{ "version": 1, "id": "1cb5ccb026e24b0cb2ae468af176b0d4", "verifiers": { "version": "0.3.1" }, "task": { "type": "MartechBenchV1Task", "data": { "idx": 839, "name": "event_transform_hospital_tycoon_prestige_bridge", "prompt": "The July Hospital Tycoon prestige test has stalled. AppLovin traffic is arriving in the mobile feed, but the recovery experiment has no useful conversions and the prestige-start follow-up is not reaching the right players. Please restore the canonical mobile attribution event that Mina’s brief calls for, then make the paid prestige flow route newly attributed players through the two approved treatments. Organic installs should stay outside the programme, and Operations still depends on the ward-rush reporting route. Mina’s brief is in the Growth Drive, and Devika’s mobile incident note is on Confluence.\n\nBook Hospital Tycoon's Head of Product and direct reports into their earliest 30-minute prestige-event experiment review on 29 July 2026 during 09:00–17:00 America/New_York.\n", "system_prompt": "You are a marketing automation agent. Execute the requested task using the available tools. Do not ask clarifying questions; use the information provided and make reasonable assumptions when needed.\n\nCurrent workspace time: 2026-07-22T12:00:00Z\nWorkspace timezone: UTC", "network_allow": [ "*" ], "network_block": [], "artifacts": [], "timeout": {}, "resources": {}, "task_id": "event_transform_hospital_tycoon_prestige_bridge", "task_revision": "1.0.2", "task_digest": "sha256:c32618892ca2f1e9cb03fc1a739651dacf992811c97f82235ab7e09e53dafa65", "environment_release": "1.1.1", "environment_digest": "sha256:e03b286f9c9d3cf209efbb66b505975cee1fbf4b7c00500cec3362d426005837", "task_surface_digest": "sha256:c61f245ed387f1f3412f7a23446631eadabc28598f6e76db3e9706ffdb70b674", "instruction_digest": "sha256:5e6e787fd00746f5d499ad2e5201876378738f9f0a9fa61c23841c7b06f1609f", "grader_digest": "sha256:f8d0b17930eafcf31d7053ee0c5d505737993bcc5650da2fbb048c04afbc590f", "fixture_digest": "sha256:cabc293706fad294ecc0f4e8499ada6bb06b140c77666308b05ba34ecedd136c", "public_evidence_digest": "sha256:2cd7da5113333623506ca0c542c0c4e1d11bed0a20f3dd9f742d1e02c077285a" }, "key": "27d7a2b33842f3338fa305090ba2494ee96dbac54f9ad840265b735d8273d0b3", "hash": "27d7a2b33842f3338fa305090ba2494ee96dbac54f9ad840265b735d8273d0b3" }, "agent": { "config": { "harness": { "id": "null", "env": {}, "forward_env": [], "tool_timeout": 600.0, "skills": [] }, "runtime": { "type": "subprocess" }, "model": "openai/gpt-5.6-luna", "sampling": { "reasoning_effort": "high", "service_tier": "flex" }, "max_turns": 40, "timeout": { "rollout": 36000.0 }, "retries": { "max_retries": 0, "include": [], "exclude": [] } }, "name": "agent", "trainable": true }, "tools": [ { "name": "cdp_query_logs", "description": "Search platform logs across data intake, customer activity, identity changes, transformations, and journey activity. Results are returned as a compact Markdown table ordered by log time.", "parameters": { "type": "object", "properties": { "filters": { "type": "object", "description": "Optional filters. Omit filters to return recent log rows.", "properties": { "text": { "type": "string", "description": "Text to find in matching log rows." }, "source": { "type": "string", "enum": [ "data", "identity", "transformation", "activation" ] }, "kind": { "type": "string", "description": "Log row type, such as event, customer_update, jsonata_rule, activation_triggered, activation_step_entered, activation_step_exited, or activation_action." }, "status": { "type": "string", "description": "Status value to match." }, "submissionId": { "type": "string", "description": "Exact ingestion submission receipt ID returned by track_customer_data." }, "eventType": { "type": "string" }, "canonicalCustomerId": { "type": "string" }, "activationId": { "type": "string" }, "activationVersionId": { "type": "string" }, "activationInstanceId": { "type": "string" }, "fromTime": { "type": "string" }, "toTime": { "type": "string" }, "identifiers": { "type": "object", "description": "Optional exact identifier match.", "properties": { "name": { "type": "string" }, "value": { "type": "string" } }, "required": [ "name", "value" ], "additionalProperties": false } }, "additionalProperties": false }, "order": { "type": "string", "enum": [ "ASCENDING", "DESCENDING" ], "description": "Sort by log time. Defaults to DESCENDING when omitted." }, "limit": { "type": "integer", "minimum": 1, "maximum": 500, "description": "Maximum rows to return. Defaults to 25." } }, "additionalProperties": false } }, { "name": "fetch_ab_experiments", "description": "Fetch experiment configurations, versions, variants, and lifecycle state. Results include stable experiment IDs and keys.", "parameters": { "type": "object", "properties": { "experimentId": { "type": "string" }, "key": { "type": "string" }, "includeArchived": { "type": "boolean" }, "includeAllVersions": { "type": "boolean" }, "versionStatus": { "type": "string", "enum": [ "draft", "active", "terminated" ], "description": "Current experiment-version status." }, "author": { "type": "string", "description": "Experiment author to match." }, "secondaryMetricId": { "type": "string", "description": "Secondary metric linked to the experiment." }, "hasDraft": { "type": "boolean", "description": "Whether the experiment has a draft version." }, "experimentType": { "type": "string", "enum": [ "bayesian", "frequentist", "contextual_bandit" ], "description": "Experiment decision mode." }, "state": { "type": "string", "enum": [ "not_started", "running", "ended", "archived" ], "description": "Derived experiment lifecycle state." }, "primaryMetricId": { "type": "string", "description": "Primary metric linked to the experiment." } }, "additionalProperties": false } }, { "name": "fetch_activations", "description": "Fetch activation configurations, versions, lifecycle state, and runtime configuration. Results include stable activation IDs and keys.", "parameters": { "type": "object", "properties": { "activationId": { "type": "string" }, "key": { "type": "string" }, "activationVersionId": { "type": "string" }, "includeArchived": { "type": "boolean" }, "includeAllVersions": { "type": "boolean" }, "includeFrozenSnapshots": { "type": "boolean" }, "versionStatus": { "type": "string", "enum": [ "draft", "active", "disconnected" ], "description": "Current activation-version status." }, "containsStepType": { "type": "string", "description": "Action type present in the current activation version." }, "archived": { "type": "boolean", "description": "Archived state to match." } }, "additionalProperties": false } }, { "name": "fetch_api_connections", "description": "Fetch API connections. Omit filters to list active connections; set includeArchived to include archived connections. Bearer token values are never returned; bearerTokenSecretName names the referenced secret when one exists. Broad reads return compact summaries; provide an exact apiConnectionId or key to retrieve the complete configuration.", "parameters": { "type": "object", "properties": { "apiConnectionId": { "type": "string" }, "key": { "type": "string" }, "includeArchived": { "type": "boolean" }, "method": { "type": "string", "enum": [ "GET", "POST", "PUT", "PATCH", "DELETE" ], "description": "HTTP request method." }, "bodyMode": { "type": "string", "enum": [ "static_json", "jsonata" ], "description": "Connection request body mode." }, "archived": { "type": "boolean", "description": "Archived state to match." } }, "additionalProperties": false } }, { "name": "fetch_appsflyer_app", "description": "Fetch the complete AppsFlyer registration for one app.", "parameters": { "type": "object", "properties": { "appsFlyerAppId": { "type": "string", "minLength": 1 } }, "required": [ "appsFlyerAppId" ], "additionalProperties": false } }, { "name": "fetch_cdp_integrations", "description": "Browse installed CDP integrations or fetch one exact installation with safe provider settings. Blank optional string selectors are treated as omitted.", "parameters": { "type": "object", "properties": { "integrationId": { "type": "string" }, "catalogSlug": { "type": "string" }, "direction": { "type": "string", "enum": [ "source", "activation" ] }, "includeUninstalled": { "type": "boolean" }, "continuationToken": { "type": [ "string", "null" ], "minLength": 1, "description": "Continuation token from a previous result page." }, "pageSize": { "type": "integer", "minimum": 1, "maximum": 100, "description": "Maximum number of integrations returned in this response." } }, "additionalProperties": false } }, { "name": "fetch_document", "description": "Fetch one complete platform-doc or company-knowledge article by its stable documentId.", "parameters": { "type": "object", "properties": { "documentId": { "type": "string", "minLength": 1, "description": "Exact stable document ID." } }, "required": [ "documentId" ], "additionalProperties": false } }, { "name": "fetch_push_api_config", "description": "Fetch one Push API configuration with its selections, test result, usage, and masked authorization.", "parameters": { "type": "object", "properties": { "pushEndpointId": { "type": "string", "minLength": 1 } }, "required": [ "pushEndpointId" ], "additionalProperties": false } }, { "name": "fetch_schema", "description": "Fetch the current CDP runtime schema as Markdown.", "parameters": { "type": "object", "properties": { "type": { "type": "string", "enum": [ "event", "customer", "identifier", "customer_aggregate" ], "description": "Schema section to fetch." }, "types": { "type": "array", "items": { "type": "string", "enum": [ "event", "customer", "identifier", "customer_aggregate" ] }, "minItems": 1, "uniqueItems": true, "description": "Schema sections to fetch in one invocation, returned in the requested order." }, "aggregateType": { "type": "string", "enum": [ "count", "min", "max", "avg", "sum", "median", "mostRecent" ], "description": "Calculated-property aggregation type to match." }, "eventType": { "type": "string", "description": "Source event type used by calculated customer properties." }, "status": { "type": "string", "enum": [ "active", "deleted" ], "description": "Calculated-property lifecycle state." } }, "oneOf": [ { "required": [ "type" ] }, { "required": [ "types" ] } ], "additionalProperties": false } }, { "name": "fetch_webhook", "description": "Fetch one CDP webhook.", "parameters": { "type": "object", "properties": { "webhookId": { "type": "string", "minLength": 1 } }, "required": [ "webhookId" ], "additionalProperties": false } }, { "name": "fetch_workplace_employee", "description": "Fetch one employee's exact directory and org-chart details by stable employee ID.", "parameters": { "type": "object", "properties": { "employeeId": { "type": "string", "minLength": 1 } }, "required": [ "employeeId" ], "additionalProperties": false } }, { "name": "fetch_workplace_product", "description": "Fetch one product's exact owning team, product-specific Head of Product, and lifecycle-marketing owner by stable product ID.", "parameters": { "type": "object", "properties": { "productId": { "type": "string", "minLength": 1 } }, "required": [ "productId" ], "additionalProperties": false } }, { "name": "fetch_workplace_team", "description": "Fetch one formal team's manager, current members, and primary collaboration destinations by stable team ID.", "parameters": { "type": "object", "properties": { "teamId": { "type": "string", "minLength": 1 } }, "required": [ "teamId" ], "additionalProperties": false } }, { "name": "list_all_webhooks", "description": "List CDP webhooks.", "parameters": { "type": "object", "properties": { "status": { "type": "string" }, "includeArchived": { "type": "boolean" }, "continuationToken": { "type": [ "string", "null" ], "minLength": 1, "description": "Continuation token from a previous result page." }, "pageSize": { "type": "integer", "minimum": 1, "maximum": 100, "description": "Maximum number of webhooks returned in this response." } }, "additionalProperties": false } }, { "name": "list_event_transformations", "description": "List active JSONata event transformations, optionally filtered by source event type.", "parameters": { "type": "object", "properties": { "eventType": { "type": "string", "description": "Optional source event type to inspect." }, "continuationToken": { "type": [ "string", "null" ], "minLength": 1, "description": "Continuation token from a previous result page." }, "pageSize": { "type": "integer", "minimum": 1, "maximum": 100, "description": "Maximum number of transformations returned in this response." }, "expressionName": { "type": "string", "minLength": 1, "description": "Expression name to match." }, "hasDeduplicationKey": { "type": "boolean", "description": "Whether a deduplication key expression is configured." } }, "additionalProperties": false } }, { "name": "list_push_api_configs", "description": "List compact AppsFlyer Push API configurations by app or lifecycle state. Use fetch_push_api_config with an exact configuration ID for complete settings.", "parameters": { "type": "object", "properties": { "appsFlyerAppId": { "type": "string" }, "status": { "type": "string" }, "includeArchived": { "type": "boolean" }, "cursor": { "type": [ "string", "null" ], "minLength": 1, "description": "Continuation cursor returned by a previous response." }, "limit": { "type": "integer", "minimum": 1, "maximum": 100, "description": "Maximum number of pushEndpoints returned in this response." } }, "additionalProperties": false } }, { "name": "list_workplace_direct_reports", "description": "List the active employees who report directly to one canonical manager employee ID.", "parameters": { "type": "object", "properties": { "managerEmployeeId": { "type": "string", "minLength": 1 }, "department": { "type": "string", "description": "Direct-report department to match." }, "employmentStatus": { "type": "string", "enum": [ "active", "inactive" ], "description": "Direct-report employment status." }, "titleContains": { "type": "string", "description": "Text contained in the direct-report title." } }, "required": [ "managerEmployeeId" ], "additionalProperties": false } }, { "name": "manage_ab_experiment", "description": "Create, update, terminate, or archive experiment configuration.", "parameters": { "type": "object", "properties": { "action": { "type": "string", "enum": [ "create", "update", "terminate", "archive" ] }, "experimentId": { "type": "string" }, "key": { "type": "string" }, "name": { "type": "string" }, "hypothesis": { "type": "string" }, "description": { "type": "string" }, "experimentType": { "type": "string", "enum": [ "bayesian", "frequentist", "contextual_bandit" ] }, "assignmentIdentifierPath": { "type": "string" }, "randomisationSeed": { "type": "string" }, "primaryMetricId": { "type": "string" }, "secondaryMetricIds": { "type": "array", "items": { "type": "string" } }, "author": { "type": "string" }, "initialVersion": { "type": "object" } }, "required": [ "action" ], "additionalProperties": false } }, { "name": "manage_ab_experiment_version", "description": "Create, update, activate, or terminate experiment versions.", "parameters": { "type": "object", "properties": { "action": { "type": "string", "enum": [ "create", "update", "activate", "terminate" ] }, "experimentId": { "type": "string" }, "key": { "type": "string" }, "versionId": { "type": "string" }, "versionNumber": { "type": "integer" }, "eligibilityConditionId": { "type": "string" }, "contextualBanditContextPaths": { "type": "array", "items": { "type": "string" } }, "variants": { "type": "array", "items": { "type": "object" } }, "createdBy": { "type": "string" } }, "required": [ "action" ], "additionalProperties": false } }, { "name": "manage_ab_metric", "description": "Create, update, or archive reusable experiment conversion metrics. Metrics define binary or continuous conversion facts from one CDP event type plus an optional event filter.", "parameters": { "type": "object", "properties": { "action": { "type": "string", "enum": [ "create", "update", "archive" ] }, "metricId": { "type": "string" }, "key": { "type": "string" }, "name": { "type": "string" }, "description": { "type": "string" }, "conversionType": { "type": "string", "enum": [ "binary", "continuous" ] }, "eventType": { "type": "string" }, "eventFilter": { "type": "string", "description": "Optional event-scoped filter evaluated within eventType." }, "valuePath": { "type": "string" }, "preferredDirection": { "type": "string", "enum": [ "increase", "decrease" ] }, "createdBy": { "type": "string" } }, "required": [ "action" ], "additionalProperties": false } }, { "name": "manage_activation", "description": "Create, update, or archive activation parents.", "parameters": { "type": "object", "properties": { "action": { "type": "string", "enum": [ "create", "update", "archive" ] }, "activationId": { "type": "string" }, "key": { "type": "string" }, "name": { "type": "string" }, "description": { "type": "string" }, "trigger": { "type": "object" }, "restartMode": { "type": "string", "enum": [ "restart", "ignore", "parallel" ] }, "createdBy": { "type": "string" } }, "required": [ "action" ], "additionalProperties": false } }, { "name": "manage_activation_version", "description": "Create, update, activate, disconnect, or terminate activation versions.", "parameters": { "type": "object", "properties": { "action": { "type": "string", "enum": [ "create", "update", "activate", "disconnect", "terminate" ] }, "activationId": { "type": "string" }, "activationVersionId": { "type": "string" }, "copyFromVersionId": { "type": "string" }, "trigger": { "type": "object" }, "restartMode": { "type": "string", "enum": [ "restart", "ignore", "parallel" ] }, "steps": { "type": "array", "items": { "type": "object" } }, "createdBy": { "type": "string" } }, "required": [ "action" ], "additionalProperties": false } }, { "name": "manage_api_connection", "description": "Create, update, or archive API connections.", "parameters": { "type": "object", "properties": { "action": { "type": "string", "enum": [ "create", "update", "archive" ] }, "apiConnectionId": { "type": "string" }, "key": { "type": "string" }, "name": { "type": "string" }, "endpoint": { "type": "string" }, "bearerToken": { "type": "string" }, "bearerTokenSecretName": { "type": "string", "description": "Name of an app settings secret to use as the bearer token." }, "bodyMode": { "type": "string", "enum": [ "static_json", "jsonata" ] }, "body": { "type": "string" }, "createdBy": { "type": "string" } }, "required": [ "action" ], "additionalProperties": false } }, { "name": "manage_appsflyer_push_endpoint", "description": "Create, update, test, activate, pause, or archive an AppsFlyer Push API endpoint. Tests omit the configured authorization token; production includes it.", "parameters": { "type": "object", "properties": { "action": { "type": "string", "enum": [ "create", "update", "test", "activate", "pause", "archive" ] }, "pushEndpointId": { "type": "string" }, "appsFlyerAppId": { "type": "string" }, "name": { "type": "string" }, "method": { "type": "string", "enum": [ "GET", "POST" ] }, "endpointUrl": { "type": "string" }, "authorizationToken": { "type": "string" }, "outputFields": { "type": "array", "items": { "type": "string" }, "uniqueItems": true }, "messageSelections": { "type": "array", "items": { "type": "object", "properties": { "messageType": { "type": "string", "enum": [ "install", "re_engagement", "re_attribution", "install_in_app_event", "re_engagement_in_app_event", "re_attribution_in_app_event" ] }, "scopes": { "type": "array", "items": { "type": "string", "enum": [ "organic", "non_organic" ] }, "minItems": 1, "uniqueItems": true }, "events": { "type": "array", "items": { "type": "string" }, "uniqueItems": true } }, "required": [ "messageType", "scopes" ], "additionalProperties": false }, "minItems": 1 } }, "required": [ "action" ], "additionalProperties": false } }, { "name": "manage_event_transformation", "description": "Create, update, or delete an active JSONata event transformation.", "parameters": { "type": "object", "properties": { "action": { "type": "string", "enum": [ "create", "update", "delete" ] }, "eventType": { "type": "string", "description": "Registered active ordinary source event type." }, "expressions": { "type": "array", "minItems": 1, "maxItems": 10, "items": { "type": "object", "properties": { "name": { "type": "string" }, "syntax": { "type": "string", "description": "JSONata expression returning one complete event object or null." }, "description": { "type": "string" } }, "required": [ "name", "syntax" ], "additionalProperties": false } }, "deduplicationKeyExpression": { "type": "string", "minLength": 1, "pattern": "\\S", "description": "Optional nonblank JSONata expression over the source event. Omit this field to configure no deduplication expression. Repeated non-empty scalar keys are suppressed locally after the first accepted output." } }, "required": [ "action", "eventType" ], "additionalProperties": false } }, { "name": "preview_event_transformation", "description": "Evaluate proposed JSONata event transformation expressions against one example event without persistence. Returns raw outputs and non-persisted CDP validation results.", "parameters": { "type": "object", "properties": { "eventType": { "type": "string", "description": "Registered active ordinary source event type." }, "expressions": { "type": "array", "minItems": 1, "maxItems": 10, "items": { "type": "object", "properties": { "name": { "type": "string" }, "syntax": { "type": "string" }, "description": { "type": "string" } }, "required": [ "name", "syntax" ], "additionalProperties": false } }, "event": { "type": "object", "description": "Example source event object." }, "limit": { "type": "integer", "minimum": 1, "maximum": 10 } }, "required": [ "eventType", "expressions", "event" ], "additionalProperties": false } }, { "name": "read_cdp_journey_experimentation_settings", "description": "Read settings owned by the CDP, Journeys, and Experimentation product suite. Provider products such as AppLovin, AppsFlyer, and SendGrid expose their settings through their own tools. Secret values are never returned; only secret metadata is shown.", "parameters": { "type": "object", "properties": {}, "additionalProperties": false } }, { "name": "search_company_knowledge", "description": "Search company knowledge across internal Confluence documents, Drive docs, Slack history, internal policies, and support procedures for operating rules, launch context, process constraints, and delivery guidance. Returns compact matching snippets with a stable documentId, matching queries, limit, and minScore metadata. Use fetch_document with documentId to read the complete article.", "parameters": { "type": "object", "properties": { "queries": { "type": "array", "items": { "type": "string" }, "minItems": 1, "description": "Company knowledge search queries to run in one invocation." }, "limit": { "type": "integer", "minimum": 1, "maximum": 5, "description": "Number of company knowledge results to return for each query. Defaults to 1." }, "titleContains": { "type": "string", "description": "Text contained in the knowledge-page title." }, "pathPrefix": { "type": "string", "description": "Knowledge path prefix to match." } }, "required": [ "queries" ], "additionalProperties": false } }, { "name": "search_confluence_pages", "description": "Search Confluence pages by text, optionally by a space id.", "parameters": { "type": "object", "properties": { "query": { "type": "string", "minLength": 1 }, "teamId": { "type": "string", "minLength": 1 }, "limit": { "type": "integer", "minimum": 1, "maximum": 100 }, "status": { "type": "string", "enum": [ "current", "archived" ], "description": "Confluence page lifecycle status." }, "spaceId": { "type": "string", "description": "Confluence space containing the page." } }, "required": [ "query" ], "additionalProperties": false } }, { "name": "search_platform_docs", "description": "Search this Martech platform product documentation for one or more queries.", "parameters": { "type": "object", "properties": { "product": { "type": "string", "enum": [ "applovin", "appsflyer", "cdp", "dns", "google_ads", "sendgrid", "workplace" ], "description": "Product help center to search." }, "queries": { "type": "array", "items": { "type": "string" }, "minItems": 1, "description": "Search queries to run in one invocation." }, "limit": { "type": "integer", "minimum": 1, "maximum": 5, "description": "Number of documents to return for each query. Defaults to 1." }, "dateFilter": { "type": "string", "pattern": "^-[1-9][0-9]*[dwmy]$", "description": "Creation-date lookback using -Nd, -Nw, -Nm, or -Ny." }, "lastModifiedFilter": { "type": "string", "pattern": "^-[1-9][0-9]*[dwmy]$", "description": "Last-modified lookback using -Nd, -Nw, -Nm, or -Ny." } }, "required": [ "product", "queries" ], "additionalProperties": false } }, { "name": "search_workplace_products", "description": "Search company products and product lines.", "parameters": { "type": "object", "properties": { "query": { "type": "string", "minLength": 1 }, "limit": { "type": "integer", "minimum": 1, "maximum": 100 }, "productLine": { "type": "string", "description": "Product line to match." }, "lifecycleStatus": { "type": "string", "enum": [ "active", "inactive" ], "description": "Product lifecycle status." }, "owningTeamId": { "type": "string", "description": "Team responsible for the product." } }, "required": [ "query" ], "additionalProperties": false } }, { "name": "search_workplace_teams", "description": "Search formal company teams by name or department.", "parameters": { "type": "object", "properties": { "query": { "type": "string", "minLength": 1 }, "limit": { "type": "integer", "minimum": 1, "maximum": 100 }, "department": { "type": "string", "description": "Team department to match." }, "teamStatus": { "type": "string", "enum": [ "active", "archived" ], "description": "Directory team status." }, "managerEmployeeId": { "type": "string", "description": "Employee who manages the team." } }, "required": [ "query" ], "additionalProperties": false } } ], "nodes": [ { "message": { "role": "system", "content": "You are a marketing automation agent. Execute the requested task using the available tools. Do not ask clarifying questions; use the information provided and make reasonable assumptions when needed.\n\nCurrent workspace time: 2026-07-22T12:00:00Z\nWorkspace timezone: UTC" }, "sampled": false, "timestamp": 1788405007.2191029, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 0, "message": { "role": "user", "content": "The July Hospital Tycoon prestige test has stalled. AppLovin traffic is arriving in the mobile feed, but the recovery experiment has no useful conversions and the prestige-start follow-up is not reaching the right players. Please restore the canonical mobile attribution event that Mina’s brief calls for, then make the paid prestige flow route newly attributed players through the two approved treatments. Organic installs should stay outside the programme, and Operations still depends on the ward-rush reporting route. Mina’s brief is in the Growth Drive, and Devika’s mobile incident note is on Confluence.\n\nBook Hospital Tycoon's Head of Product and direct reports into their earliest 30-minute prestige-event experiment review on 29 July 2026 during 09:00–17:00 America/New_York.\n" }, "sampled": false, "timestamp": 1788405007.2194471, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 1, "message": { "role": "assistant", "tool_calls": [ { "id": "call_BS6AWTf8GMMKIw5qCoqNfjHq", "type": "function", "name": "search_company_knowledge", "arguments": "{\"queries\":[\"Mina brief July Hospital Tycoon prestige canonical mobile attribution event recovery experiment prestige-start follow-up Growth Drive\",\"Hospital Tycoon July prestige paid flow approved treatments organic installs ward-rush reporting route\"],\"limit\":5,\"titleContains\":\"Mina\",\"pathPrefix\":\"Growth Drive\"}" }, { "id": "call_SGr4qxTu5qTA65aPlrRskeSw", "type": "function", "name": "search_confluence_pages", 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I'll make sure to keep the process organized as I go along.", "format": "openai-responses-v1", "index": 0 }, { "type": "reasoning.encrypted", "data": "gAAAAABqmOUr6aSbBh01eDZMT3FeGImHWVepYtEUa-qICeOT6zyJFctW21p26r9Swxc1pUni_Bnuc1Ug4hE7sFjdVIXbwu6v7RYKYvm_NSqykwU7IVMWOgBQt4MmyliWJOATLKIqV1Gm0dbWGO6dV3_s7-VSVitURw6PW9VlbyCQHABZaQHmRPorzZJv4PVB0fT1o_iyOfN045yLmJ-1kcIOEM79RcVIL6XiWjjSZLT7ggvQV5NnuOCm8Ll0gXXSWFeg_uWFzLzi8uEsbgO6ujZ_15C-OnW57DSQVikXAuEzBhlvmj873XdIMaEVmIRZSKpEmQaXR8vaYFbhMMvrEZ_6oyWdB5C3yx_6MMnqx8oIMwHU0nZl_mIQU6nE734cNge7C8JLKEvawAiOWCo82dCKgIEws4iXyIfMXA21N_VwWwnfEyxvuMe_2tEFKUdwl-aD4RMsRatgO-Lc5D1iFBc8FZHd8C4fXpz-nxjphAhpyvXm9MgQXBE_uVqO6vvckAiC8dBGhjqLpZo8uVvx9aGqCwIUrMDP0NA-uSlmFIV-dIo8fyBpdx0bm3_FbrKrpCqGZc6yp7NTXTsOsAywOS1zXshnLs1zzpACTDy_BQFnf0lRsEamkgmZMP9_8NSK5bbPYOpEQ-f3rINv9pJ7OWCgp48MdRAXZo8sUDznoIP0XMNAB74mI4WuaR-i03844rADvKeVVkgKaA9-aFibqy-lyt00U-i0P73H7ll1eqeDb2D91hzdxXG2YiW0bEjR36iuWP5A6Za60_TFx_o5FhBWE8nSfw9lV6eaHXJ3mXKmGLNrr6v-WMoyXo4qbixiXN7SaqXw1XpZPrGnbCZCsWRqeTPSk7_-6wlVLWRnr6xEpkEplCYQ8O-krFhwoojlMU9jWgTBeFes5cPYnkHXoLECuPnEIjXCB1BQavmEyBsgqigzD4Qkytq3tf4LR8l-GXiWpNJZLhYsKwWZGb2ymWAU9SONexzyhctHn5L7TWB3Cg6TMTFMC9fsUHZemogHfwNL_braS5FQ1PXBZCKY6wwSh6cksWsT8XwPMvEi7ENJhEuWKWzq3ZLmW8Jr6M_1ZVQPaLUQCG8Ajv9bmuOeHsqoWT6bDEIr4wwN0CNZL7LJcja9MBzNIUzHxpsnsRQq8ZhhGRmoj7Sp2rzoVLOGl2yRYHS_BAr_JV3-oLiPCGUiORmR3-3MIwcVwGZcd9X2SV7kjQS4YoJaajby7uGgExYfwx27lSRwQpytv6lZvyxob2IaWMDHtCPFjSwo996o2RfsTBOwJ_hJjiQhnI8gVC6NXjI4zNkfWHGRp_yg9J4msZp0sS-Kut7NoDfDTwmVLTaLrLEIkzkXqBimv6_XWxj5Htq7ISZSzl_AqurmX723bMW58u2FA851LCsL23Jw9AsAMRECkXLxP-MT15tRPlZWENXzRqoVCt7xrvvaKunWxCI3zDkJeFT7P4m9LEKuio0EFcM6E0xRFFbE3im3ODlj6XEFZpW4vz8unk1hdb0Qbi0X0FhsV64=.eyJlbmRwb2ludF9zbHVnIjoib3BlbmFpL2dwdC01LjYtbHVuYS0yMDI2MDcwOXxvcGVuYWkifQ", "format": "openai-responses-v1", "id": "rs_043bfe69aa67e969016a98e528292087d1ba17e5e5210a5d59", "index": 1 } ] }, "sampled": true, "timestamp": 1788405036.6771688, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 11, "message": { "role": "tool", "tool_call_id": "call_sWbEpGAqmnDYTVoY659iurSj", "content": "{\"document\":{\"content\":\"# Hospital Tycoon prestige recovery brief\\\\nOwner: Mina Rao\\\\nLast updated: 2026-07-20\\\\n\\\\nThe July prestige push is approved for the Android app. New players and returning players from the Winback campaign should receive one of the two approved prestige-start treatments after AppsFlyer attribution: a ward-coach message or a quick-start message. This is a paid acquisition programme; organic installs are not part of the audience.\\\\n\\\\nA treatment is appropriate only while the player still has an AppsFlyer identity and the event that opened the flow was a paid install or re-attribution. Later unrelated events should not start the prestige handoff on their own.\\\\n\\\\nThe downstream event is `mobile:attribution`, carrying the AppsFlyer identity and the attributed campaign. The existing ward-rush reporting route is used by Operations and should continue unchanged.\",\"documentId\":\"company:doc_4m8q2n\",\"path\":\"Drive/Growth/UA/2026-07-20 Hospital Tycoon prestige recovery brief.md\",\"source\":\"company_knowledge\",\"title\":\"Hospital Tycoon prestige recovery brief\"}}", "name": "fetch_document" }, "sampled": false, "timestamp": 1788405062.0159009, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 12, "message": { "role": "tool", "tool_call_id": "call_xhAR7lfRluOvCEByo2oTkup1", "content": "{\"document\":{\"content\":\"# Hospital Tycoon mobile incident\\\\nOwner: Devika Shah\\\\nLast updated: 2026-07-20\\\\n\\\\nAppLovin clicks still leave the campaign console, but the old AppsFlyer link was retired after the June parameter review. A green Push endpoint test does not include the production authorization header. The inbound CDP receiver stores the vendor body as `properties.body`; it does not translate AppsFlyer fields.\\\\n\\\\nThe current Push contract is non-organic `install` and `re_attribution`, with `appsflyer_id`, `event_type`, `event_time`, `campaign_id`, and `organic_status` available to the receiver. The canonical CDP identity is `appsFlyerId`.\",\"documentId\":\"company:doc_7p3r6k\",\"path\":\"Confluence/Data Platform/2026-07-20 Hospital Tycoon mobile incident.md\",\"source\":\"company_knowledge\",\"title\":\"Mobile Data incident \\u2014 Hospital Tycoon\"}}", "name": "fetch_document" }, "sampled": false, "timestamp": 1788405062.0163908, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 13, "message": { "role": "tool", "tool_call_id": "call_28BfxzE3XSaAFH6UcbuTuoej", "content": "{\"document\":{\"content\":\"# Hospital Tycoon prestige treatment API handoff\\\\nOwner: Mira Chen, Growth Platform\\\\nLast updated: 2026-07-20\\\\nStatus: Approved for the July Android prestige push\\\\n\\\\nThe paid prestige router has two approved activation-flow destinations. The ward-coach treatment uses `https://ops.hospitaltycoon.co/v1/prestige/coach`; the quick-start treatment uses `https://ops.hospitaltycoon.co/v1/prestige/quickstart`. Both use POST with bearer authentication through the `HTY_PRESTIGE_ROUTER_TOKEN` platform secret.\\\\n\\\\nEach request body is JSONata over the triggered entry and should carry `appsFlyerId` from the current customer, `campaignId` and `conversionType` from the attributed entry event, plus the treatment value. The approved values are `ward_coach` for the coach endpoint and `quick_start` for the quick-start endpoint.\\\\n\\\\nRouting note: the attribution trigger can receive more mobile events than the July programme accepts. The activation flow CONDITION step is where the paid install versus re-attribution decision is made before experiment assignment, so an organic or other attribution event does not enter a prestige treatment by accident.\",\"documentId\":\"company:doc_6q4k8p\",\"path\":\"Confluence/Growth Platform/2026-07-20 Hospital Tycoon prestige treatment API handoff.md\",\"source\":\"company_knowledge\",\"title\":\"Hospital Tycoon prestige treatment API handoff\"}}", "name": "fetch_document" }, "sampled": false, "timestamp": 1788405062.0166779, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 14, "message": { "role": "tool", "tool_call_id": "call_j0KA1x11pI0yhabf5KWpv73w", "content": "{\"team\":{\"deliverySlackChannelId\":\"sch_000658\",\"department\":\"Product\",\"managerEmployeeId\":\"emp_000089\",\"members\":[{\"employeeId\":\"emp_000089\",\"membershipType\":\"lead\"},{\"employeeId\":\"emp_000090\",\"membershipType\":\"member\"},{\"employeeId\":\"emp_000091\",\"membershipType\":\"member\"},{\"employeeId\":\"emp_000092\",\"membershipType\":\"member\"},{\"employeeId\":\"emp_000093\",\"membershipType\":\"member\"},{\"employeeId\":\"emp_000094\",\"membershipType\":\"member\"},{\"employeeId\":\"emp_000095\",\"membershipType\":\"member\"},{\"employeeId\":\"emp_000096\",\"membershipType\":\"member\"},{\"employeeId\":\"emp_000097\",\"membershipType\":\"member\"},{\"employeeId\":\"emp_000098\",\"membershipType\":\"member\"},{\"employeeId\":\"emp_000099\",\"membershipType\":\"member\"},{\"employeeId\":\"emp_000100\",\"membershipType\":\"member\"},{\"employeeId\":\"emp_000101\",\"membershipType\":\"member\"},{\"employeeId\":\"emp_000102\",\"membershipType\":\"member\"},{\"employeeId\":\"emp_000103\",\"membershipType\":\"member\"},{\"employeeId\":\"emp_000104\",\"membershipType\":\"member\"}],\"name\":\"Hospital Tycoon Product\",\"primaryConfluencePageId\":\"cpg_000584\",\"primaryConfluenceSpaceId\":\"csp_000458\",\"status\":\"active\",\"teamId\":\"team_000005\"}}", "name": "fetch_workplace_team" }, "sampled": false, "timestamp": 1788405062.016893, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 15, "message": { "role": "tool", "tool_call_id": "call_sLYgGqYsA79FaFJZuSj0nvUo", "content": "{\"employee\":{\"department\":\"Product\",\"displayName\":\"Fatima Singh\",\"email\":\"fatima.singh.089@hospitaltycoon.com\",\"employeeId\":\"emp_000089\",\"managerEmployeeId\":\"emp_000002\",\"platformUserName\":null,\"status\":\"active\",\"teams\":[{\"membershipType\":\"lead\",\"name\":\"Hospital Tycoon Product\",\"teamId\":\"team_000005\"}],\"timezone\":\"America/New_York\",\"title\":\"Head of Product, Hospital Tycoon\",\"workingHours\":{\"end\":\"17:00\",\"start\":\"09:00\"}}}", "name": "fetch_workplace_employee" }, "sampled": false, "timestamp": 1788405062.0171342, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 16, "message": { "role": "assistant", "reasoning_content": "**Exploring app connections**\n\nI need to use a known app ID to search for mobile apps. I'm thinking of fetching the schema event and listing transformations, then getting activations and experiments. I'll also consider searching for activation emails, but skip that if it's not relevant. I might want to list push endpoints broadly, possibly looking into AppsFlyer apps too. Finally, I’ll think about API connections and checking the direct reports for the manager with emp_000089.", "tool_calls": [ { "id": "call_MYRQwvMXay88skyxwLtBUqUk", "type": "function", "name": "fetch_schema", "arguments": "{\"type\":\"event\"}" }, { "id": "call_LxchodfS3bz7LinIoCh49MtF", "type": "function", "name": "list_event_transformations", "arguments": "{\"eventType\":\"\",\"continuationToken\":null,\"pageSize\":100,\"expressionName\":\"x\",\"hasDeduplicationKey\":false}" }, { "id": "call_pcqQBRjS7wQ1us9tWC5lWMak", "type": "function", "name": "fetch_activations", "arguments": "{\"activationId\":\"\",\"key\":\"\",\"activationVersionId\":\"\",\"includeArchived\":true,\"includeAllVersions\":true,\"includeFrozenSnapshots\":true,\"versionStatus\":\"draft\",\"containsStepType\":\"\",\"archived\":false}" }, { "id": "call_PMq0MObfr42H6BkYs1OAMpUP", "type": "function", "name": "fetch_ab_experiments", "arguments": "{\"experimentId\":\"\",\"key\":\"\",\"includeArchived\":true,\"includeAllVersions\":true,\"versionStatus\":\"draft\",\"author\":\"\",\"secondaryMetricId\":\"\",\"hasDraft\":false,\"experimentType\":\"bayesian\",\"state\":\"not_started\",\"primaryMetricId\":\"\"}" }, { "id": "call_VkgUgSv7rKjJ33lKknseX92E", "type": "function", "name": "fetch_cdp_integrations", "arguments": "{\"integrationId\":\"\",\"catalogSlug\":\"\",\"direction\":\"source\",\"includeUninstalled\":false,\"continuationToken\":null,\"pageSize\":100}" }, { "id": "call_FHLzvy8WOuUavs7ESbiw4xyv", "type": "function", "name": "list_push_api_configs", "arguments": "{\"appsFlyerAppId\":\"\",\"status\":\"\",\"includeArchived\":false,\"cursor\":null,\"limit\":100}" }, { "id": "call_Lm46gLpT8EvBgugwnwt8swsm", "type": "function", "name": "list_all_webhooks", "arguments": "{\"status\":\"\",\"includeArchived\":false,\"continuationToken\":null,\"pageSize\":100}" }, { "id": "call_rdnnkuUaoLf1rpDO2D7JjaPv", "type": "function", "name": "list_event_transformations", "arguments": "{\"eventType\":\"mobile:attribution\",\"continuationToken\":null,\"pageSize\":100,\"expressionName\":\"x\",\"hasDeduplicationKey\":false}" }, { "id": "call_1ElKjhAA3oXmRRQ3nmTu2gCO", "type": "function", "name": "list_workplace_direct_reports", "arguments": "{\"managerEmployeeId\":\"emp_000089\",\"department\":\"\",\"employmentStatus\":\"active\",\"titleContains\":\"\"}" } ], "provider_state": [ { "type": "reasoning.summary", "summary": "**Exploring app connections**\n\nI need to use a known app ID to search for mobile apps. I'm thinking of fetching the schema event and listing transformations, then getting activations and experiments. I'll also consider searching for activation emails, but skip that if it's not relevant. I might want to list push endpoints broadly, possibly looking into AppsFlyer apps too. Finally, I’ll think about API connections and checking the direct reports for the manager with emp_000089.", "format": "openai-responses-v1", "index": 0 }, { "type": "reasoning.encrypted", "data": "gAAAAABqmOVEOLU5uwGbDhxA8v07v-mIJ35YpDNgd76Xb9IGuFw5kl5pPpKtdwE5o7zttOzEGBV8csrl7vTqQxFsWPFSypNklwH-WGkrGb3cUI0-mmO-Fzz9V_tbwGF1ivdSYLK-z2W0LPQW8OmNffPkFYIN6MMmrnUi43Mrc0ZvGi6bKBRHhZDwQ5JdZ29aV-0Iuomy_wJ42RaY4AMYhfTj2yOaKMTbood1DIvApePZ7_DKGeyAxftqzotTkKuSklpJPVknLgji06g3LynWgkeT9BcN0Vg-iC3NEdXQZNOBh8bd2bTygav6eA8mKIcLK1vgkVrwmARkwDa4VUrgKKfU-PcgwlCNa9CPArKE-jYp4-67iDIO6xSCeUNdLWAThKDhTlr9hwxm_k_cN6kmR44QvkeRrWTPuWmKC3B1P8EzVH_OMx8XMdvBSNFEcLsBJPnE3tuSN8OXUvFbFdWHfuapp7C7G13-PTtT63yNf70mope8GpstaYyT-bZgjOdk946ZjslgZAhDkGIzAfliJryr9GyxNKT7We_6SEcYYpYdkzaJxJxvr4Q05AMrI3DvLyeWu8RM48gAY_yl4z-ulG77vafNydjC8sfrwCQTPRsduedbtnJ-mczdD_hqzxMfYGHwuAbuNU-N14CC6ny3XAdmv04hyeCo9eQQf72oVOUYUz_7KzHwgbuithJTU09-raNGwm9ds_2dtz2UaPvLviJo__Z_EBxmqlmkuKe8W4O76kJKuMLlIxthDM4NUXnt3hjv_YFlki3sMROfFt5PMWTdEKqGlc3fHOsio2ZXjgXDEMQETlIl5lB3bcSBgEOz10IiVbqYHYld0Ci7AVAOyNAQSgbPdOm2-AfcN4EBeplqXZUS3iX5xGp8CO2gkLQFQMLIVftPQO0LgEfF1FIWDq0-8SEVy31ph1RH-2hq_HAIcuTPywaZcpvOgvPntzlhPJUYZ7hY_h4D9T-y8KzKHJHjRh9YIWV49KrYGKjeBgtrCLF1A3A1HQH0QOmEIrxXcND0CsNvayjFZqVmrW00Hk6f_oExGfNyvmJ4Vb7gJB3_5GNvkT5MYwfLmx8eI_oiX1kcjRfn3dYrQK0ypO1b4sRHaF_pJtTkU-xNexC7gIPWNZcRQRVaukQNCbjir_0sNOAOVWNg0sZzUwthe-hrkNF-6n08-nh070WQw0Q-EsMyRCrhCbycdHEmX1G0ufn1P-wx4mLrXgChdetPatk1vMPebaQm--lZFloUlChjJWAOR1_o1TNmNW63GSnTJlVEsCoThEIKfxccGeQsExvR_rcPEpkTtzb7cGVRRNJHVMyvrjKbED22oE1C9Ef6b_FoULx7tILZLblRZ7QSIkdcZaAMeomcbN6tnGHhT08u2-Il0iYYfsZuDVTk5VCABH5RUxNMViqHDhqsXfitFsJZJDiDKP7j_Oq-f96fXNPm3IfK7OoNLH2OlhocI9IxqkyZGWULBk1mrnbd0vn5Rmc8p_rbCgFxFNyiPjOU5trSwqt_MYGagB307IXYdn3Tu8R11vkIFR9ZSOtjajpyUFvtpSHMf4grknbnkC3FLlbcj94_3jwdW3sCzrwvIMX6Grat-CZfCvXJjBp_os73MA3IwlMLNq5HZTRV4lJMgrVY7-MHviU4cFgJNbBXFsJuD9gaABRpDfn1PyKrpgxyA1VB3EHRKAaojft4wxxqnmq3_R4wRSncbO2FrOhW6HEkYQqlTDF_2CJPvz6SBJIbsL91bBN8uMCrC0ru6FmYIw-DHxELwnPVA-g27rZmUptSpuEHC0GTt9eT3YGxNE4nFvNWpmfuT9RtQmDEGrtS5cMv5Jci8N57aeslKBOin9SyeZU2z0xDsui4aqKziTuViiZW-HFsL0Xm5HI459tzZHQkY9PgTb6QqvS--4iiJ3O98vucfVcZVc87WrcLQlxbYjxvR8KZgWpMcmbFsKEinz36RmcstdasdHChhqLgwd1rBXCvm0xyr0GeWNSTzNCK8snjSQ8NxMD9pI5m30-KC__gXJx6MzBxLubw5ax1g8scH3p7GSuc3DDJwBMP36zxZ92HDnpQyrhqE31oXN9eeeUv7THtD6Hyn1ot_cs4AsyvJLSNuiZtFkC8zMn26FTF6mvy5kSnxBSSj6bosEkAF8IqtX0t-ZZUKM6nQWgcfKfORiyTHptyAMwpaOOCtDlTTPgdMzpdBO8sI-eyH6dBEM0yrjxTC-SP_9HKHIk87rbCW6klV5DhZBd0EiThYfIGMLjRQmR5bDb2mQ7ZXmr_wez4oeubUtPvhv1pqTfGRILPQ-AAkV_RKV40PLliz8e2v3MWjV4xnM4PhlfzHDrTRVDStK4f1o25x2rr8nL3lqvyXvEo-WTjzF0ck655iyuM2L-TGp5F9mO8o49zJinxzE0sTJxyTNOVdd6vbL7tsB3L6Xh0VZHXw_tHprDH4UGYCJdQkdpw8QjpgF3yE1E4iYnsevfRwTH20IB6dLQJYMCKHQdKYj5RGpTcZ8-vapom1jKrROLXDd9RD2mjAOzSVRGXvKzYRTnZMmRZr5T-yTZDMOasTKOxsM6yleDcOP79kNYgB5hCNJ81hd6-TnMtC7x4_rfQcJu2n0fsmGIyAL5I3A3sJBs9W1mnTIMej7M5FVGSpmqCRTnHFBHOSatZA5b_f0kId74IOrEfH7QMBQen-lCF79sOKykoGFeulJBzKALBt7J0HGkSxi64C80d6rl3cEtU2-y7IAQ_VOMVBZq-aJjK7qbVIklQ_iEFU6tOYTCMMpjxQ2GJ1xsPQvsx8Kam1PTjk777e8mujRJU9kZJx3pMr2o-EO6ryWlEbJTVpHblTPJyuAoTmsk98wCTi0fxjzMQnaDKp5ljqVVzMOQ96aO95fEviZZx86tAcYOU4HOJ7uyP-iwfvfRLw8Q7WxXFTrcwBxae4LttdSeghtCoFVEYXe34fRgPgEJY3w_W5t-0vnkc55d0X5Pzxq_SEyjWDNMgansGVQB5kf3KgP0hTvyQWvjmxDwqlYKiCrMAuhvftqJn9DApeOCX3PAxqdP5uhXT2oMjPwDYUsU8DldRwR-k3oMNx-AanOQr1MGmV3MAivtYToR_DZNX1qKz0UDDi3xSkQsMEODmJ6b5zC8u87vKIZr9-aEod7sb5nQxOWj_miBCkvM_yLVcv7ZE3h93Rxs42FR05444OyjNyOS4ds2yypZH4PnP-MxgtQyn2XppNJ4OEtIHhi2tHaxlKt-mbHzhUD_NcMNMuLoViZhVCEnuNokMLMaAYRhc.eyJlbmRwb2ludF9zbHVnIjoib3BlbmFpL2dwdC01LjYtbHVuYS0yMDI2MDcwOXxvcGVuYWkifQ", "format": "openai-responses-v1", "id": "rs_043bfe69aa67e969016a98e534493487d1819062e9b8e1e620", "index": 1 } ] }, "sampled": true, "timestamp": 1788405062.017338, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 17, "message": { "role": "tool", "tool_call_id": "call_MYRQwvMXay88skyxwLtBUqUk", "content": "\"## Event schema\\n\\n### `activation:stepEntered`\\n\\nDescription: Reserved activation journey step entry fact. Reserved event type.\\n\\n| Property | Type | Required | Description | Schema | Common values |\\n|---|---|---:|---|---|---|\\n| `eventType` | string | Yes | Must be `activation:stepEntered`. | - | - |\\n| `identifiers` | object | Yes | Object mapping registered identifier names to string values. Must include at least one identifier. | - | - |\\n| `timestamp` | datetime | Yes | Strict ISO 8601 UTC string ending in `Z`; Unix timestamps are rejected. | - | - |\\n| `properties` | object | No | Event-specific properties for this event type. | - | - |\\n| `activationId` | string | Yes | Stable activation parent ID. | - | - |\\n| `activationKey` | string | Yes | User-authored activation key. | - | - |\\n| `activationVersionId` | string | Yes | Activation version pinned to the instance. | - | - |\\n| `activationInstanceId` | string | Yes | Runtime instance ID. | - | - |\\n| `stepExecutionId` | string | Yes | Step execution row ID. | - | - |\\n| `stepId` | string | Yes | Step ID inside the activation graph. | - | - |\\n| `stepType` | string | Yes | Activation step type. | - | - |\\n| `entryType` | string | Yes | scheduled or triggered. | - | - |\\n\\n### `activation:stepExited`\\n\\nDescription: Reserved activation journey step exit and transition fact. Reserved event type.\\n\\n| Property | Type | Required | Description | Schema | Common values |\\n|---|---|---:|---|---|---|\\n| `eventType` | string | Yes | Must be `activation:stepExited`. | - | - |\\n| `identifiers` | object | Yes | Object mapping registered identifier names to string values. Must include at least one identifier. | - | - |\\n| `timestamp` | datetime | Yes | Strict ISO 8601 UTC string ending in `Z`; Unix timestamps are rejected. | - | - |\\n| `properties` | object | No | Event-specific properties for this event type. | - | - |\\n| `activationId` | string | Yes | Stable activation parent ID. | - | - |\\n| `activationKey` | string | Yes | User-authored activation key. | - | - |\\n| `activationVersionId` | string | Yes | Activation version pinned to the instance. | - | - |\\n| `activationInstanceId` | string | Yes | Runtime instance ID. | - | - |\\n| `stepExecutionId` | string | Yes | Step execution row ID. | - | - |\\n| `stepId` | string | Yes | Step ID inside the activation graph. | - | - |\\n| `stepType` | string | Yes | Activation step type. | - | - |\\n| `entryType` | string | Yes | scheduled or triggered. | - | - |\\n| `outcome` | string | Yes | Product outcome selected by the step. | - | - |\\n| `transitionToStepId` | string | Yes | Target step ID selected by the outcome. | - | - |\\n| `transitionToStepType` | string | Yes | Target step type selected by the outcome. | - | - |\\n\\n### `ad:impression`\\n\\nDescription: Normalized ad-impression event used by the acquisition reporting dashboard.\\n\\n| Property | Type | Required | Description | Schema | Common values |\\n|---|---|---:|---|---|---|\\n| `eventType` | string | Yes | Must be `ad:impression`. | - | - |\\n| `identifiers` | object | Yes | Object mapping registered identifier names to string values. Must include at least one identifier. | - | - |\\n| `timestamp` | datetime | Yes | Strict ISO 8601 UTC string ending in `Z`; Unix timestamps are rejected. | - | - |\\n| `properties` | object | No | Event-specific properties for this event type. | - | - |\\n| `placement` | string | No | Ad placement reported by the acquisition feed. | - | - |\\n\\n### `app:uninstalled`\\n\\nDescription: Mobile uninstall event from the AppsFlyer lifecycle feed.\\n\\n| Property | Type | Required | Description | Schema | Common values |\\n|---|---|---:|---|---|---|\\n| `eventType` | string | Yes | Must be `app:uninstalled`. | - | - |\\n| `identifiers` | object | Yes | Object mapping registered identifier names to string values. Must include at least one identifier. | - | - |\\n| `timestamp` | datetime | Yes | Strict ISO 8601 UTC string ending in `Z`; Unix timestamps are rejected. | - | - |\\n| `properties` | object | No | Event-specific properties for this event type. | - | - |\\n| `reason` | string | No | Lifecycle reason supplied by the mobile feed. | - | - |\\n\\n### `browsing:pageview`\\n\\nDescription: Captures a customer viewing a resource.\\n\\n| Property | Type | Required | Description | Schema | Common values |\\n|---|---|---:|---|---|---|\\n| `eventType` | string | Yes | Must be `browsing:pageview`. | - | - |\\n| `identifiers` | object | Yes | Object mapping registered identifier names to string values. Must include at least one identifier. | - | - |\\n| `timestamp` | datetime | Yes | Strict ISO 8601 UTC string ending in `Z`; Unix timestamps are rejected. | - | - |\\n| `properties` | object | No | Event-specific properties for this event type. | - | - |\\n| `resource` | string | Yes | URL or resource viewed, e.g. /pricing. | - | - |\\n\\n### `commerce:order`\\n\\nDescription: Captures a completed order.\\n\\n| Property | Type | Required | Description | Schema | Common values |\\n|---|---|---:|---|---|---|\\n| `eventType` | string | Yes | Must be `commerce:order`. | - | - |\\n| `identifiers` | object | Yes | Object mapping registered identifier names to string values. Must include at least one identifier. | - | - |\\n| `timestamp` | datetime | Yes | Strict ISO 8601 UTC string ending in `Z`; Unix timestamps are rejected. | - | - |\\n| `properties` | object | No | Event-specific properties for this event type. | - | - |\\n| `amount` | number | Yes | Total order amount. | - | - |\\n| `currency` | string | No | Currency code, preferably ISO 4217, e.g. USD. | - | - |\\n| `orderId` | string | No | Order identifier. | - | - |\\n| `skus` | array | No | List of SKUs included in the order. | - | - |\\n| `tax` | number | No | Optional amount of tax included in the total amount. When present, amount is interpreted as gross. | - | - |\\n| `taxCurrency` | string | No | Currency code for tax amount. | - | - |\\n\\n### `commerce:order-refunded`\\n\\nDescription: Captures a refund on an order.\\n\\n| Property | Type | Required | Description | Schema | Common values |\\n|---|---|---:|---|---|---|\\n| `eventType` | string | Yes | Must be `commerce:order-refunded`. | - | - |\\n| `identifiers` | object | Yes | Object mapping registered identifier names to string values. Must include at least one identifier. | - | - |\\n| `timestamp` | datetime | Yes | Strict ISO 8601 UTC string ending in `Z`; Unix timestamps are rejected. | - | - |\\n| `properties` | object | No | Event-specific properties for this event type. | - | - |\\n| `amount` | number | Yes | Amount refunded to the customer. | - | - |\\n| `orderId` | string | No | Order identifier. | - | - |\\n\\n### `experiment:assigned`\\n\\nDescription: Reserved experiment assignment and exposure fact. Reserved event type.\\n\\n| Property | Type | Required | Description | Schema | Common values |\\n|---|---|---:|---|---|---|\\n| `eventType` | string | Yes | Must be `experiment:assigned`. | - | - |\\n| `identifiers` | object | Yes | Object mapping registered identifier names to string values. Must include at least one identifier. | - | - |\\n| `timestamp` | datetime | Yes | Strict ISO 8601 UTC string ending in `Z`; Unix timestamps are rejected. | - | - |\\n| `properties` | object | No | Event-specific properties for this event type. | - | - |\\n| `experimentId` | string | Yes | Experiment ID. | - | - |\\n| `versionId` | string | Yes | Experiment version ID. | - | - |\\n| `variantId` | string | Yes | Assigned variant ID. | - | - |\\n| `assignmentIdentifierPath` | string | Yes | Experiment assignment identifier path. | - | - |\\n| `assignmentIdentifierValue` | json scalar | Yes | Resolved assignment identifier value. | - | - |\\n| `contextValuesJson` | object | No | Contextual bandit context values when applicable. | - | - |\\n\\n### `experiment:converted`\\n\\nDescription: Reserved system-derived experiment conversion fact. Reserved event type.\\n\\n| Property | Type | Required | Description | Schema | Common values |\\n|---|---|---:|---|---|---|\\n| `eventType` | string | Yes | Must be `experiment:converted`. | - | - |\\n| `identifiers` | object | Yes | Object mapping registered identifier names to string values. Must include at least one identifier. | - | - |\\n| `timestamp` | datetime | Yes | Strict ISO 8601 UTC string ending in `Z`; Unix timestamps are rejected. | - | - |\\n| `properties` | object | No | Event-specific properties for this event type. | - | - |\\n| `experimentId` | string | Yes | Experiment ID. | - | - |\\n| `versionId` | string | Yes | Attributed version ID. | - | - |\\n| `variantId` | string | Yes | Attributed variant ID. | - | - |\\n| `metricId` | string | Yes | Metric ID. | - | - |\\n| `conversionType` | string | Yes | binary or continuous. | - | - |\\n| `sourceEventId` | string | Yes | Source event that matched the metric. | - | - |\\n| `assignmentEventId` | string | Yes | Exposure event used for attribution. | - | - |\\n| `attributedValue` | number | No | Continuous source-event contribution. | - | - |\\n| `countedAt` | datetime | Yes | When the conversion was derived. | - | - |\\n| `attributionReason` | string | Yes | Reason attribution selected the assignment. | - | - |\\n\\n### `mobile:attribution`\\n\\nDescription: Canonical Hospital Tycoon mobile attribution occurrence.\\n\\n| Property | Type | Required | Description | Schema | Common values |\\n|---|---|---:|---|---|---|\\n| `eventType` | string | Yes | Must be `mobile:attribution`. | - | - |\\n| `identifiers` | object | Yes | Object mapping registered identifier names to string values. Must include at least one identifier. | - | - |\\n| `timestamp` | datetime | Yes | Strict ISO 8601 UTC string ending in `Z`; Unix timestamps are rejected. | - | - |\\n| `properties` | object | No | Event-specific properties for this event type. | - | - |\\n| `campaignId` | string | Yes | Attributed AppLovin campaign. | - | - |\\n| `conversionType` | string | Yes | AppsFlyer conversion class. | - | - |\\n\\n### `prestige:started`\\n\\nDescription: Hospital Tycoon prestige recovery conversion event.\\n\\n| Property | Type | Required | Description | Schema | Common values |\\n|---|---|---:|---|---|---|\\n| `eventType` | string | Yes | Must be `prestige:started`. | - | - |\\n| `identifiers` | object | Yes | Object mapping registered identifier names to string values. Must include at least one identifier. | - | - |\\n| `timestamp` | datetime | Yes | Strict ISO 8601 UTC string ending in `Z`; Unix timestamps are rejected. | - | - |\\n| `properties` | object | No | Event-specific properties for this event type. | - | - |\\n| `treatment` | string | No | Prestige treatment completed. | - | - |\\n\\n### `purchase:completed`\\n\\nDescription: Hospital Tycoon purchase completion used by the monetisation dashboard.\\n\\n| Property | Type | Required | Description | Schema | Common values |\\n|---|---|---:|---|---|---|\\n| `eventType` | string | Yes | Must be `purchase:completed`. | - | - |\\n| `identifiers` | object | Yes | Object mapping registered identifier names to string values. Must include at least one identifier. | - | - |\\n| `timestamp` | datetime | Yes | Strict ISO 8601 UTC string ending in `Z`; Unix timestamps are rejected. | - | - |\\n| `properties` | object | No | Event-specific properties for this event type. | - | - |\\n| `amount` | number | No | Purchase amount in the app currency. | - | - |\\n\\n### `raw:ad-impression`\\n\\nDescription: Legacy ad-impression envelope retained for acquisition reporting.\\n\\n| Property | Type | Required | Description | Schema | Common values |\\n|---|---|---:|---|---|---|\\n| `eventType` | string | Yes | Must be `raw:ad-impression`. | - | - |\\n| `identifiers` | object | Yes | Object mapping registered identifier names to string values. Must include at least one identifier. | - | - |\\n| `timestamp` | datetime | Yes | Strict ISO 8601 UTC string ending in `Z`; Unix timestamps are rejected. | - | - |\\n| `properties` | object | No | Event-specific properties for this event type. | - | - |\\n| - | - | - | - | - | - |\\n\\n### `raw:mobile-push`\\n\\nDescription: Generic raw mobile Push envelope from AppsFlyer.\\n\\n| Property | Type | Required | Description | Schema | Common values |\\n|---|---|---:|---|---|---|\\n| `eventType` | string | Yes | Must be `raw:mobile-push`. | - | - |\\n| `identifiers` | object | Yes | Object mapping registered identifier names to string values. Must include at least one identifier. | - | - |\\n| `timestamp` | datetime | Yes | Strict ISO 8601 UTC string ending in `Z`; Unix timestamps are rejected. | - | - |\\n| `properties` | object | No | Event-specific properties for this event type. | - | - |\\n| `body` | object | Yes | Uninterpreted AppsFlyer body. | - | - |\\n| `\\u251c\\u2500 appsflyer_id` | string | Yes | - | - | - |\\n| `\\u251c\\u2500 campaign` | string | Yes | - | - | - |\\n| `\\u251c\\u2500 campaign_id` | string | Yes | - | - | - |\\n| `\\u251c\\u2500 event_time` | datetime | Yes | - | - | - |\\n| `\\u251c\\u2500 event_type` | string | Yes | - | - | - |\\n| `\\u2514\\u2500 organic_status` | string | Yes | - | - | - |\\n| `headers` | object | Yes | Inbound request headers. | - | - |\\n| `method` | string | Yes | Inbound HTTP method. | - | - |\\n| `query` | object | Yes | Inbound query parameters. | - | - |\\n| `webhookId` | string | Yes | Inbound webhook identity. | - | - |\\n\\n### `sendgrid.event`\\n\\nDescription: Raw events received from a SendGrid Event Webhook source integration.\\n\\n| Property | Type | Required | Description | Schema | Common values |\\n|---|---|---:|---|---|---|\\n| `eventType` | string | Yes | Must be `sendgrid.event`. | - | - |\\n| `identifiers` | object | Yes | Object mapping registered identifier names to string values. Must include at least one identifier. | - | - |\\n| `timestamp` | datetime | Yes | Strict ISO 8601 UTC string ending in `Z`; Unix timestamps are rejected. | - | - |\\n| `properties` | object | No | Event-specific properties for this event type. | - | - |\\n| - | - | - | - | - | - |\\n\\n### `tutorial:completed`\\n\\nDescription: Hospital Tycoon tutorial completion used by the onboarding dashboard.\\n\\n| Property | Type | Required | Description | Schema | Common values |\\n|---|---|---:|---|---|---|\\n| `eventType` | string | Yes | Must be `tutorial:completed`. | - | - |\\n| `identifiers` | object | Yes | Object mapping registered identifier names to string values. Must include at least one identifier. | - | - |\\n| `timestamp` | datetime | Yes | Strict ISO 8601 UTC string ending in `Z`; Unix timestamps are rejected. | - | - |\\n| `properties` | object | No | Event-specific properties for this event type. | - | - |\\n| `lessonId` | string | No | Completed tutorial lesson. | - | - |\\n\\n### `ward.rush.started`\\n\\nDescription: Hospital Tycoon ward-rush operations event.