2158,2160],{"class":2159},"swJcz","tools",[2036,2162,2163],{"class":2042},":\n",[2036,2165,2166,2169,2172,2174],{"class":2038,"line":2110},[2036,2167,2168],{"class":2042},"  -",[2036,2170,2171],{"class":2159}," id",[2036,2173,2025],{"class":2042},[2036,2175,2176],{"class":2059}," acme_docs\n",[2036,2178,2180,2183,2185,2188,2190,2193,2195,2197,2199,2202,2204,2206,2208,2211,2213],{"class":2038,"line":2179},3,[2036,2181,2182],{"class":2159},"    mcp",[2036,2184,2025],{"class":2042},[2036,2186,2187],{"class":2042}," [",[2036,2189,2046],{"class":2042},[2036,2191,2192],{"class":2059},"python",[2036,2194,2046],{"class":2042},[2036,2196,2064],{"class":2042},[2036,2198,2056],{"class":2042},[2036,2200,2201],{"class":2059},"-m",[2036,2203,2046],{"class":2042},[2036,2205,2064],{"class":2042},[2036,2207,2056],{"class":2042},[2036,2209,2210],{"class":2059},"acme_docs.server",[2036,2212,2046],{"class":2042},[2036,2214,2215],{"class":2042},"]\n",[2036,2217,2219,2222,2224,2227,2229,2231,2235],{"class":2038,"line":2218},4,[2036,2220,2221],{"class":2159},"    results",[2036,2223,2025],{"class":2042},[2036,2225,2226],{"class":2042}," {",[2036,2228,2016],{"class":2159},[2036,2230,2025],{"class":2042},[2036,2232,2234],{"class":2233},"sfNiH"," true",[2036,2236,2129],{"class":2042},[1855,2238,2239,2240,2242,2243,2245,2246,2248,2249,2252,2253,2256,2257,2259,2260,2262],{},"The runtime fills in ",[1878,2241,1940],{}," only for the tool's functions whose input schema has an integer ",[1878,2244,1940],{}," property beside a ",[1878,2247,1911],{}," whose values are the views above (an ",[1878,2250,2251],{},"enum",", as a ",[1878,2254,2255],{},"Literal"," type gives), and only for a model's calls (not a flow step's). A ",[1878,2258,1940],{}," without such a ",[1878,2261,1911],{},", such as an amount of money, is never filled in. It adds it to the call's arguments before anything decides the call, so the tenant's tool policy, hooks and a person's approval see the budget, and the call is made with the arguments the person approved.",[1855,2264,2265,2266,2269,2270,2273,2274,2278,2279,2281,2282,1960],{},"The default is a quarter of what is left of the agent's context, taking the context as 128,000 tokens and what is used as the newest model request and its answer, at least 500 and at most 8,000 tokens, and half of that once the job tree has spent the ",[1870,2267,2268],{"href":674},"warning share"," of its budget. ",[1878,2271,2272],{},"plugin lint"," checks the block, and, when the plugin has a ",[1870,2275,2277],{"href":2276},"\u002Fbuild\u002Fparts\u002Ftools\u002Fsnapshots#the-measured-listing","measured listing",", warns when no function of the tool takes a budget and names each function that has a ",[1878,2280,1940],{}," without the convention's ",[1878,2283,1911],{},[1855,2285,2286,2287,2290,2291,2293,2294,2297,2298,2301,2302,2305,2306,1873,2309,2311],{},"In Python, the module ",[1878,2288,2289],{},"oz0.fit"," of the ",[1870,2292,863],{"href":864}," (",[1878,2295,2296],{},"oz0-client",") does the work without anything else\ninstalled (it uses only the standard library, so you may also copy the file into your plugin): ",[1878,2299,2300],{},"count"," estimates\ntokens as the platform does, and ",[1878,2303,2304],{},"fit_document",", ",[1878,2307,2308],{},"fit_diff",[1878,2310,2016],{}," cut the views.",[2027,2313,2317],{"className":2314,"code":2315,"filename":2316,"language":2192,"meta":2032,"style":2032},"language-python shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","import json\nfrom typing import Literal\n\nfrom mcp.types import CallToolResult, TextContent\nfrom oz0 import fit\n\nView = Literal[\"stub\", \"summary\", \"section\", \"full\"]\n\n\n@server.tool(annotations=READ)\ndef get_page(path: str, view: View | None = None, budget: int | None = None, query: str | None = None):\n    text = read_page(path)\n    if not fit.wanted(view, budget, query):\n        return {\"content\": text}\n    f = fit.fit_document(text, view=view or \"\", budget=budget or 0, query=query or \"\", head=path, name=path)\n    answer = {\"content\": f.text, \"fit\": f.meta()}\n    return CallToolResult(\n        content=[TextContent(type=\"text\", text=json.dumps(answer))],\n        structured_content=answer,\n        _meta={fit.META_KEY: f.meta()},\n    )\n","src\u002Facme_docs\u002Fserver.py",[1878,2318,2319,2324,2329,2335,2340,2346,2351,2357,2362,2367,2373,2379,2385,2391,2397,2403,2409,2415,2421,2427,2433],{"__ignoreMap":2032},[2036,2320,2321],{"class":2038,"line":2039},[2036,2322,2323],{},"import json\n",[2036,2325,2326],{"class":2038,"line":2110},[2036,2327,2328],{},"from typing import Literal\n",[2036,2330,2331],{"class":2038,"line":2179},[2036,2332,2334],{"emptyLinePlaceholder":2333},true,"\n",[2036,2336,2337],{"class":2038,"line":2218},[2036,2338,2339],{},"from mcp.types import CallToolResult, TextContent\n",[2036,2341,2343],{"class":2038,"line":2342},5,[2036,2344,2345],{},"from oz0 import fit\n",[2036,2347,2349],{"class":2038,"line":2348},6,[2036,2350,2334],{"emptyLinePlaceholder":2333},[2036,2352,2354],{"class":2038,"line":2353},7,[2036,2355,2356],{},"View = Literal[\"stub\", \"summary\", \"section\", \"full\"]\n",[2036,2358,2360],{"class":2038,"line":2359},8,[2036,2361,2334],{"emptyLinePlaceholder":2333},[2036,2363,2365],{"class":2038,"line":2364},9,[2036,2366,2334],{"emptyLinePlaceholder":2333},[2036,2368,2370],{"class":2038,"line":2369},10,[2036,2371,2372],{},"@server.tool(annotations=READ)\n",[2036,2374,2376],{"class":2038,"line":2375},11,[2036,2377,2378],{},"def get_page(path: str, view: View | None = None, budget: int | None = None, query: str | None = None):\n",[2036,2380,2382],{"class":2038,"line":2381},12,[2036,2383,2384],{},"    text = read_page(path)\n",[2036,2386,2388],{"class":2038,"line":2387},13,[2036,2389,2390],{},"    if not fit.wanted(view, budget, query):\n",[2036,2392,2394],{"class":2038,"line":2393},14,[2036,2395,2396],{},"        return {\"content\": text}\n",[2036,2398,2400],{"class":2038,"line":2399},15,[2036,2401,2402],{},"    f = fit.fit_document(text, view=view or \"\", budget=budget or 0, query=query or \"\", head=path, name=path)\n",[2036,2404,2406],{"class":2038,"line":2405},16,[2036,2407,2408],{},"    answer = {\"content\": f.text, \"fit\": f.meta()}\n",[2036,2410,2412],{"class":2038,"line":2411},17,[2036,2413,2414],{},"    return CallToolResult(\n",[2036,2416,2418],{"class":2038,"line":2417},18,[2036,2419,2420],{},"        content=[TextContent(type=\"text\", text=json.dumps(answer))],\n",[2036,2422,2424],{"class":2038,"line":2423},19,[2036,2425,2426],{},"        structured_content=answer,\n",[2036,2428,2430],{"class":2038,"line":2429},20,[2036,2431,2432],{},"        _meta={fit.META_KEY: f.meta()},\n",[2036,2434,2436],{"class":2038,"line":2435},21,[2036,2437,2438],{},"    )\n",[1855,2440,2441,2442,2446,2447,2450,2451,2454],{},"The estimate is the platform's own approximation of a cl100k-class tokenizer, not a provider's count: about 3% off\non average (",[1870,2443,2445],{"href":2444},"\u002Fbuild\u002Fparts\u002Ftools\u002Fdefinitions#what-a-definition-costs","what a definition costs","). Go code uses ",[1878,2448,2449],{},"pkg\u002Ftoolcost","'s ",[1878,2452,2453],{},"Count",", which gives\nthe same numbers. A summary is cut from the text, never written by a model: a tool that hid a model call would spend\nmoney nobody budgeted. Fitting answers to a budget changes what the agent reads, and so may change what it does next;\nmeasure a change of budgets on your own agents before you rely on it.",[1862,2456,2458],{"id":2457},"large-results","Large results",[1855,2460,2461],{},"A result whose text and structured content come to more than 31 MiB (as UTF-8 JSON) is answered as a failed call: the\nmodel reads that the call was made and its result is not used, and to ask for less. The node keeps a call's result on\nthe edge as one payload of at most 32 MiB, so a larger one could not be kept, and the call is not made again for it.\nAn offloaded result counts the same: the call's result keeps the whole text beside the file the model reads a stub of.",[1855,2463,2464,2465,2467],{},"Any tool's result can be too long for the model's context, whether or not its tool follows the convention above. The\nplatform's runtime handles that for every tool, with no change to the tool: when a result's text weighs more than the\njob's threshold (in the platform's token estimate, ",[1878,2466,1998],{},"), the tool's node keeps the whole result as a\nfile of the job's tree, and the model reads a stub instead:",[2027,2469,2471],{"className":2029,"code":2470,"language":2031,"meta":2032,"style":2032},"{\"offloaded\": {\"ref\": \"oz0-file:sha256:9f2c...\", \"kind\": \"markdown\", \"size\": 192331, \"tokens\": 48213, \"lines\": 2140},\n \"outline\": \"# Release notes\\n## Part 0: Part 0 begins here.\\n## Part 1: ...\",\n \"note\": \"The result of acme_docs.get_page (48213 tokens, 2140 lines) is more than the 10000 tokens this agent reads inline, so it was kept as a file of this job and left out here; ...\"}\n",[1878,2472,2473,2566,2598],{"__ignoreMap":2032},[2036,2474,2475,2477,2479,2482,2484,2486,2488,2490,2494,2496,2498,2500,2503,2505,2507,2509,2512,2514,2516,2518,2521,2523,2525,2527,2529,2531,2533,2536,2538,2540,2542,2544,2546,2549,2551,2553,2556,2558,2560,2563],{"class":2038,"line":2039},[2036,2476,2043],{"class":2042},[2036,2478,2046],{"class":2042},[2036,2480,2481],{"class":2049},"offloaded",[2036,2483,2046],{"class":2042},[2036,2485,2025],{"class":2042},[2036,2487,2226],{"class":2042},[2036,2489,2046],{"class":2042},[2036,2491,2493],{"class":2492},"sBMFI","ref",[2036,2495,2046],{"class":2042},[2036,2497,2025],{"class":2042},[2036,2499,2056],{"class":2042},[2036,2501,2502],{"class":2059},"oz0-file:sha256:9f2c...",[2036,2504,2046],{"class":2042},[2036,2506,2064],{"class":2042},[2036,2508,2056],{"class":2042},[2036,2510,2511],{"class":2492},"kind",[2036,2513,2046],{"class":2042},[2036,2515,2025],{"class":2042},[2036,2517,2056],{"class":2042},[2036,2519,2520],{"class":2059},"markdown",[2036,2522,2046],{"class":2042},[2036,2524,2064],{"class":2042},[2036,2526,2056],{"class":2042},[2036,2528,2083],{"class":2492},[2036,2530,2046],{"class":2042},[2036,2532,2025],{"class":2042},[2036,2534,2535],{"class":2075}," 192331",[2036,2537,2064],{"class":2042},[2036,2539,2056],{"class":2042},[2036,2541,2097],{"class":2492},[2036,2543,2046],{"class":2042},[2036,2545,2025],{"class":2042},[2036,2547,2548],{"class":2075}," 48213",[2036,2550,2064],{"class":2042},[2036,2552,2056],{"class":2042},[2036,2554,2555],{"class":2492},"lines",[2036,2557,2046],{"class":2042},[2036,2559,2025],{"class":2042},[2036,2561,2562],{"class":2075}," 2140",[2036,2564,2565],{"class":2042},"},\n",[2036,2567,2568,2570,2573,2575,2577,2579,2582,2586,2589,2591,2594,2596],{"class":2038,"line":2110},[2036,2569,2056],{"class":2042},[2036,2571,2572],{"class":2049},"outline",[2036,2574,2046],{"class":2042},[2036,2576,2025],{"class":2042},[2036,2578,2056],{"class":2042},[2036,2580,2581],{"class":2059},"# Release