\\n\\n| Property | Type | Required | Description | Schema | Common values |\\n|---|---|---:|---|---|---|\\n| `eventType` | string | Yes | Must be `ward.rush.started`. | - | - |\\n| `identifiers` | object | Yes | Object mapping registered identifier names to string values. Must include at least one identifier. | - | - |\\n| `timestamp` | datetime | Yes | Strict ISO 8601 UTC string ending in `Z`; Unix timestamps are rejected. | - | - |\\n| `properties` | object | No | Event-specific properties for this event type. | - | - |\\n| - | - | - | - | - | - |\"", "name": "fetch_schema" }, "sampled": false, "timestamp": 1788405092.76746, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 18, "message": { "role": "tool", "tool_call_id": "call_LxchodfS3bz7LinIoCh49MtF", "content": "{\"nextContinuationToken\":null,\"transformations\":[]}", "name": "list_event_transformations" }, "sampled": false, "timestamp": 1788405092.767767, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 19, "message": { "role": "tool", "tool_call_id": "call_pcqQBRjS7wQ1us9tWC5lWMak", "content": "{\"activations\":[]}", "name": "fetch_activations" }, "sampled": false, "timestamp": 1788405092.768002, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 20, "message": { "role": "tool", "tool_call_id": "call_PMq0MObfr42H6BkYs1OAMpUP", "content": "{\"experiments\":[]}", "name": "fetch_ab_experiments" }, "sampled": false, "timestamp": 1788405092.768217, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 21, "message": { "role": "tool", "tool_call_id": "call_VkgUgSv7rKjJ33lKknseX92E", "content": "{\"integrations\":[{\"catalogSlug\":\"google-ads-lead-form-source\",\"configurationStatus\":\"configured\",\"createdAt\":\"2026-07-22T12:00:00Z\",\"direction\":\"source\",\"integrationId\":\"cdpint_google_ads_lead_forms\",\"name\":\"Google Ads lead intake\",\"provider\":\"Google Ads\",\"status\":\"active\",\"updatedAt\":\"2026-07-22T12:00:00Z\"}],\"nextContinuationToken\":null}", "name": "fetch_cdp_integrations" }, "sampled": false, "timestamp": 1788405092.7684321, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 22, "message": { "role": "tool", "tool_call_id": "call_FHLzvy8WOuUavs7ESbiw4xyv", "content": "{\"nextCursor\":null,\"pushEndpoints\":[{\"appsFlyerAppId\":\"afapp_nqzmxvtrpk\",\"authorizationConfigured\":true,\"availability\":\"active\",\"displayName\":\"City Fitness CDP production\",\"method\":\"POST\",\"pushEndpointId\":\"afpush_bxkvqzrmwp\",\"selectedFields\":12,\"version\":1},{\"appsFlyerAppId\":\"afapp_6m4q2p\",\"authorizationConfigured\":true,\"availability\":\"active\",\"displayName\":\"Prestige mobile feed\",\"method\":\"POST\",\"pushEndpointId\":\"push_3k8m1v\",\"selectedFields\":3,\"version\":2}],\"slotLimit\":6,\"usedSlots\":2}", "name": "list_push_api_configs" }, "sampled": false, "timestamp": 1788405092.7686248, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 23, "message": { "role": "tool", "tool_call_id": "call_Lm46gLpT8EvBgugwnwt8swsm", "content": "{\"nextContinuationToken\":null,\"webhooks\":[{\"acceptedMethodCount\":1,\"hasAuthorizationToken\":true,\"name\":\"Mobile partner receipts\",\"revision\":1,\"status\":\"active\",\"updatedAt\":\"2025-12-02T10:20:00Z\",\"webhookId\":\"webhook_qwzmxrktpc\"},{\"acceptedMethodCount\":1,\"hasAuthorizationToken\":false,\"name\":\"Finance sandbox receiver\",\"revision\":2,\"status\":\"paused\",\"updatedAt\":\"2026-05-10T10:00:00Z\",\"webhookId\":\"webhook_dqzmxktrpn\"},{\"acceptedMethodCount\":1,\"hasAuthorizationToken\":true,\"name\":\"Hospital Tycoon mobile receipts\",\"revision\":1,\"status\":\"active\",\"updatedAt\":\"2026-07-20T11:00:00Z\",\"webhookId\":\"whk_7m4q2r\"},{\"acceptedMethodCount\":1,\"hasAuthorizationToken\":false,\"name\":\"Google Ads lead intake\",\"revision\":1,\"status\":\"active\",\"updatedAt\":\"2026-07-22T12:00:00Z\",\"webhookId\":\"webhook_google_ads_lead_forms\"}]}", "name": "list_all_webhooks" }, "sampled": false, "timestamp": 1788405092.768833, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 24, "message": { "role": "tool", "tool_call_id": "call_rdnnkuUaoLf1rpDO2D7JjaPv", "content": "{\"nextContinuationToken\":null,\"transformations\":[]}", "name": "list_event_transformations" }, "sampled": false, "timestamp": 1788405092.769034, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 25, "message": { "role": "tool", "tool_call_id": "call_1ElKjhAA3oXmRRQ3nmTu2gCO", "content": "{\"directReports\":[{\"department\":\"Product\",\"displayName\":\"Grace Ahmed\",\"employeeId\":\"emp_000090\",\"status\":\"active\",\"title\":\"Product Director, Hospital Tycoon\"},{\"department\":\"Data\",\"displayName\":\"Iris Diaz\",\"employeeId\":\"emp_000094\",\"status\":\"active\",\"title\":\"Data Platform Lead, Hospital Tycoon\"},{\"department\":\"Engineering\",\"displayName\":\"Jordan Rossi\",\"employeeId\":\"emp_000096\",\"status\":\"active\",\"title\":\"Engineering Lead, Hospital Tycoon\"},{\"department\":\"Analytics\",\"displayName\":\"Kai Gupta\",\"employeeId\":\"emp_000098\",\"status\":\"active\",\"title\":\"Analytics Lead, Hospital Tycoon\"}],\"managerEmployeeId\":\"emp_000089\"}", "name": "list_workplace_direct_reports" }, "sampled": false, "timestamp": 1788405092.7692301, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 26, "message": { "role": "assistant", "reasoning_content": "**Analyzing mobile attribution schema**\n\nI'm looking at the current schema for mobile attribution, particularly the need to restore the canonical mobile attribution event. It seems like there might be some missing elements, and I need to fetch the latest output. \n\nI see mention of a stalled experiment with the July Hospital Tycoon prestige test. AppLovin traffic is coming through, but the recovery experiment is lacking useful conversions. I need to follow the directives in Mina's brief and ensure the new paid prestige flow routes players appropriately. Organic installs should not be included in the program, and Operations still relies on the existing reporting route.**Orchestrating event transformations**\n\nI need to orchestrate an event transformation from raw:mobile-push to mobile:attribution since the inbound stores the body under properties.body without translating. It seems that restoring the canonical event might create this transformation. \n\nThe current schema already includes a canonical event, so the restoration likely involves mapping raw push data to mobile attribution — perhaps a previously deleted transformation. I need to check the raw schema since it doesn’t yield results. Also, I want to identify the exact mapping expression and preview the transformation, considering the structure of the raw:mobile-push event. It looks like I’ll need to check the platform documentation too!**Searching for JSONata transformation details**\n\nI need to search the platform documentation for the JSONata transformation related to raw mobile push and the activation step schema for the experiment. I also want to check the app and webhook configuration since it's unclear if the current setup is missing elements.\n\nI’ll need to identify the endpoint integration and routing configuration. I'll fetch the specific AppsFlyer app and its push endpoint to see if the current configuration aligns with the requirements. It seems like the push endpoint is active, but there may be some missing event fields in the current contract regarding AppLovin traffic.", "tool_calls": [ { "id": "call_eGMSU50sUl3EIhcHUYdiNxaJ", "type": "function", "name": "fetch_appsflyer_app", "arguments": "{\"appsFlyerAppId\":\"afapp_6m4q2p\"}" }, { "id": "call_m1BLxWo4s9BuFDrRa2DkTfVq", "type": "function", "name": "fetch_push_api_config", "arguments": "{\"pushEndpointId\":\"push_3k8m1v\"}" }, { "id": "call_rxJm6bBKyaQeJKRp5OzScuXx", "type": "function", "name": "fetch_webhook", "arguments": "{\"webhookId\":\"whk_7m4q2r\"}" }, { "id": "call_VeAvnVqQrPMbUTm6g39A2sIs", "type": "function", "name": "search_platform_docs", "arguments": "{\"product\":\"cdp\",\"queries\":[\"JSONata event transformation raw mobile push properties.body canonical event mapping\",\"activation CONDITION experiment assignment triggered event steps API destination\",\"create activation version steps condition experiment\"],\"limit\":5,\"dateFilter\":\"-2y\",\"lastModifiedFilter\":\"-2y\"}" }, { "id": "call_hJe8pE2hkMB5jvCqaWCQvJaZ", "type": "function", "name": "search_platform_docs", "arguments": "{\"product\":\"appsflyer\",\"queries\":[\"Push API message selections non organic install re attribution output fields\"],\"limit\":5,\"dateFilter\":\"-2y\",\"lastModifiedFilter\":\"-2y\"}" }, { "id": "call_QSnEuIqsDHFJBp7EeagSwEnI", "type": "function", "name": "search_platform_docs", "arguments": "{\"product\":\"workplace\",\"queries\":[\"calendar earliest 30 minute event review working hours direct reports\"],\"limit\":5,\"dateFilter\":\"-2y\",\"lastModifiedFilter\":\"-2y\"}" } ], "provider_state": [ { "type": "reasoning.summary", "summary": "**Analyzing mobile attribution schema**\n\nI'm looking at the current schema for mobile attribution, particularly the need to restore the canonical mobile attribution event. It seems like there might be some missing elements, and I need to fetch the latest output. \n\nI see mention of a stalled experiment with the July Hospital Tycoon prestige test. AppLovin traffic is coming through, but the recovery experiment is lacking useful conversions. I need to follow the directives in Mina's brief and ensure the new paid prestige flow routes players appropriately. Organic installs should not be included in the program, and Operations still relies on the existing reporting route.**Orchestrating event transformations**\n\nI need to orchestrate an event transformation from raw:mobile-push to mobile:attribution since the inbound stores the body under properties.body without translating. It seems that restoring the canonical event might create this transformation. \n\nThe current schema already includes a canonical event, so the restoration likely involves mapping raw push data to mobile attribution — perhaps a previously deleted transformation. I need to check the raw schema since it doesn’t yield results. Also, I want to identify the exact mapping expression and preview the transformation, considering the structure of the raw:mobile-push event. It looks like I’ll need to check the platform documentation too!**Searching for JSONata transformation details**\n\nI need to search the platform documentation for the JSONata transformation related to raw mobile push and the activation step schema for the experiment. I also want to check the app and webhook configuration since it's unclear if the current setup is missing elements.\n\nI’ll need to identify the endpoint integration and routing configuration. I'll fetch the specific AppsFlyer app and its push endpoint to see if the current configuration aligns with the requirements. It seems like the push endpoint is active, but there may be some missing event fields in the current contract regarding AppLovin traffic.", "format": "openai-responses-v1", "index": 0 }, { "type": "reasoning.encrypted", "data": 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"format": "openai-responses-v1", "id": "rs_043bfe69aa67e969016a98e54df50c87d1b4d1ea602d2b8923", "index": 1 } ] }, "sampled": true, "timestamp": 1788405092.769459, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 27, "message": { "role": "tool", "tool_call_id": "call_eGMSU50sUl3EIhcHUYdiNxaJ", "content": "{\"app\":{\"appsFlyerAppId\":\"afapp_6m4q2p\",\"createdAt\":\"2026-06-01T09:06:00Z\",\"mobileAppId\":\"mapp_2p7m4v\",\"name\":\"Hospital Tycoon Android\",\"platform\":\"android\",\"platformAppId\":\"com.hospitaltycoon.idle\",\"status\":\"active\",\"updatedAt\":\"2026-06-01T09:06:00Z\"}}", "name": "fetch_appsflyer_app" }, "sampled": false, "timestamp": 1788405105.951835, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 28, "message": { "role": "tool", "tool_call_id": "call_m1BLxWo4s9BuFDrRa2DkTfVq", "content": "{\"pushApiConfig\":{\"appsFlyerAppId\":\"afapp_6m4q2p\",\"createdAt\":\"2026-06-03T09:22:00Z\",\"endpointUrl\":\"https://events.martechbench.com/v2/tenants/htytenant2268/webhook/htyraw4517?writeKey=whsec_hty_mobile_4517\",\"hasAuthorizationToken\":true,\"lastTest\":{\"authorizationOmitted\":true,\"statusCode\":200,\"success\":true},\"maskedAuthorizationToken\":\"*************-old\",\"messageSelections\":[{\"messageType\":\"install\",\"scopes\":[\"non_organic\"]}],\"method\":\"POST\",\"name\":\"Prestige mobile feed\",\"outputFields\":[\"appsflyer_id\",\"event_type\",\"campaign_id\"],\"pushEndpointId\":\"push_3k8m1v\",\"revision\":2,\"status\":\"active\",\"updatedAt\":\"2026-07-20T11:02:00Z\"}}", "name": "fetch_push_api_config" }, "sampled": false, "timestamp": 1788405105.952605, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 29, "message": { "role": "tool", "tool_call_id": "call_rxJm6bBKyaQeJKRp5OzScuXx", "content": "{\"webhook\":{\"acceptedMethods\":[\"POST\"],\"createdAt\":\"2026-06-03T09:20:00Z\",\"description\":\"Generic inbound receiver for mobile partner envelopes.\",\"endpointUrl\":\"https://events.martechbench.com/v2/tenants/htytenant2268/webhook/htyraw4517?writeKey=*****************4517\",\"hasAuthorizationToken\":true,\"maskedWriteKey\":\"*****************4517\",\"name\":\"Hospital Tycoon mobile receipts\",\"revision\":1,\"sourceEventType\":\"raw:mobile-push\",\"status\":\"active\",\"updatedAt\":\"2026-07-20T11:00:00Z\",\"webhookId\":\"whk_7m4q2r\"}}", "name": "fetch_webhook" }, "sampled": false, "timestamp": 1788405105.9531362, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 30, "message": { "role": "tool", "tool_call_id": "call_VeAvnVqQrPMbUTm6g39A2sIs", "content": "{\"limit\":5,\"minScore\":0.75,\"product\":\"cdp\",\"results\":[{\"contentAvailable\":true,\"createdAt\":\"2025-05-11\",\"documentId\":\"platform:experimentation/reserved-events.md\",\"lastModifiedAt\":\"2025-07-04\",\"path\":\"experimentation/reserved-events.md\",\"product\":\"cdp\",\"queries\":[\"JSONata event transformation raw mobile push properties.body canonical event mapping\",\"activation CONDITION experiment assignment triggered event steps API destination\"],\"score\":3.11,\"snippets\":[\"Anonymous assignment can be accepted before a canonical customer exists. Raw identifier matching and later identity sti\\u2026\"],\"source\":\"platform_docs\",\"title\":\"Reserved Experiment Events\"},{\"contentAvailable\":true,\"createdAt\":\"2025-06-15\",\"documentId\":\"platform:activations/triggers-and-time.md\",\"lastModifiedAt\":\"2025-09-22\",\"path\":\"activations/triggers-and-time.md\",\"product\":\"cdp\",\"queries\":[\"JSONata event transformation raw mobile push properties.body canonical event mapping\",\"activation CONDITION experiment assignment triggered event steps API destination\",\"create activation version steps condition experiment\"],\"score\":4.9,\"snippets\":[\"Triggered evaluation happens after identity resolution, event transformation outputs, and calculated customer propertie\\u2026\"],\"source\":\"platform_docs\",\"title\":\"Activation Triggers And Time\"},{\"contentAvailable\":true,\"createdAt\":\"2025-03-12\",\"documentId\":\"platform:cdp/schema/identifiers.md\",\"lastModifiedAt\":\"2025-08-20\",\"path\":\"cdp/schema/identifiers.md\",\"product\":\"cdp\",\"queries\":[\"JSONata event transformation raw mobile push properties.body canonical event mapping\"],\"score\":1.24,\"snippets\":[\"\\u2026dentifiers connect submitted records to canonical customer profiles. Each identifier has a name, string value type, co\\u2026\"],\"source\":\"platform_docs\",\"title\":\"Identifiers\"},{\"contentAvailable\":true,\"createdAt\":\"2025-07-05\",\"documentId\":\"platform:cdp/settings/platform-settings.md\",\"lastModifiedAt\":\"2025-10-14\",\"path\":\"cdp/settings/platform-settings.md\",\"product\":\"cdp\",\"queries\":[\"JSONata event transformation raw mobile push properties.body canonical event mapping\",\"activation CONDITION experiment assignment triggered event steps API destination\"],\"score\":2.48,\"snippets\":[\"\\u2026nly suite secrets for bearer tokens and API request bodies. A stored secret can hold a copied provider credential for\\u2026\"],\"source\":\"platform_docs\",\"title\":\"CDP Suite Settings\"},{\"contentAvailable\":true,\"createdAt\":\"2024-09-21\",\"documentId\":\"platform:cdp/schema/base-schema.md\",\"lastModifiedAt\":\"2025-08-01\",\"path\":\"cdp/schema/base-schema.md\",\"product\":\"cdp\",\"queries\":[\"activation CONDITION experiment assignment triggered event steps API destination\",\"create activation version steps condition experiment\"],\"score\":1.83,\"snippets\":[\"| Event type | Purpose | Notes | |---|---|---| | `updateCustomer` | Submit customer attribute updates. | Submitted as c\\u2026\"],\"source\":\"platform_docs\",\"title\":\"Base Schema\"},{\"contentAvailable\":true,\"createdAt\":\"2024-10-12\",\"documentId\":\"platform:experimentation/overview.md\",\"lastModifiedAt\":\"2025-06-10\",\"path\":\"experimentation/overview.md\",\"product\":\"cdp\",\"queries\":[\"activation CONDITION experiment assignment triggered event steps API destination\"],\"score\":1.48,\"snippets\":[\"Assignment facts are accepted as reserved `experiment:assigned` CDP events. Derived conversion facts are accepted as re\\u2026\"],\"source\":\"platform_docs\",\"title\":\"Experimentation Overview\"},{\"contentAvailable\":true,\"createdAt\":\"2024-07-25\",\"documentId\":\"platform:cdp/reference/validation-rules.md\",\"lastModifiedAt\":\"2025-01-24\",\"path\":\"cdp/reference/validation-rules.md\",\"product\":\"cdp\",\"queries\":[\"create activation version steps condition experiment\"],\"score\":1.67,\"snippets\":[\"\\u2026served for identity-only interactions. `experiment:assigned` and `experiment:converted` are reserved experiment events\\u2026\"],\"source\":\"platform_docs\",\"title\":\"Validation Rules Reference\"},{\"contentAvailable\":true,\"createdAt\":\"2025-05-08\",\"documentId\":\"platform:cdp/schema/schema-registry.md\",\"lastModifiedAt\":\"2025-09-26\",\"path\":\"cdp/schema/schema-registry.md\",\"product\":\"cdp\",\"queries\":[\"create activation version steps condition experiment\"],\"score\":1.65,\"snippets\":[\"\\u2026ved read-only customer field managed by activation tag steps. It is an array of tag objects with `name`, `ttlDays`, `a\\u2026\"],\"source\":\"platform_docs\",\"title\":\"Schema Registry\"},{\"contentAvailable\":true,\"createdAt\":\"2025-06-28\",\"documentId\":\"platform:segmentation/segmentation-overview.md\",\"lastModifiedAt\":\"2025-10-05\",\"path\":\"segmentation/segmentation-overview.md\",\"product\":\"cdp\",\"queries\":[\"create activation version steps condition experiment\"],\"score\":1.29,\"snippets\":[\"\\u2026he saved definition, increments `segmentVersion`, and keeps the same `segmentId`. Segment listings show accepted metad\\u2026\"],\"source\":\"platform_docs\",\"title\":\"Segmentation Overview\"}]}", "name": "search_platform_docs" }, "sampled": false, "timestamp": 1788405105.953661, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 31, "message": { "role": "tool", "tool_call_id": "call_hJe8pE2hkMB5jvCqaWCQvJaZ", "content": "{\"limit\":2,\"minScore\":0.75,\"product\":\"appsflyer\",\"results\":[{\"contentAvailable\":true,\"createdAt\":\"2024-11-22\",\"documentId\":\"platform:appsflyer/push-api.md\",\"lastModifiedAt\":\"2025-11-03\",\"path\":\"appsflyer/push-api.md\",\"product\":\"appsflyer\",\"queries\":[\"Push API message selections non organic install re attribution output fields\"],\"score\":3.0,\"snippets\":[\"Each AppsFlyer app can have at most six non-archived Push endpoints. An endpoint has a GET or POST URL, optional author\\u2026\"],\"source\":\"platform_docs\",\"title\":\"Push API endpoints\"}]}", "name": "search_platform_docs" }, "sampled": false, "timestamp": 1788405105.954178, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 32, "message": { "role": "tool", "tool_call_id": "call_QSnEuIqsDHFJBp7EeagSwEnI", "content": "{\"limit\":5,\"message\":\"No workplace documentation pages matched.