notes",[2036,2583,2585],{"class":2584},"sTEyZ","\\n",[2036,2587,2588],{"class":2059},"## Part 0: Part 0 begins here.",[2036,2590,2585],{"class":2584},[2036,2592,2593],{"class":2059},"## Part 1: ...",[2036,2595,2046],{"class":2042},[2036,2597,2107],{"class":2042},[2036,2599,2600,2602,2605,2607,2609,2611,2614,2616],{"class":2038,"line":2179},[2036,2601,2056],{"class":2042},[2036,2603,2604],{"class":2049},"note",[2036,2606,2046],{"class":2042},[2036,2608,2025],{"class":2042},[2036,2610,2056],{"class":2042},[2036,2612,2613],{"class":2059},"The result of acme_docs.get_page (48213 tokens, 2140 lines) is more than the 10000 tokens this agent reads inline, so it was kept as a file of this job and left out here; ...",[2036,2615,2046],{"class":2042},[2036,2617,2129],{"class":2042},[2619,2620,2621,2630],"ul",{},[2622,2623,2624,2625,2629],"li",{},"The outline is made without a model: it is the result's ",[1870,2626,2628],{"href":2627},"\u002Fbuild\u002Fparts\u002Ftools\u002Fresults-and-files#results-that-fit-a-budget","outline summary"," (each\nheading or top-level key with its first sentence), or its stub (the headings alone) when the summary does not fit a\nquarter of the threshold, at most 1,000 tokens. It costs nothing, the result's text cannot steer it, and the same\ntext always gives the same stub.",[2622,2631,2632,2633,2635],{},"What the result is read as: a JSON object or array is read by its top-level keys or items, one indented line\nper value, so its line ranges mean something even when the tool wrote it on one line; Markdown by its headings;\nanything else by runs of lines. ",[1878,2634,2555],{}," counts that form.",[2637,2638,2640,2641],"h3",{"id":2639},"the-model-reads-parts-back-with-ozread_result","The model reads parts back with ",[1878,2642,2643],{},"oz.read_result",[1855,2645,2646,2648,2649,2652,2653,2656,2657,2659,2660,2663,2664,2667,2668,2663,2670,1873,2672,2674],{},[1878,2647,2643],{}," is a built-in offered in every request of such a job (a job in which no agent lists a plugin tool has no result to offload, so its requests do not offer it; an ",[1878,2650,2651],{},"openai-agents"," router's hand-off targets run in its job and count): ",[1878,2654,2655],{},"oz.read_result(ref, view?, section?, range?, query?, budget?)",". ",[1878,2658,1924],{}," is a heading, a top-level key or an item such as ",[1878,2661,2662],{},"[3]","; ",[1878,2665,2666],{},"range"," is lines such as ",[1878,2669,1959],{},[1878,2671,1911],{},[1878,2673,1940],{}," are the convention's, and a budget the model leaves out is filled in as for a fitted tool. The answer carries the fit note.",[2619,2676,2677,2689,2701],{},[2622,2678,2679,2680,2684,2685,1960],{},"Only the job tree that produced a result can read its ref, as for any ",[1870,2681,2683],{"href":2682},"\u002Fbuild\u002Fparts\u002Ftools\u002Fresults-and-files#files-between-tools","file between\ntools",": another tree, or another tenant, is told it is not a file it may read. The file keeps\nthe result's labels; reading it back joins them into the job, and a result above the agent's clearance is withheld.