\",\"minScore\":0.75,\"product\":\"workplace\",\"results\":[]}", "name": "search_platform_docs" }, "sampled": false, "timestamp": 1788405105.9545789, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 33, "message": { "role": "assistant", "tool_calls": [ { "id": "call_j1Nd7KYsueRgisbgRS0nR93O", "type": "function", "name": "fetch_document", "arguments": "{\"documentId\":\"platform:appsflyer/push-api.md\"}" }, { "id": "call_KkcTuUIq5ZxsEbfQ43QvXMsq", "type": "function", "name": "fetch_document", "arguments": "{\"documentId\":\"platform:activations/triggers-and-time.md\"}" }, { "id": "call_mYLkVecWBSDO8pb0ir3BT0ns", "type": "function", "name": "fetch_document", "arguments": "{\"documentId\":\"platform:experimentation/overview.md\"}" }, { "id": "call_J62Sc9OWnpjXz1Qwogtu8BEv", "type": "function", "name": "fetch_document", "arguments": "{\"documentId\":\"platform:experimentation/reserved-events.md\"}" }, { "id": "call_l34C0dJGwg9drsUfs0ANujkP", "type": "function", "name": "fetch_document", "arguments": "{\"documentId\":\"platform:cdp/schema/schema-registry.md\"}" }, { "id": "call_0pUjCXLwrpef9prT7gqCSgXV", "type": "function", "name": "fetch_document", "arguments": "{\"documentId\":\"platform:cdp/schema/base-schema.md\"}" } ], "provider_state": [ { "type": "reasoning.encrypted", "data": "gAAAAABqmOVwEpuJrHZxVGAA9qq9NxsRjNw_aoZnG5TrxRs2bG2W28NtoWO6LDCou6rnWSYILYn6ewCokkbinJuhxk_t3I3JRfEe5SHPUnc1wtBMRAIyTwEaZR1_rckqKpISCnlcJWAwOPFrv0pG_91FqukSDmcjB1FYCebZ4jE0L9A-0yMCSrsQkrz3unKs5JKpkXsvw2XVxaQmHANIJU698Y60g8B9WQmM3eliFmNJjyGsLAZo8srtqoedUSY3M84lGyl88opJjoV3HctWAAOUnGsUsU2IulEDgyftttbHwDOMic-bdV28OF0G3y_tj45eE3IHJNm_vLnk8k4XLTtyUMQvt-a6FSGOyV1DpT4UJQpQ4DSkuI3FFVd7JMWqBmqWwBOnHyMawSo-__jPXn1GzcFy6wf_4qpzLaKyGAqMSnZlkd-s3JtNuElUlEoonJTZw2OXcDM6dzY3E7PinkhAOtxen7gnNTX3pvt0H2Y9FgHoHbbo1HTBUo7ROxij7fd3NDE0LcvAgHluYYB43i-BKDhC02J0dhlSoN7IK_O8oofp0DozjnxSE0Q1HnTo7mCz-B2NmrOgEs-yrQsSrNipOJ6Ftnk025kBhc9bhTSC-0Y-8H_Uw-ic14t5bQeSiJZhXsbGH9VU5lphiaBCkqeMXw9c-sgTu0hSAQ9esq1RL4twkXFAmxZKka9cTNxnx456mfrQikKwibKLbM0frRoiJuFx_ZsbItTkkCLJYz5nP1FDum9Ffxj6kJ4og9g8hWIMcrPHqQftgq2IqHQIv6BZVAE0du5H6foc6QyrySu3yPVthcFjuh6P-_at-pjv0BZDSL_-uBnRhyyVdBIrtX6FmpCBXQ9ddrKtncTU-dlK4DGyinY2e54oqffNDc8ZZdhFLzaj_maaivve0hGFB_yvwxGLbQaFgmT4ECMoixCVX38jN6Izco8iFspvVl3n2N7mZk2ApXPi-0EGS75pT_v0jdgs-Gw-9vnO4IbwlR38VhSlQ7DgbQhxe1nuYnV10EOAMWTjX0g5mCVTOeLm6wl9aW4hvVYTg8FoamxEPamn7-UW65BM0nZ6Mk3hPQBNCKcOu_kTftdx2VP0zzSJDJuKkyDAavAz9oV3dORHKZt5RQllaS1NLNTJazpkqQ-FHeQdkImKJZu1bbmJhPL5vUkSMH_eyvFjXFxLVFRVONKOBDZ0hx0ybN5Hq87WSl5SJK0Da-zHh9uVaE6_r7QIdilyxr3z8pZCPGapAC_ukYnTvPmpkTuMWfibO67Tn0ZRWUH309b1Tn0edi0NGSyyzvCkjpKY-ccsNKhDuaXSi19xOveUzQZr375gUPN5GYVjgDcayzj3Rc8qSlPlfttGNbJEZQgzPe06cPgtpbPcb-zcPSYbykMqsO3AEPND_qIfnbbYpYZhpqvHfB9NdS0ceLg-zoTdCzER8b_gtu8fouQv8IE3mUtlvTpVA_FSI4j6kUdiVJ1hu9hA8TM0CpgvT80_9u0UBslzNYqVdxCUck7Ss4_njULg88VCcGkhGg8qG6Xv3lHALqls.eyJlbmRwb2ludF9zbHVnIjoib3BlbmFpL2dwdC01LjYtbHVuYS0yMDI2MDcwOXxvcGVuYWkifQ", "format": "openai-responses-v1", "id": "rs_043bfe69aa67e969016a98e56c58dc87d1b4165e5762189bd9", "index": 0 } ] }, "sampled": true, "timestamp": 1788405105.9547799, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 34, "message": { "role": "tool", "tool_call_id": "call_j1Nd7KYsueRgisbgRS0nR93O", "content": "{\"document\":{\"content\":\"# Push API endpoints\\n\\nEach AppsFlyer app can have at most six non-archived Push endpoints. An endpoint has a GET or POST URL, optional authorization token, output fields, message selections, and `draft`, `active`, `paused`, or `archived` lifecycle. Archiving frees a slot and preserves historical deliveries.\\n\\nThe six selectable message classes are install, re-engagement, re-attribution, install in-app events, re-engagement in-app events, and re-attribution in-app events. Choose organic and/or non-organic scope for each applicable row. For in-app rows, select `all` or at most 52 named events. AppsFlyer always includes `appsflyer_id`, `event_name`, `event_time`, `event_type`, `media_source`, and `campaign`; selected fields are added.\\n\\nTesting and production are distinct. A test sends a diagnostic payload through the receiver's diagnostic path with a shorter timeout and omits the configured authorization token. A future production occurrence sends the configured token and is subject to normal receiver authentication. Test records never count as production delivery, and neither tests nor activation backfill earlier occurrences.\\n\\nPush delivery reports provide bounded CSV exports of test and production attempts. Authorization values are masked. Structured request bodies and responses appear as JSON strings inside escaped CSV cells. Overlapping valid message selections can produce multiple deliveries; AppsFlyer does not ask the receiving system to deduplicate them.\\n\\n## Related pages\\n\\n- [AppsFlyer apps and credentials](apps-and-credentials.md)\\n- [Raw-data report exports](raw-data-reports.md)\\n- [Mobile S2S events](mobile-s2s.md)\\n\",\"createdAt\":\"2024-11-22\",\"documentId\":\"platform:appsflyer/push-api.md\",\"lastModifiedAt\":\"2025-11-03\",\"path\":\"appsflyer/push-api.md\",\"product\":\"appsflyer\",\"source\":\"platform_docs\",\"title\":\"Push API endpoints\"}}", "name": "fetch_document" }, "sampled": false, "timestamp": 1788405133.324685, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 35, "message": { "role": "tool", "tool_call_id": "call_KkcTuUIq5ZxsEbfQ43QvXMsq", "content": "{\"document\":{\"content\":\"# Activation Triggers And Time\\n\\nScheduled activations evaluate a saved `standard` segment at deterministic schedule occurrences. A scheduled trigger requires a segment ID and `startAt`; it may also include `cron` and `endAt`. The start time must be a UTC timestamp ending in `Z`. A scheduled version can be drafted with a past start time, but activation fails if `startAt` is before the current account time.\\n\\nCron schedules use UTC and deterministic cron syntax. If `startAt` itself matches the cron expression, it is the first eligible occurrence; later occurrences follow the same cron normally. The platform accepts ranges, lists, steps, month and weekday names, macros such as `@weekly`, `W`, `L`, `#`, optional seconds, optional year, and deterministic hashed `H` values tied to the activation. Random `R` expressions and `@reboot` are not supported. Timezone-local cron is not supported.\\n\\nScheduled trigger cron creates recurring entry opportunities between `startAt` and optional `endAt`. For day-of-month step schedules such as `0 9 */10 * *` or `0 9 */14 * *`, the step is anchored from `startAt`, so it can represent every 10 days or every 2 weeks from the schedule start instead of resetting at each calendar month.\\n\\n`WAIT_UNTIL` cron is different from scheduled trigger cron. It computes one UTC deadline for the current activation instance, strictly after the time the customer entered that wait step. For example, `0 9 * * MON` waits until the next Monday 09:00 UTC once and then exits through the `OK` transition.\\n\\nTriggered activations evaluate an inline trigger expression after a newly accepted visible behavioral event is materialized. The expression can use `event.*` fields from the event that caused evaluation and `customer.*` fields from the current materialized customer profile. Triggered activations do not reference saved segments.\\n\\nTriggered evaluation happens after identity resolution, event transformation outputs, and calculated customer properties are refreshed. Historical records reconciled by event stream reprocessing do not trigger activations again. Reserved internal events such as experiment assignment and conversion records are not activation triggers.\\n\\nIf a triggered expression matches an event that has not resolved to a canonical customer, no journey instance starts. The skipped evaluation is still visible in activation run queries so teams can distinguish anonymous activity from a trigger that did not match.\\n\\nThe account clock drives scheduled occurrences and wait completions. When account time advances, the platform processes work due at or before the new time. Waits and action logs use the time at which the work became due, not wall-clock time.\\n\\nCondition steps reached after a wait evaluate against the customer profile and visible accepted event history at the wait completion time. `customer.events` direct list checks can see qualifying events submitted during the wait, but events timestamped after the condition time are not included.\\n\\nRestart mode controls re-entry when the same customer qualifies while they already have a running or waiting instance for the activation. `restart` cancels existing active instances and starts a new one. `ignore` records an ignored entry attempt when an active instance already exists. `parallel` always starts a new instance.\\n\\n## Related pages\\n\\n- \\\"Activations Overview\\\"\\n- \\\"Activation Graph Steps\\\"\\n- \\\"Evaluate Segments\\\"\\n\",\"createdAt\":\"2025-06-15\",\"documentId\":\"platform:activations/triggers-and-time.md\",\"lastModifiedAt\":\"2025-09-22\",\"path\":\"activations/triggers-and-time.md\",\"product\":\"cdp\",\"source\":\"platform_docs\",\"title\":\"Activation Triggers And Time\"}}", "name": "fetch_document" }, "sampled": false, "timestamp": 1788405133.325058, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 36, "message": { "role": "tool", "tool_call_id": "call_mYLkVecWBSDO8pb0ir3BT0ns", "content": "{\"document\":{\"content\":\"# Experimentation Overview\\n\\nExperimentation manages A/B test configuration and lifecycle. It does not decide\\nwinners, calculate lift, or store assignment and conversion rows outside the\\nCDP event stream.\\n\\nThe main objects are:\\n\\n- `ab_metric`: reusable conversion definitions.\\n- `ab_experiment`: stable experiment intent, metrics, assignment identifier,\\n and run timestamps.\\n- `ab_experiment_version`: draft, active, or terminated configuration revisions.\\n- `ab_variant`: version-scoped variants with percentage allocation.\\n\\nAssignment facts are accepted as reserved `experiment:assigned` CDP events.\\nDerived conversion facts are accepted as reserved `experiment:converted` CDP\\nevents. Reporting denominators come from assignment events; conversion facts are\\ncounts or source-event contributions.\\n\\nExperimentation management supports metric setup, experiment setup, version lifecycle changes, and review of experiment records.\\n\\nDefault experiment fetches exclude archived experiments and return the active\\nversion first when one exists. Use expanded version history only when reviewing\\ndrafts or prior versions. Archived experiments remain audit records, cannot be\\nactivated again, and do not reserve their experiment key for future creates.\\nBefore reusing a key, the previous experiment must be archived.\\n\\nFetch filters are optional. A blank metric or experiment ID/key filter is\\ntreated as omitted rather than as an invalid locator.\\n\\n## Related pages\\n\\n- \\\"Creating Experiments\\\"\\n- \\\"Experiment Lifecycle\\\"\\n- \\\"Success Metrics and Conversions\\\"\\n- \\\"Assignment and Eligibility\\\"\\n- \\\"Reserved Experiment Events\\\"\\n\",\"createdAt\":\"2024-10-12\",\"documentId\":\"platform:experimentation/overview.md\",\"lastModifiedAt\":\"2025-06-10\",\"path\":\"experimentation/overview.md\",\"product\":\"cdp\",\"source\":\"platform_docs\",\"title\":\"Experimentation Overview\"}}", "name": "fetch_document" }, "sampled": false, "timestamp": 1788405133.325341, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 37, "message": { "role": "tool", "tool_call_id": "call_J62Sc9OWnpjXz1Qwogtu8BEv", "content": "{\"document\":{\"content\":\"# Reserved Experiment Events\\n\\nExperiment assignment and conversion facts are CDP events with platform-defined\\nbehavior.\\n\\n`experiment:assigned` is the exposure fact emitted by product instrumentation or\\nan upstream assignment system when a customer qualifies for an active experiment\\nversion and receives a variant. The platform treats accepted assignment facts as\\nauthoritative. Assignment events can use any registered CDP identifier,\\nincluding low-confidence identifiers such as `cookieId`.\\n\\nRequired assignment properties:\\n\\n- `experimentId`\\n- `versionId`\\n- `variantId`\\n- `assignmentIdentifierPath`\\n- `assignmentIdentifierValue`\\n\\nContextual bandit assignments also include `contextValuesJson`, mapping the\\nconfigured context paths to the values used at assignment time.\\n\\nAssignment events do not include version number, deterministic bucket, or\\nrandomisation seed. Their timestamp must be within the experiment run window.\\nThe platform validates references and structure, but it does not re-run\\nallocation or eligibility checks during ingestion.\\n\\n`experiment:converted` is system-derived audit data. It cannot be submitted\\ndirectly through customer-data ingestion. The platform emits it synchronously\\nwhen an accepted ordinary behavioral event matches an exposed experiment's\\nmetric definition.\\n\\nRequired conversion properties:\\n\\n- `experimentId`\\n- `versionId`\\n- `variantId`\\n- `metricId`\\n- `conversionType`\\n- `sourceEventId`\\n- `assignmentEventId`\\n- `countedAt`\\n- `attributionReason`\\n\\nContinuous conversions also include `attributedValue`.\\n\\nAnonymous assignment can be accepted before a canonical customer exists. Raw\\nidentifier matching and later identity stitching can connect the assignment to\\nsource events; conversion recomputation deduplicates by source event,\\nexperiment, and metric. Use `experiment:assigned` for assignment audit and\\ninspect `experiment:converted` for attribution audit events.\\n\\n## Related pages\\n\\n- \\\"Event Transformations\\\"\\n- \\\"Success Metrics and Conversions\\\"\\n- \\\"Experiment Lifecycle\\\"\\n- \\\"Reserved Platform Events\\\"\\n\",\"createdAt\":\"2025-05-11\",\"documentId\":\"platform:experimentation/reserved-events.md\",\"lastModifiedAt\":\"2025-07-04\",\"path\":\"experimentation/reserved-events.md\",\"product\":\"cdp\",\"source\":\"platform_docs\",\"title\":\"Reserved Experiment Events\"}}", "name": "fetch_document" }, "sampled": false, "timestamp": 1788405133.3256729, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 38, "message": { "role": "tool", "tool_call_id": "call_l34C0dJGwg9drsUfs0ANujkP", "content": "{\"document\":{\"content\":\"# Schema Registry\\n\\nThe schema registry defines the event types, event properties, customer attributes, calculated customer properties, and identifiers accepted by the CDP.\\n\\nEvent types describe categories of behavioural activity. Event properties define the fields allowed for each event type, including type, requiredness, array item type, object schema, and description. New event properties and nested object fields are required by default unless marked optional.\\n\\nCustomer attributes define which profile fields can be updated through customer updates. Attributes have a value type, a description, and a merge strategy. Supported merge strategies are `keep_newest` and `keep_oldest`.\\n\\nCalculated customer properties are read-only customer fields derived from accepted event history. They are configured as customer aggregates, but they appear in the active customer schema as `customer.*` fields for segmentation and inspection. The customer aggregate schema view shows their aggregate configuration.\\n\\n`customer.tags` is a reserved read-only customer field managed by activation tag steps. It is an array of tag objects with `name`, `ttlDays`, `addedAt`, and `expiresAt`. It appears in customer schema and profile inspection, but users cannot register it as a customer attribute, calculated property, or identifier.\\n\\nStructured object and array fields use the CDP schema shape, not generic JSON Schema. An object schema is written as `{\\\"properties\\\": {\\\"fieldName\\\": {\\\"type\\\": \\\"string\\\"}}}`. An array declares `arrayItemType`; arrays of objects also provide the item object schema, for example `{\\\"type\\\": \\\"array\\\", \\\"arrayItemType\\\": \\\"object\\\", \\\"objectSchema\\\": {\\\"properties\\\": {\\\"slotId\\\": {\\\"type\\\": \\\"string\\\"}}}}`. Nested fields are required unless their field spec sets `required` to `false`.\\n\\nIdentifier definitions control which identifier names can be submitted and whether each identifier is high or low confidence. Identifier values are strings in the current version.\\n\\nThe active customer namespace is shared by customer attributes, calculated customer properties, identifiers, and reserved fields such as `customer.canonicalCustomerId`, `customer.events`, and `customer.tags`. New schema entries that collide with active customer paths are rejected.\\n\\nNew submissions are validated against the latest schema. Existing accepted records remain available after a schema change and retain the fields that were accepted with them.\\n\\nSchema changes use separate input shapes for each `action` and `entity`; include\\nonly fields that belong to that operation. For example, event type registration\\nuses `eventType`, while calculated customer property registration uses\\n`entity: customer_aggregate` with `name`, `aggregateType`, and its source\\n`eventType`.\\n\\nSchema views can include common values for simple accepted fields. Those examples are based on accepted data only, so rejected submissions do not contribute to common values.\\n\\nCustomer attributes, event properties, event types, and calculated customer properties cannot be deleted or type-changed while saved segments, calculated customer properties, experiment metrics, or experiment configuration depend on them. Dependency errors list the blocking segments, aggregate definitions, metrics, or experiments so those references can be removed first.\\n\\n## Related pages\\n\\n- \\\"Base Schema\\\"\\n- \\\"Calculated Customer Properties\\\"\\n- \\\"Event Transformations\\\"\\n- \\\"Event Properties\\\"\\n- \\\"Identifiers\\\"\\n\",\"createdAt\":\"2025-05-08\",\"documentId\":\"platform:cdp/schema/schema-registry.md\",\"lastModifiedAt\":\"2025-09-26\",\"path\":\"cdp/schema/schema-registry.md\",\"product\":\"cdp\",\"source\":\"platform_docs\",\"title\":\"Schema Registry\"}}", "name": "fetch_document" }, "sampled": false, "timestamp": 1788405133.325943, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 39, "message": { "role": "tool", "tool_call_id": "call_0pUjCXLwrpef9prT7gqCSgXV", "content": "{\"document\":{\"content\":\"# Base Schema\\n\\nThe CDP includes a base schema for common commerce and browsing activity. This gives teams a shared starting contract for frequently submitted customer events while still allowing the schema to be extended for additional business context.\\n\\n## Identifiers\\n\\n| Identifier | Type | Confidence | Description |\\n|---|---|---|---|\\n| `userId` | string | high | Universal user identifier. |\\n| `cookieId` | string | low | Anonymous browser or device identifier. |\\n\\n## Reserved Event Types\\n\\n| Event type | Purpose | Notes |\\n|---|---|---|\\n| `updateCustomer` | Submit customer attribute updates. | Submitted as customer data, not as a behavioural event. |\\n| `identify` | Connect two or more identifiers. | Submitted as event data, but it does not create a behavioural event record. |\\n| `experiment:assigned` | Record an experiment assignment and exposure fact. | Accepted as a reserved experiment event and used for attribution. |\\n| `experiment:converted` | Record a derived experiment conversion fact. | Emitted by the system when a source event matches an exposed experiment metric. |\\n| `activation:stepEntered` | Record that a customer entered an activation journey step. | Emitted by the system and available in customer event history. |\\n| `activation:stepExited` | Record the path a customer took out of an activation journey step. | Emitted by the system and can trigger follow-up activations. |\\n\\nReserved event types have platform-defined behaviour. They are part of the data contract, but they are not custom behavioural events and should not be reused as event names for ordinary customer actions.