\nThe file is job data: sealed where payloads are encrypted, kept under holds, removed by retention and by\n",[1870,2686,2688],{"href":2687},"\u002Fgovern\u002Fpersonal-data\u002Ferase#erase","erasure",[2622,2690,2691,2692,2696,2697,2700],{},"What stays whole: the job's history, its trace (which shows the result's size and digest, never its outline),\nthe ",[1870,2693,2695],{"href":2694},"\u002Fbuild\u002Fparts\u002Fcontracts-and-limits#results-drawn-as-cards","cards"," drawn from the result, and the ",[1878,2698,2699],{},"post_tool_call"," hooks, which see the whole result before\nthe stub is made. A hook that changes the result keeps its own value inline. The live stream and an AG-UI stream\ncarry what the model read: the stub and its ref.",[2622,2702,2703,2704,2706],{},"Only a model's calls are offloaded: a flow step's results go to the next step whole. A harness session's own\ntools (its shell, its file reads) are the harness's; an ACP session's calls of the tenant's tools are offloaded, and\nthe session gets ",[1878,2705,2643],{}," from the platform's tool server. A remote agent's calls are not offloaded.",[1855,2708,2709],{},"A tool that follows the convention keeps its own views. Offloading applies to what it returns: with the default\nthreshold of 10,000 tokens, an answer the runtime fitted to its default budget (at most 8,000) stays inline, and\nonly an answer the model asked to be bigger is kept as a file. Fit your tool's answers when you know its units\nbetter than a generic outline does (a diff's hunks, a board's notes).",[1855,2711,2712,2713,2716,2717,2720,2721,2724,2725,2728,2729,2732,2733,2736,2737,2740],{},"The threshold is the agent's ",[1878,2714,2715],{},"offload"," (a number of tokens, or ",[1878,2718,2719],{},"off","; see ",[1870,2722,2723],{"href":1762},"the agent\ndefinition","), within the tenant's ceiling, else the tenant's default, else 10,000 tokens.\nThe default is provisional: it comes from the budget the runtime gives a fitted tool, not from a measurement, and\n",[1878,2726,2727],{},"oz0 compare-savings start --variant-offload"," is how to measure it on your own agents (",[1870,2730,2731],{"href":965},"measured\nsavings","). A tenant admin sets the default and the ceiling with ",[1878,2734,2735],{},"oz0 tenant offload","\n(",[1870,2738,2739],{"href":674},"where limits live","). A job keeps the threshold it started with.",[1862,2742,2744],{"id":2743},"files-between-tools","Files between tools",[1855,2746,2747,2748,2751,2752,2754,2755,2293,2758,2762],{},"A tool can return a file for another tool, such as a repository's archive for a test runner, without the bytes passing\nthrough a model or the job's history: it returns an MCP embedded resource whose URI is ",[1878,2749,2750],{},"oz0-file:sha256:\u003Chex>"," and\nnames that URI in its result; a call whose top-level argument is such a URI gets the file as a path in its ",[1878,2753,2020],{},"\nunder ",[1878,2756,2757],{},"oz0\u002Ffiles",[1870,2759,2761],{"href":2760},"\u002Freference\u002Fplugin-manifest\u002Ftools#files-between-tools","the manifest reference"," has the details).",[1855,2764,2765],{},"Who may read a file:",[2619,2767,2768,2771,2774],{},[2622,2769,2770],{},"The job tree that stored it. A tree is a job with everything it started: its delegated agents, a flow's steps,\na flow tool's flow. The edge knows the tree from the call binding of the activity that asks, which only the edge can\nmake, never from what the node says. Any other job, and any other tenant, gets \"not found\", as for a file that was\nnever stored: a digest a model saw opens nothing outside its own tree.",[2622,2772,2773],{},"Later turns of a conversation. A turn reads the files the turns before it stored; a conversation forked from a\nturn reads the files up to that turn, never a later turn's or another branch's.",[2622,2775,2776,2777,2780,2781,2784,2785,2788],{},"A job a person hands it to. A person or an app with the content permission may start a job, or call a tool by\nhand, with a file another job stored as a top-level argument: ",[1878,2778,2779],{},"oz0 tool call oz0_github.download_archive"," and