\\n\\n## Base Behavioural Events\\n\\n| Event type | Description | Typical use |\\n|---|---|---|\\n| `commerce:order` | Captures a completed order. | Revenue, order contents, and order identifiers. |\\n| `commerce:order-refunded` | Captures a refund on an order. | Refund amount and related order ID. |\\n| `browsing:pageview` | Captures a customer viewing a resource. | Page or resource views such as `/pricing`. |\\n\\n## `commerce:order` Properties\\n\\n| Property | Type | Required | Description |\\n|---|---|---:|---|\\n| `amount` | number | Yes | Total order amount. |\\n| `currency` | string | No | Currency code, preferably ISO 4217, such as `USD`. |\\n| `skus` | array | No | List of SKUs included in the order. |\\n| `tax` | number | No | Optional amount of tax included in the total amount. When present, `amount` is interpreted as gross. |\\n| `taxCurrency` | string | No | Currency code for the tax amount. |\\n| `orderId` | string | No | Order identifier. |\\n\\n## `commerce:order-refunded` Properties\\n\\n| Property | Type | Required | Description |\\n|---|---|---:|---|\\n| `amount` | number | Yes | Amount refunded to the customer. |\\n| `orderId` | string | No | Order identifier. |\\n\\n## `browsing:pageview` Properties\\n\\n| Property | Type | Required | Description |\\n|---|---|---:|---|\\n| `resource` | string | Yes | URL or resource viewed, such as `/pricing`. |\\n\\nPageviews often need additional context, such as visible content sections, campaign details, or placement metadata. Add those properties to the `browsing:pageview` schema before submitting events that contain them.\\n\\n## Reserved Platform Event Properties\\n\\nReserved platform events use platform-defined property contracts rather than\\nordinary custom event-property registration. Experiment exposure and conversion\\nfacts, plus activation step entry and exit facts, are stored in accepted event\\nhistory where applicable.\\n\\nSee \\\"Reserved Platform Events\\\" for the full contract.\\n\\n## Related pages\\n\\n- \\\"Calculated Customer Properties\\\"\\n- \\\"Event Transformations\\\"\\n- \\\"Event Properties\\\"\\n- \\\"Identifiers\\\"\\n- \\\"Schema Registry\\\"\\n- \\\"Reserved Experiment Events\\\"\\n- \\\"Reserved Platform Events\\\"\\n\",\"createdAt\":\"2024-09-21\",\"documentId\":\"platform:cdp/schema/base-schema.md\",\"lastModifiedAt\":\"2025-08-01\",\"path\":\"cdp/schema/base-schema.md\",\"product\":\"cdp\",\"source\":\"platform_docs\",\"title\":\"Base Schema\"}}", "name": "fetch_document" }, "sampled": false, "timestamp": 1788405133.3261921, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 40, "message": { "role": "assistant", "tool_calls": [ { "id": "call_3V2Yq4TuJCrI6KcwqDN6xOET", "type": "function", "name": "fetch_activations", "arguments": "{\"activationId\":\"\",\"key\":\"\",\"activationVersionId\":\"\",\"includeArchived\":true,\"includeAllVersions\":true,\"includeFrozenSnapshots\":true,\"versionStatus\":\"active\",\"containsStepType\":\"\",\"archived\":false}" }, { "id": "call_pQPqraNoNCIduXaZ24yix2tt", "type": "function", "name": "fetch_ab_experiments", "arguments": "{\"experimentId\":\"\",\"key\":\"\",\"includeArchived\":true,\"includeAllVersions\":true,\"versionStatus\":\"active\",\"author\":\"\",\"secondaryMetricId\":\"\",\"hasDraft\":false,\"experimentType\":\"frequentist\",\"state\":\"running\",\"primaryMetricId\":\"\"}" }, { "id": "call_Rhy6nXSuMXharcnYuFY8iDy5", "type": "function", "name": "cdp_query_logs", "arguments": "{\"filters\":{\"text\":\"prestige\",\"source\":\"activation\",\"kind\":\"\",\"status\":\"\",\"submissionId\":\"\",\"eventType\":\"\",\"canonicalCustomerId\":\"\",\"activationId\":\"\",\"activationVersionId\":\"\",\"activationInstanceId\":\"\",\"fromTime\":\"2026-06-01T00:00:00Z\",\"toTime\":\"2026-07-22T12:00:00Z\",\"identifiers\":{\"name\":\"\",\"value\":\"\"}},\"order\":\"DESCENDING\",\"limit\":100}" }, { "id": "call_1E2yXaBIQHNDgwXhu0NzxJl8", "type": "function", "name": "search_platform_docs", "arguments": "{\"product\":\"cdp\",\"queries\":[\"Event Transformations JSONata source event properties body output complete event object\",\"activation graph steps condition experiment assignment API request destination\",\"experiment assignment eligibility condition variants percentages\"],\"limit\":5,\"dateFilter\":\"-2y\",\"lastModifiedFilter\":\"-2y\"}" }, { "id": "call_FXfYC4JJxo19abEsGO2T0lDm", "type": "function", "name": "read_cdp_journey_experimentation_settings", "arguments": "{}" } 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"{\"experiments\":[{\"configurationAvailable\":true,\"currentVersion\":{\"status\":\"active\",\"variantCount\":2,\"versionId\":\"expver_7m2p9x\",\"versionNumber\":1},\"derivedState\":\"running\",\"experimentId\":\"exp_7m2p9x\",\"experimentType\":\"frequentist\",\"key\":\"hospital_onboarding_banner\",\"name\":\"Hospital Tycoon Onboarding Banner\",\"primaryMetricId\":\"metric_5n8r2q\"}]}", "name": "fetch_ab_experiments" }, "sampled": false, "timestamp": 1788405160.9756281, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 43, "message": { "role": "tool", "tool_call_id": "call_Rhy6nXSuMXharcnYuFY8iDy5", "content": "\"| time | status | source | type | customer | subject | message |\\n| --- | --- | --- | --- | --- | --- | --- |\\n| 2026-07-20T09:05:03Z | executed | activation | activation_action | cust_6r4z2h | call_api | activation=hospital_ward_rush_reporting; instance=row_6r4z2h_a; step=CALL_API:report; api: endpoint=https://ops.hospitaltycoon.co/v1/ward-rush/report, authType=bearer, bearerTokenSecretName=HTY_PRESTIGE_ROUTER_TOKEN; body: playerId=player_6r4z2h, eventType=ward.rush.started |\\n| 2026-07-19T16:02:03Z | executed | activation | activation_action | cust_2p6m8q | call_api | activation=hospital_tutorial_progress; instance=row_2p6m8q_a; step=CALL_API:report; api: endpoint=https://ops.hospitaltycoon.co/v1/tutorial/progress, authType=bearer, bearerTokenSecretName=HTY_PRESTIGE_ROUTER_TOKEN; body: appsFlyerId=afid_2p6m8q, lessonId=ward-layout-03 |\"", "name": "cdp_query_logs" }, "sampled": false, "timestamp": 1788405160.976129, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 44, "message": { "role": "tool", "tool_call_id": "call_1E2yXaBIQHNDgwXhu0NzxJl8", "content": 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Event properties define the fields allowed for each event type\\u2026\"],\"source\":\"platform_docs\",\"title\":\"Schema Registry\"},{\"contentAvailable\":true,\"createdAt\":\"2025-01-13\",\"documentId\":\"platform:cdp/schema/event-properties.md\",\"lastModifiedAt\":\"2025-09-08\",\"path\":\"cdp/schema/event-properties.md\",\"product\":\"cdp\",\"queries\":[\"Event Transformations JSONata source event properties body output complete event object\"],\"score\":1.43,\"snippets\":[\"Event property deletion and type changes are blocked while a saved segment, an active calculated customer property, or\\u2026\"],\"source\":\"platform_docs\",\"title\":\"Event Properties\"},{\"contentAvailable\":true,\"createdAt\":\"2025-12-08\",\"documentId\":\"platform:experimentation/success-metrics-and-conversions.md\",\"lastModifiedAt\":\"2025-12-08\",\"path\":\"experimentation/success-metrics-and-conversions.md\",\"product\":\"cdp\",\"queries\":[\"Event Transformations JSONata source event properties body output complete event object\",\"experiment assignment eligibility condition variants percentages\"],\"score\":1.38,\"snippets\":[\"Use direct event paths such as `event.amount`, not `event.properties.amount`. The filter is checked against the registe\\u2026\"],\"source\":\"platform_docs\",\"title\":\"Success Metrics and Conversions\"},{\"contentAvailable\":true,\"createdAt\":\"2025-07-05\",\"documentId\":\"platform:cdp/settings/platform-settings.md\",\"lastModifiedAt\":\"2025-10-14\",\"path\":\"cdp/settings/platform-settings.md\",\"product\":\"cdp\",\"queries\":[\"Event Transformations JSONata source event properties body output complete event object\",\"activation graph steps condition experiment assignment API request destination\"],\"score\":3.38,\"snippets\":[\"\\u2026nly suite secrets for bearer tokens and API request bodies. A stored secret can hold a copied provider credential for\\u2026\"],\"source\":\"platform_docs\",\"title\":\"CDP Suite Settings\"},{\"contentAvailable\":true,\"createdAt\":\"2024-11-17\",\"documentId\":\"platform:cdp/schema/calculated-customer-properties.md\",\"lastModifiedAt\":\"2025-07-11\",\"path\":\"cdp/schema/calculated-customer-properties.md\",\"product\":\"cdp\",\"queries\":[\"Event Transformations JSONata source event properties body output complete event object\"],\"score\":1.24,\"snippets\":[\"Event properties are referenced directly in filters and value paths, such as `event.amount` or `event.product.category`\\u2026\"],\"source\":\"platform_docs\",\"title\":\"Calculated Customer Properties\"},{\"contentAvailable\":true,\"createdAt\":\"2025-06-15\",\"documentId\":\"platform:activations/triggers-and-time.md\",\"lastModifiedAt\":\"2025-09-22\",\"path\":\"activations/triggers-and-time.md\",\"product\":\"cdp\",\"queries\":[\"activation graph steps condition experiment assignment API request destination\",\"experiment assignment eligibility condition variants percentages\"],\"score\":4.07,\"snippets\":[\"\\u2026vent stream reprocessing do not trigger activations again. Reserved internal events such as experiment assignment and\\u2026\"],\"source\":\"platform_docs\",\"title\":\"Activation Triggers And Time\"},{\"contentAvailable\":true,\"createdAt\":\"2024-09-21\",\"documentId\":\"platform:cdp/schema/base-schema.md\",\"lastModifiedAt\":\"2025-08-01\",\"path\":\"cdp/schema/base-schema.md\",\"product\":\"cdp\",\"queries\":[\"activation graph steps condition experiment assignment API request destination\"],\"score\":1.68,\"snippets\":[\"\\u2026create a behavioural event record. | | `experiment:assigned` | Record an experiment assignment and exposure fact. | Ac\\u2026\"],\"source\":\"platform_docs\",\"title\":\"Base Schema\"},{\"contentAvailable\":true,\"createdAt\":\"2025-05-11\",\"documentId\":\"platform:experimentation/reserved-events.md\",\"lastModifiedAt\":\"2025-07-04\",\"path\":\"experimentation/reserved-events.md\",\"product\":\"cdp\",\"queries\":[\"activation graph steps condition experiment assignment API request destination\",\"experiment assignment eligibility condition variants percentages\"],\"score\":2.41,\"snippets\":[\"Assignment events do not include version number, deterministic bucket, or randomisation seed. Their timestamp must be w\\u2026\"],\"source\":\"platform_docs\",\"title\":\"Reserved Experiment Events\"},{\"contentAvailable\":true,\"createdAt\":\"2024-10-12\",\"documentId\":\"platform:experimentation/overview.md\",\"lastModifiedAt\":\"2025-06-10\",\"path\":\"experimentation/overview.md\",\"product\":\"cdp\",\"queries\":[\"activation graph steps condition experiment assignment API request destination\",\"experiment assignment eligibility condition variants percentages\"],\"score\":3.56,\"snippets\":[\"\\u2026reusable conversion definitions. - `ab_experiment`: stable experiment intent, metrics, assignment identifier, and run\\u2026\"],\"source\":\"platform_docs\",\"title\":\"Experimentation Overview\"},{\"contentAvailable\":true,\"createdAt\":\"2024-09-10\",\"documentId\":\"platform:segmentation/segment-definition-syntax.md\",\"lastModifiedAt\":\"2025-08-08\",\"path\":\"segmentation/segment-definition-syntax.md\",\"product\":\"cdp\",\"queries\":[\"experiment assignment eligibility condition variants percentages\"],\"score\":0.95,\"snippets\":[\"Audience-condition definitions are strings:\"],\"source\":\"platform_docs\",\"title\":\"Segment Definition Syntax\"}]}", "name": "search_platform_docs" }, "sampled": false, "timestamp": 1788405160.9771378, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 45, "message": { "role": "tool", "tool_call_id": "call_FXfYC4JJxo19abEsGO2T0lDm", "content": "{\"cdp\":{\"merge_strategy\":\"keep_newest\"},\"secrets\":{\"HTY_PRESTIGE_ROUTER_TOKEN\":{\"description\":\"Bearer token for Hospital Tycoon prestige recovery handoff.\",\"updatedAt\":\"2026-07-20T12:00:00Z\"}},\"segmentation\":{}}", "name": "read_cdp_journey_experimentation_settings" }, "sampled": false, "timestamp": 1788405160.977566, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 46, "message": { "role": "assistant", "reasoning_content": "**Exploring queries and documentation**\n\nI’m considering running four queries in parallel related to source activation, transformation, data, and text for \"prestige.\" I think I should check the logs for any IDs that might be useful. Additionally, it might be a good idea to look for documents about success metrics and perhaps the activation graph step documents via a precise search query with the exact title. That could help clarify things and ensure I’m on the right track!", "tool_calls": [ { "id": "call_uek11B1BfQF9mny9CqZFOBoe", "type": "function", "name": "fetch_activations", "arguments": "{\"activationId\":\"act_6n2p9x\",\"key\":\"\",\"activationVersionId\":\"\",\"includeArchived\":true,\"includeAllVersions\":true,\"includeFrozenSnapshots\":true,\"versionStatus\":\"active\",\"containsStepType\":\"\",\"archived\":false}" }, { "id": "call_g5y8hO5wJTyFlRhysspWo9AO", "type": "function", "name": "fetch_ab_experiments", "arguments": "{\"experimentId\":\"\",\"key\":\"\",\"includeArchived\":true,\"includeAllVersions\":true,\"versionStatus\":\"draft\",\"author\":\"\",\"secondaryMetricId\":\"\",\"hasDraft\":true,\"experimentType\":\"frequentist\",\"state\":\"ended\",\"primaryMetricId\":\"\"}" }, { "id": "call_waai2P58wecpYwsWPgDOLo8y", "type": "function", "name": "fetch_ab_experiments", "arguments": "{\"experimentId\":\"\",\"key\":\"\",\"includeArchived\":true,\"includeAllVersions\":true,\"versionStatus\":\"draft\",\"author\":\"\",\"secondaryMetricId\":\"\",\"hasDraft\":true,\"experimentType\":\"frequentist\",\"state\":\"not_started\",\"primaryMetricId\":\"\"}" }, { "id": "call_9q2ISsp40tAtM2I5ITkJlrq3", "type": "function", "name": "cdp_query_logs", "arguments": "{\"filters\":{\"text\":\"prestige\",\"source\":\"transformation\",\"kind\":\"\",\"status\":\"\",\"submissionId\":\"\",\"eventType\":\"\",\"canonicalCustomerId\":\"\",\"activationId\":\"\",\"activationVersionId\":\"\",\"activationInstanceId\":\"\",\"fromTime\":\"2026-06-01T00:00:00Z\",\"toTime\":\"2026-07-22T12:00:00Z\",\"identifiers\":{\"name\":\"\",\"value\":\"\"}},\"order\":\"DESCENDING\",\"limit\":100}" }, { "id": "call_lJzGDKi62Xpo6nzu1D5gAQjv", "type": "function", "name": "cdp_query_logs", "arguments": "{\"filters\":{\"text\":\"prestige\",\"source\":\"data\",\"kind\":\"\",\"status\":\"\",\"submissionId\":\"\",\"eventType\":\"\",\"canonicalCustomerId\":\"\",\"activationId\":\"\",\"activationVersionId\":\"\",\"activationInstanceId\":\"\",\"fromTime\":\"2026-06-01T00:00:00Z\",\"toTime\":\"2026-07-22T12:00:00Z\",\"identifiers\":{\"name\":\"\",\"value\":\"\"}},\"order\":\"DESCENDING\",\"limit\":100}" }, { "id": "call_8o7YW0JiMBK8os2DV95MDH1z", "type": "function", "name": "search_platform_docs", "arguments": "{\"product\":\"cdp\",\"queries\":[\"Activation Graph Steps CONDITION EXPERIMENT CALL_API JSONata\",\"Creating Experiments assignmentIdentifierPath eligibilityConditionId variant allocation\",\"Event Transformations\"],\"limit\":5,\"dateFilter\":\"-2y\",\"lastModifiedFilter\":\"-2y\"}" } ], "provider_state": [ { "type": "reasoning.summary", "summary": "**Exploring queries and documentation**\n\nI’m considering running four queries in parallel related to source activation, transformation, data, and text for \"prestige.\" I think I should check the logs for any IDs that might be useful. Additionally, it might be a good idea to look for documents about success metrics and perhaps the activation graph step documents via a precise search query with the exact title. That could help clarify things and ensure I’m on the right track!", "format": "openai-responses-v1", "index": 0 }, { "type": "reasoning.encrypted", "data": 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It is an array of tag objects with `name`, `ttlDays`, `a\\u2026\"],\"source\":\"platform_docs\",\"title\":\"Schema Registry\"},{\"contentAvailable\":true,\"createdAt\":\"2024-09-21\",\"documentId\":\"platform:cdp/schema/base-schema.md\",\"lastModifiedAt\":\"2025-08-01\",\"path\":\"cdp/schema/base-schema.md\",\"product\":\"cdp\",\"queries\":[\"Activation Graph Steps CONDITION EXPERIMENT CALL_API JSONata\",\"Event Transformations\"],\"score\":1.29,\"snippets\":[\"Reserved platform events use platform-defined property contracts rather than ordinary custom event-property registratio\\u2026\"],\"source\":\"platform_docs\",\"title\":\"Base Schema\"},{\"contentAvailable\":true,\"createdAt\":\"2024-07-25\",\"documentId\":\"platform:cdp/reference/validation-rules.md\",\"lastModifiedAt\":\"2025-01-24\",\"path\":\"cdp/reference/validation-rules.md\",\"product\":\"cdp\",\"queries\":[\"Activation Graph Steps CONDITION EXPERIMENT CALL_API JSONata\"],\"score\":1.28,\"snippets\":[\"\\u2026served for identity-only interactions. `experiment:assigned` and `experiment:converted` are reserved experiment events\\u2026\"],\"source\":\"platform_docs\",\"title\":\"Validation Rules Reference\"},{\"contentAvailable\":true,\"createdAt\":\"2025-12-08\",\"documentId\":\"platform:experimentation/success-metrics-and-conversions.md\",\"lastModifiedAt\":\"2025-12-08\",\"path\":\"experimentation/success-metrics-and-conversions.md\",\"product\":\"cdp\",\"queries\":[\"Creating Experiments assignmentIdentifierPath eligibilityConditionId variant allocation\"],\"score\":3.1,\"snippets\":[\"For contextual bandit experiments, the primary metric is the optimization objective consumed by the allocator. 