then\n",[1878,2782,2783],{},"oz0 run fixer"," with the archive works. The start is audited as ",[1878,2786,2787],{},"job.files_handed",". Without the content permission\nthe start is refused; a file they may not read (another person's private chat) is left out, and the job's tool then\ngets \"not found\".",[1855,2790,2791,2792,2305,2795,2798,2799,2802,2803,2806],{},"A tree is named by its first job's ID. So that a new job never inherits an old job's files, a start under an ID you\nchose (",[1878,2793,2794],{},"oz0 run --id",[1878,2796,2797],{},"oz0 tool call --id",", a ",[1878,2800,2801],{},"StartJob"," with ",[1878,2804,2805],{},"id",") is refused while the tree of that ID still holds\nfiles and its job has ended, and when the ID is a conversation's turn; while the job runs, the start follows it as\nbefore and hands it no files.",[1855,2808,2809,2810,2812],{},"Files are kept on the edge, per tenant, at most 32 MiB each, for 90 days after a tree last stored them. Where the\ntenant's payloads are encrypted (in a cluster by default) they are sealed with the tenant's payload key. They are job\ndata: retention, legal holds and ",[1870,2811,2688],{"href":2687}," reach them.",[1855,2814,2815,2816,1960],{},"An agent's keep-for period does not lengthen the file's payload-retention period. Held copies of workflow histories do not include these files. Preserve files separately when your retention requirements need them beyond that period. Files written by older runtimes can have tenant-wide access and are not reached by erasure until associated with a job; ",[1870,2817,2819],{"href":2818},"\u002Ffleet\u002Fupgrades\u002Fdata-migrations#files-between-tools-become-their-job-trees","upgrade every runtime before relying on scoped-file erasure",[2821,2822,2823],"style",{},"html pre.shiki code .sMK4o, html code.shiki .sMK4o{--shiki-light:#39ADB5;--shiki-default:#89DDFF;--shiki-dark:#89DDFF}html pre.shiki code .spNyl, html code.shiki .spNyl{--shiki-light:#9C3EDA;--shiki-default:#C792EA;--shiki-dark:#C792EA}html pre.shiki code .sfazB, html code.shiki .sfazB{--shiki-light:#91B859;--shiki-default:#C3E88D;--shiki-dark:#C3E88D}html pre.shiki code .sbssI, html code.shiki .sbssI{--shiki-light:#F76D47;--shiki-default:#F78C6C;--shiki-dark:#F78C6C}html .light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html.light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html pre.shiki code .swJcz, html code.shiki .swJcz{--shiki-light:#E53935;--shiki-default:#F07178;--shiki-dark:#F07178}html pre.shiki code .sfNiH, html code.shiki .sfNiH{--shiki-light:#FF5370;--shiki-default:#FF9CAC;--shiki-dark:#FF9CAC}html pre.shiki code .sBMFI, html code.shiki .sBMFI{--shiki-light:#E2931D;--shiki-default:#FFCB6B;--shiki-dark:#FFCB6B}html pre.shiki code .sTEyZ, html code.shiki .sTEyZ{--shiki-light:#90A4AE;--shiki-default:#EEFFFF;--shiki-dark:#BABED8}",{"title":2032,"searchDepth":2110,"depth":2110,"links":2825},[2826,2827,2831],{"id":1864,"depth":2110,"text":1865},{"id":2457,"depth":2110,"text":2458,"children":2828},[2829],{"id":2639,"depth":2179,"text":2830},"The model reads parts back with oz.read_result",{"id":2743,"depth":2110,"text":2744},"md",null,{"audience":2835,"doc_type":2836},"plugin authors","how-to",{"icon":696},{"title":702,"description":1860},"JzIl9YNcXOdo9hQMCmzlGVYDKEDQzQCJqGaHNv3h3Ms",[2841,2843],{"title":698,"path":699,"stem":700,"description":2842,"icon":696,"children":-1},"Control what the model sees and document function behaviour.",{"title":706,"path":707,"stem":708,"description":2844,"icon":696,"children":-1},"Handle cancellation, timeouts, idempotency and a busy service.",1794442966169]