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Existing accepted e\\u2026\"],\"source\":\"platform_docs\",\"title\":\"Event Properties\"}]}", "name": "search_platform_docs" }, "sampled": false, "timestamp": 1788405186.7720141, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 53, "message": { "role": "assistant", "reasoning_content": "**Evaluating event processing**\n\nI’m considering how the test event might produce a raw event. I think we could define a JSONata expression robustly using $lookup, possibly targeting either event.properties.body or event.body. It seems essential that the platform's JSONata expression outputs either the complete event object or null. I'll need to understand the accepted output schema and the mapping of identifiers, like whether `appsFlyerId` is registered and how to fetch the schema identifier section.", "tool_calls": [ { "id": "call_S8qffA4l9hRrklLQXvTn9GkI", "type": "function", "name": "fetch_schema", "arguments": "{\"type\":\"identifier\"}" }, { "id": "call_5yKZ0rmcA2sPMQQPuNBHJLAD", "type": "function", "name": "fetch_document", "arguments": "{\"documentId\":\"platform:cdp/schema/event-properties.md\"}" }, { "id": "call_0zI6Hga1c7VafFsSc3r8Bsbb", "type": "function", "name": "fetch_document", "arguments": "{\"documentId\":\"platform:cdp/settings/platform-settings.md\"}" }, { "id": "call_dQBgD1tQCvMfW2Pet8n53Yst", "type": "function", "name": "search_company_knowledge", "arguments": "{\"queries\":[\"Hospital Tycoon recovery experiment key metric treatment router\",\"prestige experiment activation key\",\"Mina prestige-start follow-up\"],\"limit\":5,\"titleContains\":\"\",\"pathPrefix\":\"\"}" } ], "provider_state": [ { "type": "reasoning.summary", "summary": "**Evaluating event processing**\n\nI’m considering how the test event might produce a raw event. I think we could define a JSONata expression robustly using $lookup, possibly targeting either event.properties.body or event.body. It seems essential that the platform's JSONata expression outputs either the complete event object or null. I'll need to understand the accepted output schema and the mapping of identifiers, like whether `appsFlyerId` is registered and how to fetch the schema identifier section.", "format": "openai-responses-v1", "index": 0 }, { "type": "reasoning.encrypted", "data": 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"format": "openai-responses-v1", "id": "rs_043bfe69aa67e969016a98e5b0bbac87d194cfc3f834e43ad4", "index": 1 }, { "type": "reasoning.encrypted", "data": "gAAAAABqmOXBZhJTLN1UIBgCtq7G_vc03WWPa19ZDCj8zszIt6DZpP3IQgGmscimoWM3ma81w03PLVi3fHzRiz1ssD-Za5jEAfsfWW3sux08roQ3p0AnxhuwmWU--39LO7Bggx67OxRdY35P1TWSSEnOCN8vp5zpSGCGPAbsby7afwku19P03O-5HCaaoV67c0rLj4BrCZdfQqoCPFzIXtmrIwDn5hlUoJ1rZR6-f11y5kFelrPZnl5RjAHfNdFh80fHklBIZNBNcOwWbY8pJ6PeNMWPWEw-dk6CkddWPNf2TjJKNUZWUXQaL6sFydJr4nla9BaQdOwKcQ4CtcEnSaPijsL4HS8fRD97zqt0czx4dTPDecjUT2NDe7fMA7pDCTbP41eoOIHwTUxXCi7JcXa5IegPrbf_lTDDJ3wh4vOuvqLSw8GcZS7CC-cOtPcgd_CRP0VVakz-CDQme_upLtoAdhxjVhco0lrFb1i0JlahIqyYkQ_gj0GBJtpx2NJ5FeEej2oLlgOKqJZ2fhVlWyTuOhvkWoyCLKNlBg43s6flk_KJPao9RczHLQTa5VMK8qPlfc0zpW-QaXSH8SbvpXdn8R13NF9G6Pe2OIcsAjNw2GmhOCw5lgYYhYu8cFOGXqwnzIkGM5Wl6BZq-VnXpTRP2uutovSQl0oGvEqT7M40haiiM9DeUEWiftomAEBzbiM-BH9j_Sc-bvpfG5MUMC5-KeVHqc55eSmMOtAjnO3n7gvFb0f0WN1fdEqUCApi_WhDe_The72tTzPGjibd77jCO6XoFpS3nWwTF9Dne0HoJ6Llr0JlcV2-pL4fRz1ubAIXVr5SdLSiIurAlqXTb6YoBgAfZLaJ2a_IYLKJkbfz3dCxRghmebPT0BaQnUonwyU7lMzQ1Um7voZ2UOBPQMye7Z0zMsZ2fNk_r3EJTfLolmY7i1v4I-Fws4tlngk5GvKVYFh0qNVIMms9y5RG8ly47HYmCJmuFU7PIM4Smc8oH3pAxruu0PyqYXz8nEaWciV_-9R-DTmcXIgOSEZl4fXqvk0FvhbBkEgbVAVbkoSOxZYSPN6S7LuJqQv3x5aWwrq3dBLYmU5NxrRDwhBVYy5Zw5HaY-kvIErBmDOAgBU_FknLO-Q69aQpEfJILb_xEHDyB2MMEkBdPPzgUCDB1gzM6DQaEhqwWWhq8F5aDL_MbqYAVjiREmYDlNldzygHu4EnTamhQqLEDbOMSFumVk3gzs4oJel4HyTgh3TDd2kT9cRWcRULRp6ja1C-KXiIiXBx9kromzICV3iVS6RNXf6J6_RNMA58L5h-EaldnhO-Cu8Ay5qx22KwdJHT2KthVWHaxjMAOu3zJy7FcjRQuo9a9Wa1dAXcQw==.eyJlbmRwb2ludF9zbHVnIjoib3BlbmFpL2dwdC01LjYtbHVuYS0yMDI2MDcwOXxvcGVuYWkifQ", "format": "openai-responses-v1", "id": "rs_043bfe69aa67e969016a98e5bf24a487d18d99042dba4e1e79", "index": 2 } ] }, "sampled": true, "timestamp": 1788405186.772244, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 54, "message": { "role": "tool", "tool_call_id": "call_S8qffA4l9hRrklLQXvTn9GkI", "content": "\"## Identifier schema\\n\\n| Identifier | Type | Confidence | Description |\\n|---|---|---|---|\\n| `appsFlyerId` | string | high | AppsFlyer device identity for Hospital Tycoon attribution. |\\n| `cookieId` | string | low | Anonymous browser/device identifier. |\\n| `userId` | string | high | Universal user identifier. |\"", "name": "fetch_schema" }, "sampled": false, "timestamp": 1788405206.545065, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 55, "message": { "role": "tool", "tool_call_id": "call_5yKZ0rmcA2sPMQQPuNBHJLAD", "content": "{\"document\":{\"content\":\"# Event Properties\\n\\nEvent properties are fields that belong to one event type. A property has a name, value type, required flag, optional description, and extra type information for arrays or objects. New fields are required by default; set `required` to `false` only when a field may be omitted.\\n\\nThe base `browsing:pageview` event includes the required `resource` property as a string. A pageview with no `resource` value is not accepted. Optional properties may be omitted, but if they are present they must match the declared type.\\n\\nArrays require an `arrayItemType`. For example, `commerce:order.skus` is an optional `array`. When tracking visible content sections on pageviews, `viewed` is commonly defined as an optional `array` so integrations can send values such as `pricing_v2_june` and `contact_us_v3`.\\n\\nObjects require an object schema. Nested object fields are validated recursively. Nested fields are required unless their schema sets `required` to `false`, and unknown nested fields are rejected.\\n\\nUnknown event properties are rejected when they are not part of the current event definition. This often appears when a payload is sent before the schema has been extended, or when an integration uses a nearby but different field name.\\n\\nUpdating an existing property affects future validation. Existing accepted events keep the properties that were accepted when they were submitted.\\n\\nDeleting an event property removes it from the active event schema and future ingestion validation. Existing accepted event payloads remain available in event history.\\n\\nEvent property deletion and type changes are blocked while a saved segment, an\\nactive calculated customer property, or an experiment metric depends on that\\nevent path. Event type deletion is also blocked while calculated customer\\nproperties or experiment metrics use it as their source. Dependency details\\nidentify the saved configuration that must be changed or removed first.\\n\\nIf an event property is deleted and later registered again with the same name on the same active event type, compatible values in historical accepted events for that event type can contribute to calculated customer property backfills and recomputes.\\n\\n## Related pages\\n\\n- \\\"Base Schema\\\"\\n- \\\"Calculated Customer Properties\\\"\\n- \\\"Event Transformations\\\"\\n- \\\"Identifiers\\\"\\n- \\\"Schema Registry\\\"\\n\",\"createdAt\":\"2025-01-13\",\"documentId\":\"platform:cdp/schema/event-properties.md\",\"lastModifiedAt\":\"2025-09-08\",\"path\":\"cdp/schema/event-properties.md\",\"product\":\"cdp\",\"source\":\"platform_docs\",\"title\":\"Event Properties\"}}", "name": "fetch_document" }, "sampled": false, "timestamp": 1788405206.545283, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 56, "message": { "role": "tool", "tool_call_id": "call_0zI6Hga1c7VafFsSc3r8Bsbb", "content": "{\"document\":{\"content\":\"# CDP Suite Settings\\n\\nThese settings belong to the CDP, Journeys, and Experimentation product suite. They contain suite-level defaults and shared secrets used by Journeys and integrations. They do not include provider-account settings from products such as AppLovin, AppsFlyer, or SendGrid; those products manage their own configuration independently.\\n\\nSettings are grouped by suite capability. CDP settings live under `cdp`; segmentation settings live under `segmentation` when supported.\\n\\nThe current settings shape is:\\n\\n```json\\n{\\n \\\"cdp\\\": {\\n \\\"merge_strategy\\\": \\\"keep_newest\\\"\\n },\\n \\\"segmentation\\\": {},\\n \\\"secrets\\\": {}\\n}\\n```\\n\\n## CDP settings\\n\\n`merge_strategy` is the default merge strategy for customer attributes that do not specify their own `mergeStrategy`. Supported values are `keep_newest` and `keep_oldest`.\\n\\n`keep_newest` keeps the value from the newest customer update timestamp. If timestamps tie, the later accepted update wins, then the deterministic update record ID breaks any remaining tie.\\n\\n`keep_oldest` keeps the value from the oldest customer update timestamp. If timestamps tie, the earlier accepted update wins, then the deterministic update record ID breaks any remaining tie.\\n\\nChanging `cdp.merge_strategy` also updates all currently defined customer attributes to the new strategy. This means an application-level settings change may override custom merge strategies that were previously set on individual attributes.\\n\\nWarning: Updating this setting rebuilds customer state for all existing customer records. This platform-level merge strategy setting is the only way to retroactively fix customer state that resulted from merge strategies. Property-level merge strategy changes do not trigger a customer state rebuild for the entire customer base.\\n\\n## Suite secrets\\n\\n`secrets` is an optional map of write-only suite secrets for bearer tokens and API request bodies. A stored secret can hold a copied provider credential for a Journey or integration, but it does not read or change the provider product's account settings. Secret names must be JSONata-friendly identifiers such as `BRAZE_API_KEY`, `RESEND_TOKEN`, or `_INTERNAL_WEBHOOK_TOKEN`.\\n\\nCreate or overwrite a secret by setting the secret name to a string value:\\n\\n```json\\n{\\n \\\"secrets\\\": {\\n \\\"BRAZE_API_KEY\\\": \\\"rest-api-token\\\"\\n }\\n}\\n```\\n\\nUse an object when you want to store a non-secret description:\\n\\n```json\\n{\\n \\\"secrets\\\": {\\n \\\"BRAZE_API_KEY\\\": {\\n \\\"value\\\": \\\"rest-api-token\\\",\\n \\\"description\\\": \\\"Braze REST API key\\\"\\n }\\n }\\n}\\n```\\n\\nSettings reads never return secret values. They return each secret name with its optional `description` and `updatedAt` timestamp.\\n\\nTo delete a secret, set the secret entry to `null`, or set the object's `value` to `null`:\\n\\n```json\\n{\\n \\\"secrets\\\": {\\n \\\"BRAZE_API_KEY\\\": null\\n }\\n}\\n```\\n\\n## Related pages\\n\\n- \\\"Schema Registry\\\"\\n- \\\"Event-stream destinations and mappings\\\"\\n- \\\"Activation Email, API, And Experiment Actions\\\"\\n\",\"createdAt\":\"2025-07-05\",\"documentId\":\"platform:cdp/settings/platform-settings.md\",\"lastModifiedAt\":\"2025-10-14\",\"path\":\"cdp/settings/platform-settings.md\",\"product\":\"cdp\",\"source\":\"platform_docs\",\"title\":\"CDP Suite Settings\"}}", "name": "fetch_document" }, "sampled": false, "timestamp": 1788405206.545432, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 57, "message": { "role": "tool", "tool_call_id": "call_dQBgD1tQCvMfW2Pet8n53Yst", "content": "{\"limit\":4,\"minScore\":0.75,\"results\":[{\"contentAvailable\":true,\"documentId\":\"company:doc_6q4k8p\",\"path\":\"Confluence/Growth Platform/2026-07-20 Hospital Tycoon prestige treatment API handoff.md\",\"queries\":[\"Hospital Tycoon recovery experiment key metric treatment router\",\"prestige experiment activation key\"],\"score\":1.6,\"snippets\":[],\"source\":\"company_knowledge\",\"title\":\"Hospital Tycoon prestige treatment API handoff\"},{\"contentAvailable\":true,\"documentId\":\"company:doc_4m8q2n\",\"path\":\"Drive/Growth/UA/2026-07-20 Hospital Tycoon prestige recovery brief.md\",\"queries\":[\"Hospital Tycoon recovery experiment key metric treatment router\",\"Mina prestige-start follow-up\"],\"score\":1.29,\"snippets\":[],\"source\":\"company_knowledge\",\"title\":\"Hospital Tycoon prestige recovery brief\"}]}", "name": "search_company_knowledge" }, "sampled": false, "timestamp": 1788405206.5455601, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 58, "message": { "role": "assistant", "reasoning_content": "**Evaluating metrics and activation**\n\nI'm looking into the manage_ab_metric schema, which requires fields like metricId and key for the create action. I need to figure out if we can use client-generated IDs for metricId. The tool indicates that a stable ID or key is necessary. It seems I should supply canonical IDs like `metric_hospital_prestige_started`, though there might be some flexibility with the IDs. I’ll need more information on expected step types and fields related to activation versions and the steps object arrays. Time to check the platform documentation for specifics!", "tool_calls": [ { "id": "call_tj9ZqCwidVN0YJiFR0LvGjEp", "type": "function", "name": "search_platform_docs", "arguments": "{\"product\":\"cdp\",\"queries\":[\"Activation Email API And Experiment Actions step schemas CALL_API EXPERIMENT CONDITION\",\"activation steps apiConnectionId experimentId variant routing\",\"activation graph steps\"],\"limit\":5,\"dateFilter\":\"-2y\",\"lastModifiedFilter\":\"-2y\"}" } ], "provider_state": [ { "type": "reasoning.summary", "summary": "**Evaluating metrics and activation**\n\nI'm looking into the manage_ab_metric schema, which requires fields like metricId and key for the create action. I need to figure out if we can use client-generated IDs for metricId. The tool indicates that a stable ID or key is necessary. It seems I should supply canonical IDs like `metric_hospital_prestige_started`, though there might be some flexibility with the IDs. I’ll need more information on expected step types and fields related to activation versions and the steps object arrays. 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It is an array of tag objects with `name`, `ttlDays`, `a\\u2026\"],\"source\":\"platform_docs\",\"title\":\"Schema Registry\"}]}", "name": "search_platform_docs" }, "sampled": false, "timestamp": 1788405216.780349, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 60, "message": { "role": "assistant", "reasoning_content": "**Exploring API access**\n\nI'm noticing that my search isn’t yielding the results I need. Maybe I should explore the known paths from the documentation that weren't returned in my search. It could be helpful to rely on the company knowledge as well. I wonder if asking for the exact phrase \"CALL_API\" in the documentation could lead me to the right information. It’s all about finding the best way to access what I need!", "tool_calls": [ { "id": "call_VHISPxAAHlDhcWtBNoFEUppg", "type": "function", "name": "search_company_knowledge", "arguments": "{\"queries\":[\"CALL_API activation API connection JSONata experiment treatment\",\"activation flow condition experiment Hospital Tycoon\"],\"limit\":5,\"titleContains\":\"\",\"pathPrefix\":\"\"}" } ], "provider_state": [ { "type": "reasoning.summary", "summary": "**Exploring API access**\n\nI'm noticing that my search isn’t yielding the results I need. Maybe I should explore the known paths from the documentation that weren't returned in my search. It could be helpful to rely on the company knowledge as well. I wonder if asking for the exact phrase \"CALL_API\" in the documentation could lead me to the right information. It’s all about finding the best way to access what I need!", "format": "openai-responses-v1", "index": 0 }, { "type": "reasoning.encrypted", "data": "gAAAAABqmOXfaeMUZAXBg8OOHnhRQy0Ko6J6AhmDCViOmSrtHYKix4UYuuTnRoO3AvN6cuvrGT-6Eq9-OV8BjuNvf7x7LumOLaVIo_ARZJKwXOv3igyBsUzY05o5Vp_HAQVMhy5WSfnZQbDXCTh7GjHF6a_-01dyqrNsbJ1BnL-2R1F-UUUtNfc5DwOQwozp5ZvJlCB2I5fqh3Dy4lRVib0fqaKz00t8NYqtwifbnmNQIPTKPzNcvQcNsxtDAS2U9dLTbZoIUMFsQCn0IOye9xlpr9lfx-5gJtj72t2WsakrTnpWvPif3szSwFeZdYU0vKUKf9swxM4Fq4FTg_IGQSDVVRzG0jQrU-_roBh2R6AEU8YqkYZ3fprUJkTw3wjq7vto7JNnDQ34_FPYk0qNTljIs2duFr7dYajo9St2koGSNEzjAmy49Aj7u8IUqKLARgYLQCHoLoKQ0V3x0Ua5Qucc0QYG4_b2z7HMm4vIIsJc6t9KKktNv-5bUs0198PgpEMC8tVWEnkG0R_JH4rndeMZAqVk0sE7tvLgGTc4uK6C2lhTiKvibIFw3kldQPdl2RzIaSr4u_ZjKE7hgzTdghEGJVoz9jdQ31OcV4WhIzkwax_CFIwOK8yPGE10gHtpYKk8DwyviDoyspLWrS6G5Oke8KjECqo6uTdlirC1jPuUYQqsoDkINswP4MLKNsPJtnYQiyTsXUPIKAxfigk5QQ6LJTQEEcYO6NQ6nAFjpOdT1gKy-cM91Ks4uXKcA_3HG3UxVA8ybR-_wioRW1HSAAtFQTOEneNMyDzwkRiWiuX78ZcA81jW4RJDvz_kUBLu3onc5kUOht-7MTUS2opJ7jo0cBMFqtGdYfH2w5vOnlVG-hxNYfWsZH-HUcfy4N0L3pTIFi48zY75QeLaRc19Jp4AsOOKmLRDir-UOmAB7HbXrmK5tcJT1hEATM7sv7qJbWN-2LBJFqwHxvdPFtHQ9AMkAVqq_4Xzq0wgYsuQTdR6qTwdN_c6RCCUISoPfGGKTcS7HZV6qMoK22scD4Pq1Qkg9-QXOlZkQZCZQIYYhRP9Kv7zfp78i86L3PwkyrrnasprYCmbcEY23Qrx3Im6a_wFiFg_7QAR5fsxPAr7fqriPjyeKSuVHcS57TtWGOVnZtmPwo1slxeZaJ6Y-rCp6n6PZgxb62xbNxQ03NqXKMwGPPFPR-zPqKGnbwkyr5yiBJi9Kcr6PBVSlbYbIQB9_m_X7x5izh66w9Fled-M18gWqZZykroxvcWVxPMuWriflZOAEuPICImZAMD7gP6p6WphmOSTBbz1QsltjD9lDUwfUOZ9ZwWX_7yf2EGEFud2opdh0HnSFqkrP1sb5-5MHlxvWGx4YtbZrZxI-xu1Gw45JtifScpv53_Bt_4xZKVg1zqtn5xB85ck6kjMDO571cDadxYww-HJJ7ST-GC0MKLCYgJ6-OF3TJfZBFFaBqD4FUvRmsinSTpkLug2pGTY5mJtlvHZVDgeSRKiVLufKzRNkc6m3sDAB1A=.eyJlbmRwb2ludF9zbHVnIjoib3BlbmFpL2dwdC01LjYtbHVuYS0yMDI2MDcwOXxvcGVuYWkifQ", "format": "openai-responses-v1", "id": "rs_043bfe69aa67e969016a98e5ddc15c87d1a6f0764ec0d53b42", "index": 1 } ] }, "sampled": true, "timestamp": 1788405216.780458, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 61, "message": { "role": "tool", "tool_call_id": "call_VHISPxAAHlDhcWtBNoFEUppg", "content": "{\"limit\":4,\"minScore\":0.75,\"results\":[{\"contentAvailable\":true,\"documentId\":\"company:doc_6q4k8p\",\"path\":\"Confluence/Growth Platform/2026-07-20 Hospital Tycoon prestige treatment API handoff.md\",\"queries\":[\"CALL_API activation API connection JSONata experiment treatment\",\"activation flow condition experiment Hospital Tycoon\"],\"score\":2.41,\"snippets\":[],\"source\":\"company_knowledge\",\"title\":\"Hospital Tycoon prestige treatment API handoff\"}]}", "name": "search_company_knowledge" }, "sampled": false, "timestamp": 1788405238.5439308, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 62, "message": { "role": "assistant", "reasoning_content": "**Exploring API Connections**\n\nI need to set up API connections for two endpoints using the tool manage_api_connection. Each treatment will likely require a separate connection, and both treatments need to activate a flow with corresponding CALL_API destinations. I’ll create these connections with `bearerTokenSecretName`, and I know I need to include specific parameters like bearerToken and apiConnectionId. \n\nIt might be wise to fetch existing connections using fetch_api_connections, starting with no filters to see what’s available. I'll have to think about this more!**Searching API Connections**\n\nI need to search for API connections, but it looks like I should omit filters to get a complete list of active ones. However, all fields are required, and maybe blank fields will be treated as omitted, but enum filters don't seem optional. If I use GET and bodyMode as static_json, I might only return matching connections.\n\nThe existing ward connection is via POST jsonata, and I suspect calling combinations might not be necessary. To start, I’ll go ahead with a POST jsonata method to list active connections.", "tool_calls": [ { "id": "call_eqhd1FpBomDvIUN6BG8CBRnT", "type": "function", "name": "fetch_api_connections", "arguments": "{\"apiConnectionId\":\"\",\"key\":\"\",\"includeArchived\":true,\"method\":\"POST\",\"bodyMode\":\"jsonata\",\"archived\":false}" }, { "id": "call_nOTS002AodGqRitX3Dr7AYCA", "type": "function", "name": "search_platform_docs", "arguments": "{\"product\":\"cdp\",\"queries\":[\"manage activation version steps START CALL_API CONDITION experiment action schema\",\"CALL_API apiConnectionId bodyExpression JSONata activation\",\"EXPERIMENT step variant activation flow\"],\"limit\":5,\"dateFilter\":\"-2y\",\"lastModifiedFilter\":\"-2y\"}" }, { "id": "call_4l8hORROTBui5idtm2CdtoZv", "type": "function", "name": "search_platform_docs", "arguments": "{\"product\":\"cdp\",\"queries\":[\"API connections bearerTokenSecretName JSONata body format\"],\"limit\":5,\"dateFilter\":\"-2y\",\"lastModifiedFilter\":\"-2y\"}" } ], "provider_state": [ { "type": "reasoning.summary", "summary": "**Exploring API Connections**\n\nI need to set up API connections for two endpoints using the tool manage_api_connection. Each treatment will likely require a separate connection, and both treatments need to activate a flow with corresponding CALL_API destinations. I’ll create these connections with `bearerTokenSecretName`, and I know I need to include specific parameters like bearerToken and apiConnectionId. \n\nIt might be wise to fetch existing connections using fetch_api_connections, starting with no filters to see what’s available. I'll have to think about this more!**Searching API Connections**\n\nI need to search for API connections, but it looks like I should omit filters to get a complete list of active ones. However, all fields are required, and maybe blank fields will be treated as omitted, but enum filters don't seem optional. If I use GET and bodyMode as static_json, I might only return matching connections.\n\nThe existing ward connection is via POST jsonata, and I suspect calling combinations might not be necessary. To start, I’ll go ahead with a POST jsonata method to list active connections.", "format": "openai-responses-v1", "index": 0 }, { "type": "reasoning.encrypted", "data": 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conversionType\",\"path\":\"properties.conversionType\",\"severity\":\"error\"}],\"normalizedCustomerUpdate\":null,\"normalizedEvent\":null,\"outputType\":\"event\",\"status\":\"rejected\"}},{\"index\":1,\"name\":\"mobile_attribution_from_top_level_body\",\"output\":null,\"status\":\"skipped\"}],\"status\":\"accepted\"}", "name": "preview_event_transformation" }, "sampled": false, "timestamp": 1788405306.2681978, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 70, "message": { "role": "assistant", "tool_calls": [ { "id": "call_xzUPiiENEfx3GTkEezX5LfYB", "type": "function", "name": "preview_event_transformation", "arguments": "{\"eventType\":\"raw:mobile-push\",\"expressions\":[{\"name\":\"mobile_attribution_from_body\",\"syntax\":\"properties.body.appsflyer_id and properties.body.event_time and properties.body.campaign_id and (properties.body.event_type = \\\"install\\\" or properties.body.event_type = \\\"re_attribution\\\") and properties.body.organic_status = \\\"non-organic\\\" ? {\\\"eventType\\\":\\\"mobile:attribution\\\",\\\"identifiers\\\":{\\\"appsFlyerId\\\":properties.body.appsflyer_id},\\\"timestamp\\\":properties.body.event_time,\\\"properties\\\":{\\\"campaignId\\\":properties.body.campaign_id,\\\"conversionType\\\":properties.body.event_type}} : null\",\"description\":\"Restore the canonical paid AppsFlyer attribution event from the inbound vendor body.\"}],\"event\":{\"eventType\":\"raw:mobile-push\",\"identifiers\":{\"appsFlyerId\":\"afid_test\"},\"timestamp\":\"2026-07-22T11:00:00Z\",\"properties\":{\"body\":{\"appsflyer_id\":\"afid_test\",\"event_type\":\"install\",\"event_time\":\"2026-07-22T10:59:00Z\",\"campaign_id\":\"alcmp_prestige\",\"organic_status\":\"non-organic\"},\"headers\":{},\"method\":\"POST\",\"query\":{},\"webhookId\":\"whk_7m4q2r\"}},\"limit\":10}" } ], "provider_state": [ { "type": "reasoning.encrypted", "data": 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"format": "openai-responses-v1", "id": "rs_043bfe69aa67e969016a98e62e5eb887d199686cef50afb66b", "index": 0 } ] }, "sampled": true, "timestamp": 1788405306.268508, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 71, "message": { "role": "tool", "tool_call_id": "call_xzUPiiENEfx3GTkEezX5LfYB", "content": "{\"eventType\":\"raw:mobile-push\",\"persisted\":false,\"results\":[{\"index\":0,\"name\":\"mobile_attribution_from_body\",\"output\":{\"eventType\":\"mobile:attribution\",\"identifiers\":{\"appsFlyerId\":\"afid_test\"},\"properties\":{\"campaignId\":\"alcmp_prestige\",\"conversionType\":\"install\"},\"timestamp\":\"2026-07-22T10:59:00Z\"},\"status\":\"emitted\",\"validation\":{\"errors\":[],\"normalizedCustomerUpdate\":null,\"normalizedEvent\":{\"eventType\":\"mobile:attribution\",\"identifiers\":{\"appsFlyerId\":\"afid_test\"},\"properties\":{\"campaignId\":\"alcmp_prestige\",\"conversionType\":\"install\"},\"timestamp\":\"2026-07-22T10:59:00Z\"},\"outputType\":\"event\",\"status\":\"accepted\"}}],\"status\":\"accepted\"}", "name": "preview_event_transformation" }, "sampled": false, "timestamp": 1788405328.565493, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 72, "message": { "role": "assistant", "reasoning_content": "**Creating transformation logic**\n\nI need to create a transformation that will deduplicate a key expression, ensuring it only includes non-blank values. I’ll likely work with a source event, using a concatenated JSONata string like `properties.body.appsflyer_id & \"|\" & properties.body.event_type & \"|\" & properties.body.event_time & \"|\" & properties.body.campaign_id`. This will help me suppress duplicates. I also need to update the AppsFlyer push endpoint, and I'll do these tasks in parallel since they are independent.", "tool_calls": [ { "id": "call_kvGc8Jxr3iSByFgUwshuEKh7", "type": "function", "name": "manage_event_transformation", "arguments": "{\"action\":\"create\",\"eventType\":\"raw:mobile-push\",\"expressions\":[{\"name\":\"mobile_attribution_from_body\",\"syntax\":\"properties.body.appsflyer_id and properties.body.event_time and properties.body.campaign_id and (properties.body.event_type = \\\"install\\\" or properties.body.event_type = \\\"re_attribution\\\") and properties.body.organic_status = \\\"non-organic\\\" ? {\\\"eventType\\\":\\\"mobile:attribution\\\",\\\"identifiers\\\":{\\\"appsFlyerId\\\":properties.body.appsflyer_id},\\\"timestamp\\\":properties.body.event_time,\\\"properties\\\":{\\\"campaignId\\\":properties.body.campaign_id,\\\"conversionType\\\":properties.body.event_type}} : null\",\"description\":\"Restore the canonical paid AppsFlyer attribution event from the inbound vendor body.\"}],\"deduplicationKeyExpression\":\"properties.body.appsflyer_id & \\\"|\\\" & properties.body.event_type & \\\"|\\\" & properties.body.event_time & \\\"|\\\" & properties.body.campaign_id\"}" }, { "id": "call_UZMo4SJK5lk4d8961eT0cyE4", "type": "function", "name": "manage_appsflyer_push_endpoint", "arguments": "{\"action\":\"update\",\"pushEndpointId\":\"push_3k8m1v\",\"appsFlyerAppId\":\"afapp_6m4q2p\",\"name\":\"Prestige mobile feed\",\"method\":\"POST\",\"endpointUrl\":\"https://events.martechbench.com/v2/tenants/htytenant2268/webhook/htyraw4517?writeKey=whsec_hty_mobile_4517\",\"authorizationToken\":\"\",\"outputFields\":[\"appsflyer_id\",\"event_type\",\"event_time\",\"campaign_id\",\"organic_status\"],\"messageSelections\":[{\"messageType\":\"install\",\"scopes\":[\"non_organic\"]},{\"messageType\":\"re_attribution\",\"scopes\":[\"non_organic\"]}]}" } ], "provider_state": [ { "type": "reasoning.summary", "summary": "**Creating transformation logic**\n\nI need to create a transformation that will deduplicate a key expression, ensuring it only includes non-blank values. I’ll likely work with a source event, using a concatenated JSONata string like `properties.body.appsflyer_id & \"|\" & properties.body.event_type & \"|\" & properties.body.event_time & \"|\" & properties.body.campaign_id`. This will help me suppress duplicates. I also need to update the AppsFlyer push endpoint, and I'll do these tasks in parallel since they are independent.", "format": "openai-responses-v1", "index": 0 }, { "type": "reasoning.encrypted", "data": "gAAAAABqmOZPRsOQfWUR7wXyu215u6p8nLv7wqfXaTblhjlnQh5qb8LGBp8Wxfs09bjtP5lsnWrcNbEXkU9dR0XNqGwzYtfi9EYJJqiE09Kw8DYbEFGnP62ZMGCzOCttIjR-qU3aM4jOsYXALHMrVt9TOa6BRl-pDN-cG9oYPMN7_1YHGJSggU8N0MgqeR5xs7OBASBv5elvkBzu5yHjSB6zOj6dWq9X9zCjgD1eRfVdcPIF28D8r4jqKI5m-cpzkZESWkLaJSUrAdY5-oo0lnmNIlstTaH-l9bUm2UJSzT-ZukdGXTIIKW6FvtYD_uX3sx6ZR8PKm7fJJNKAQ24L4nYFDuFgEXIUC-11GkWz-htzVIytklLHHZCx59UwqRZgiBNcHDKneT9H0BxucyEBUBasuZdhMGMBKQOJXzEzdWlk3vfrdWKu0vLM6H_oeu0Kl1U5l1NlB7L6rBvUSzA6r0FE2isxJgndf1iIfcAk0iGQRTJSkXfurujLUQJ0taquvCqeKTfSZsFGhdWM1RviD3QOAjBxQbguVWeKl6huabbyVTY2q-5pnp54Q8h-6SvjSo3rthyCWEkZ_M5l0ZEUQlctT8vgzM2DKUTvrF4KUCjZLW8vu9JSm-pDknHDnmfp1zaFLKTw63x_qKXEPkoXN012qhZtBJw425NaJryFJe5FTyNpNS5v0WViJvN4rLBQPGW66ix5KTc6tZQHfPMnwKbYm3Z2J5lRSdWFGXwlpDAwkKUjeHk8V5o6Qh_3DdlBLif3WpyiIPi1IW6r3nn2XfLmADRYlkJmSqTP_Vi-OZrGkqTAIcJYC-i80McAzYS8fiOsDexk-zY8wp2ZghzAx9CC7fBfjDYx-j7hTdFCDSGwkiSJS2jZxY0iwncXMnbxI21jyGuNPgIAXL4-qwj6r5adlYMAx85mAl9iVAenfVBZvF7YLOGCLz-QrBfZ4bkx4MDNi78VKTxSB3MADFiEz49NmQ1bKvQbWaDi5JZIcTf4KVBVZfgeV_u7qUxGb2X069tJU-phWxqfYzNN1cx6e91UuSofwf30b8QT07gdzpaw35Fbr4NjAX5iHL3AlX3Dsex_wPT8O9BFqXHSXqaYZVwF9F0g1WqyaJA1U0drO-P4XwJ6DvsT0FaXtzSzQpXGaggKkOXOJpgo0mS0vPuvSohwad9Zv8ToxHv-Gi2bmt8qz17LOXMphbpCiSJwuIBIXFgec-dR3m2-QOWiLYOWNKWsciggn9l-ecenJqmG1e9aKfUPYLRW-4kkwbYBg4egxH6CI0Be1lCdgV3iI7uP14Y_PeQyV8qHFWrPvKLsCLs1ItQ0t6RGKeOE9rl8zeLT6yge7D9CZT0PcRBOxhqnT77YU5n4Ia8wU9Ei06ApvOK9lURVVJV9aU5-vY-qnXlq5GmlyPzxq7jiFVI8hn9PQcDOzEdhWGr5wJq53vlbrzSTXhGqaQc12Kj0uq5yFzpNcs5ovSRz7-rBmGRkuaKW36YlSrOMakhhO_Zk6e_5dCJgcAXmPplZB-5E5SinX0eeJ1QcDeIS__09ekJvovbhNfUzdbSi-u12PClTlMnZnEdBBDItTkUCNk0Sdk9KQ3vOfggfMsZ0hEoHF6y5FFTZ6xKu9QKTH-LAHBSIvY3XVVE5zskOwoE6V7BZq-Df1Nk6-Qer5zulQe2Vmk5lnBmqLdcbYyzFRKks6bKDEU3R8J7XhYrj1mHEEP--BW8NYhdP7DbVbxARsRvwG8nCOAdtypB0Rv4aNT1fS9rsGQbo8VRtkwAjjE9DSyS9uW6T3enBuHvOS07FgnpLmVDgrDenEbtC65m4bKAOA1FcaMZKD2264mj8Y-B4alvMxRat45arz235WNN00NlW6eCY9Fz1cajJ___szwo0Sbci10w2ISQ9LITnzMb8cbKyh9lWYFPRfwKuRYb0ib5NylUe6LihlouOpNbF_G1lgesu1yk8fsk2wt6yGH7Fy25bYy98vQrpsGfD5oUsNERrTuC-paFhBYRzW2vNf5znfzRkf6nfXFEpVKZnkEhzlUK-vAyJ1VjItSl-1NMGXhY0WZJrVdoQf_Fmce2UtKzfruKITrU--J4L0PpRA2jzkU=.eyJlbmRwb2ludF9zbHVnIjoib3BlbmFpL2dwdC01LjYtbHVuYS0yMDI2MDcwOXxvcGVuYWkifQ", "format": "openai-responses-v1", "id": "rs_043bfe69aa67e969016a98e645a70887d182abb030970553c5", "index": 1 } ] }, "sampled": true, "timestamp": 1788405328.566245, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 73, "message": { "role": "tool", "tool_call_id": "call_kvGc8Jxr3iSByFgUwshuEKh7", "content": "{\"status\":\"accepted\",\"transformation\":{\"createdAt\":\"2026-01-01T00:00:58Z\",\"deduplicationKeyExpression\":\"properties.body.appsflyer_id & \\\"|\\\" & properties.body.event_type & \\\"|\\\" & properties.body.event_time & \\\"|\\\" & properties.body.campaign_id\",\"deletedAt\":null,\"eventType\":\"raw:mobile-push\",\"expressions\":[{\"description\":\"Restore the canonical paid AppsFlyer attribution event from the inbound vendor body.\",\"name\":\"mobile_attribution_from_body\",\"syntax\":\"properties.body.appsflyer_id and properties.body.event_time and properties.body.campaign_id and (properties.body.event_type = \\\"install\\\" or properties.body.event_type = \\\"re_attribution\\\") and properties.body.organic_status = \\\"non-organic\\\" ? {\\\"eventType\\\":\\\"mobile:attribution\\\",\\\"identifiers\\\":{\\\"appsFlyerId\\\":properties.body.appsflyer_id},\\\"timestamp\\\":properties.body.event_time,\\\"properties\\\":{\\\"campaignId\\\":properties.body.campaign_id,\\\"conversionType\\\":properties.body.event_type}} : null\"}],\"status\":\"active\",\"transformationId\":\"evt_transform_000001\",\"updatedAt\":\"2026-01-01T00:00:58Z\"}}", "name": "manage_event_transformation" }, "sampled": false, "timestamp": 1788405345.818423, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 74, "message": { "role": "tool", "tool_call_id": "call_UZMo4SJK5lk4d8961eT0cyE4", "content": "{\"pushEndpoint\":{\"appsFlyerAppId\":\"afapp_6m4q2p\",\"createdAt\":\"2026-06-03T09:22:00Z\",\"endpointUrl\":\"https://events.martechbench.com/v2/tenants/htytenant2268/webhook/htyraw4517?writeKey=whsec_hty_mobile_4517\",\"hasAuthorizationToken\":true,\"lastTest\":{\"authorizationOmitted\":true,\"statusCode\":200,\"success\":true},\"maskedAuthorizationToken\":\"****\",\"messageSelections\":[{\"messageType\":\"install\",\"scopes\":[\"non_organic\"]},{\"messageType\":\"re_attribution\",\"scopes\":[\"non_organic\"]}],\"method\":\"POST\",\"name\":\"Prestige mobile feed\",\"outputFields\":[\"appsflyer_id\",\"event_name\",\"event_time\",\"event_type\",\"media_source\",\"campaign\",\"campaign_id\",\"organic_status\"],\"pushEndpointId\":\"push_3k8m1v\",\"revision\":3,\"status\":\"active\",\"updatedAt\":\"2026-01-01T00:01:00Z\"},\"status\":\"accepted\"}", "name": "manage_appsflyer_push_endpoint" }, "sampled": false, "timestamp": 1788405345.818538, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 75, "message": { "role": "assistant", "tool_calls": [ { "id": "call_gAIvmAUoCoOAJsrtQelDEWvM", "type": "function", "name": "fetch_document", "arguments": "{\"documentId\":\"platform:experimentation/success-metrics-and-conversions.md\"}" } ], "provider_state": [ { "type": "reasoning.encrypted", "data": "gAAAAABqmOZgvkeQ1LCxZl7HuPMQrcDA8nsO6I67yqxIn3CYD_125z_kixttkMQMd7sWN5FclZsIhKoJyvpKXLdyirrg8a6ihXIPANqLVmPl4sLY5EOFMdBojQY64UxylCb-aHaHhpGHyJeSY_Gpu5YMNgliLjtnej3ypZs-Zc5xMWYHbP2qxgpAmIAtJWeP4vOnCci6X6y2-8KpRS9YTuQvuuWMfx_W04SNDdI_JcddgM1XxgzQdzhQ4yLcuzujp_ur55cBe3Hkf5OFC0l8UYJFyvvkt41MVfjoC5FJRrITWiXSkjUeukML2KblC3k7pKYIJbvK-6Ck4rDi6IQ_ru4_0MZpuI_ylOxrLb5TxtUpnufMwIltwIaE4j2BZRauqohwShkidnec-66U_OqXPAkyik3hV63luMc4oy6i6tYca71pvMYN4wb6JlR5krTWFjitiBjK5Ox8lBiOPZRnFkY2pznv9Pvkr_CZp-J-jKiDkE92XjvHruIHf9m8Z41vKC1dOIjg27CRjDfO3tG3oOb0VWHr8rSaxn3GP98-i2LIHBVv3-8rk70Ipc-gT99y8n7_aWg8EXByIkdYdU9gDnsTyhTsc3LOacBIII_eKUk-25VJeKU8pzzFIhiDYCERVEvHOvGcImNOzYnBZ7FLbrOqlGGt0zT8kx7pAc7QjFNtQFY13um3Y_DAK5c7PwInED4pcm-fm9d8LzO8upABFDBtBNsxpRwCmcyZU3SP6uxj22ewrDzfut8uaMBYBMlPpJgyPhB38diVtyM-eLCysc0AZbmYTBo7YFVUh7hOGbixUlVR20YSMvCPP2smj_iqLFpYY7L7QPaezbdaB9F_A77OSDrIqzMmNrQwHeFadD67G3EE42ulOTGQLR1ql7_nDQ2kuoO2KeeYhDRw1QK7dGWf4ZtQsqko_-QkMN9Ht81g778ZYtt7SIWRHrwTkCUiozqfXrKLk-zwXkpwfUqQTkWUwiUKbVcf-LG0gonvxgAwfOGJOr2IJ5shidjppo2Rbp7dYYLCEPa2bJLxgakkbquMo69b4KiI_bOLcE8EyXBh0CP4CvSV77dcVIbSofHGfiizNtmUBnk0xYbtnTW2PQAO2ui1xw_aNKTk-6F2ihQeNQIKBgAxYl9n9UjTuHiJy4-S82Ns-AEqb6xpH1M7_3VDohmEndzjHW0rAkxvLPji49crhWmIB64LyUeb9nj1AfaJCnKQ60dK-HSXuWxDdm1FxqBaNfbnSWN7u1Dr-oefiJk8ZfmRuclfyvA3Mt5LfnRVWxQccIpFkctPiHYzBDWS8MIdUs3MILZmlmVaQ41r-bb-wDnFJgWtE6y_lEnHUitotE-a5rs-7i6JW3HiFlrJOOTMqACwPKTIrK51et2JCuKtijiTHrsQLzZyO4B9Y3ONMaQsvun6ET5w-ojZqYuOlPVu4f3mzqk1wFiH3Aa0bDAc3zA85OExwib3ivXpXaxLBm_i7Zr25veIiGhSRsyJpXXE2zJ3i_kIlYbD3tDE8oR38ORhtSLpih0t2byn_pxss-ymj80773VY5DPjbi2cBD9c4jAASlemw0fn_FSkqeM7Hhr-77NTGxkGn5_qqBadZxhOAdQAM_akB3ZtrA5bJW2PIwHktmqZ_O7Sk9yDyIJ-__2VEQZI17r4KCI0n286euGAxos7v7StaqZPN-3Kw5C3NKjHOZk0s4Y_GsnfDbKAlfUO6wnb93VUCBxyYMq7DtgQPK9343YQIvnkiH2omLeQPoEt3uO4C4MiOo-HE7Bkeebst07M_MuUdiCTV1PU8ol3awDdvTIcEAFTfyRgHcS7aKXlmarPxHnE_VskZD1VmUJQW9XaTURRfJF_tGj0XESybdmbPQlLObdLJiOrU0R0kz1ho5KaRzwxTMzCOtKjW8HBmLI1FkavkiNHEOKRQbIEBE_yolWhDepgCq2Zh2RbMd9-NXb9fVK-xdl9jMSIqeLC4U7RGLtvfBpZOHRYG8ggbqz3QC9L8ioYlH_hticYelAF4Ycrm8XaUQ7S_J9V-FkHJCcrrtHOjZVzaRewnyxwPB80A7OEUEYxg8upX-O_OL6urmLM0B4PiYB6BDbk02bR37ohtYe8RloUxuL-Vnth3N05YltzCONjIdzriaCiOqeph7E02KsyymICe5Ym1KnGSQzeS_-uWx-pXxB7rI9J9CCtsBT5C7okrjERCprQbFcIgX2DGuff_cXB1cBOK_sgGT0RN_T7EDx15VEUHU5uZPUXhVqqLytuMhHfZ1S1N6rfy01vENuamKYgYsQoeSy0rbH9U-ZwzaisfqnYyxGz19lD4ZGpiK43yGLxHCxCSGTPh2G3r_g3SmlJuORtHlKSva5d3DxhMWiDhiObTaho55do3-RceH53bNb8-Je7PUW4sQ==.eyJlbmRwb2ludF9zbHVnIjoib3BlbmFpL2dwdC01LjYtbHVuYS0yMDI2MDcwOXxvcGVuYWkifQ", "format": "openai-responses-v1", "id": "rs_043bfe69aa67e969016a98e65b7fd487d18bb5800cec9099f0", "index": 0 } ] }, "sampled": true, "timestamp": 1788405345.818615, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 76, "message": { "role": "tool", "tool_call_id": "call_gAIvmAUoCoOAJsrtQelDEWvM", "content": "{\"document\":{\"content\":\"# Success Metrics and Conversions\\n\\nExperiment metrics are reusable conversion definitions. A metric has a key,\\nname, conversion type, one source event type, an optional event filter,\\npreferred direction, and optionally a value path.\\n\\nMetric filters use event-scoped syntax inside the configured event type:\\n\\n```text\\neventType: commerce:order\\neventFilter: event.amount > 0\\n```\\n\\nUse direct event paths such as `event.amount`, not `event.properties.amount`.\\nThe filter is checked against the registered schema for the selected event\\ntype. A single metric reads one event type; when one business objective needs\\nmultiple source events, normalize those sources upstream into a shared event\\ntype with event transformations, then point the metric at that joined event.\\nDerived conversion detection processes ordinary behavioural source events only.\\nIdentity records, profile updates, assignment records, and derived conversion\\nrecords are not eligible source conversion events.\\n\\nBinary metrics count whether an exposed customer has ever produced a matching\\nsource event for the experiment metric. The first matching event emits one\\n`experiment:converted` event. Later matching events do not emit more binary\\nconversions for the same customer, experiment, and metric, even after a version\\nreplacement.\\n\\nContinuous metrics attribute numeric source-event contributions. They require a\\nnumeric `valuePath`, and every matching source event with a numeric value emits\\nan `experiment:converted` event. Zero and negative values are valid\\ncontributions. The conversion event stores the source-event value, not a running\\ntotal.\\n\\nThere is no denominator filter in experiment metrics. Future reporting uses\\nassignment events as the denominator. Binary reporting can count conversion\\nevents, and continuous reporting can sum `attributedValue`.\\n\\nAfter a metric is referenced by an experiment that has ever activated, semantic\\nfields are frozen: key, conversion type, event type, event filter, value path,\\nand preferred direction. Display metadata can still be edited. Archiving a\\nmetric prevents new experiment selection but does not break existing\\nexperiments. Archived metrics that are still referenced by experiments continue\\nto protect their event schema paths from destructive schema changes.\\n\\nFor contextual bandit experiments, the primary metric is the optimization\\nobjective consumed by the allocator. Secondary metrics are reporting-only; they\\nhelp teams inspect side effects, but they do not influence real-time variant\\nallocation.\\n\\n## Related pages\\n\\n- \\\"Event Transformations\\\"\\n- \\\"Reserved Experiment Events\\\"\\n- \\\"Creating Experiments\\\"\\n\",\"createdAt\":\"2025-12-08\",\"documentId\":\"platform:experimentation/success-metrics-and-conversions.md\",\"lastModifiedAt\":\"2025-12-08\",\"path\":\"experimentation/success-metrics-and-conversions.md\",\"product\":\"cdp\",\"source\":\"platform_docs\",\"title\":\"Success Metrics and Conversions\"}}", "name": "fetch_document" }, "sampled": false, "timestamp": 1788405356.595758, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 77, "message": { "role": "assistant", "tool_calls": [ { "id": "call_mIJjp0nmyEPH4noojP5LEunG", "type": "function", "name": "search_platform_docs", "arguments": "{\"product\":\"cdp\",\"queries\":[\"Creating Experiments experiment initialVersion variants allocation percentage eligibility conditionId run window\"],\"limit\":5,\"dateFilter\":\"-2y\",\"lastModifiedFilter\":\"-2y\"}" } ], "provider_state": [ { "type": "reasoning.encrypted", "data": "gAAAAABqmOZrQiF_WBA6Gpsrjsbi5aIoV_fOooltUg-vbokxqoMmr2g_9O7wcfGnjI8YbmyS4LG_PHH8QyGPE5cHdXXKhtB_IuZd6eFLewIcySfZBscE-2oJZXiJ-7Np-hT12BSTyjQj_CJMTk_EWUV3Rwp6kfCYcDQsz9I_HUM9adBggD61c-RqEs6ws2GP_FbQzWTUq102zVI6MspDtEG7vfqFkVRlZBrNG4gPGhs53ywSmEr9qYH5d5pn1-Y31vOJialSpTTTkD-moWx7T5dBOlnOFGqCfCFJ7VjJ2ttMJ23wZpXTNM9SU3GjAM1haxFKOS4A9n3f6hMSGHVisdI4lHFfzcOE3UYe-zYrHptouDW77bkfAGv9cEiFqd365Ga_bHzrG3h9b0RdgGtzNKhFEXx-UWQmCikxy-Ez0z8ldv76z7BjXzGLleSkL_I_02QNKynRobPi-72n8n4Re5JIBRi9oJQqdWXqcuChx8ZzKJS5pDmV9gF-rn0sJnR22dMGQXPHphcyX-TIWDu4VgU91JozujtBN5F-vEI8OOlOZKMYbnG1KXN7CZkVh-C6_v3whVPbVAde3SFmfYhEZiTqcdKQzleJsp4mfOZBrBaHrsPfUjFjtmkx2DfFtZ5Lq2MhS4uP2N637c5x-C_vwnbISr0acBhzhzRNNK0WPvsMqtx9t9bfLHAx0-elTm44qlQoRGc2kQEJeKPFr9FFqybEibedi94e4nVcqpLjqiEiZM6z0uI8NpiZYbtE0xuIWioduqI7o4jtlFyVbBi5n0-x9x4VsOwlws7-iKMd2RroPvPlbDxyv-zc92hVW-BAlTtCFS1Ch8WcO03JsPPi8DojbAuMBsa1Lt4Ub4ZP5TqAdScpH7T8cLZqQAx0vDZEHy4QRj3OM52HgzdRU8tqdHZj0sjW_F-b9EBOZxnJ8KgvUoWGpMICEzaCD0vADkrSDPFWAAY_N_hBFXaIhETEudcrTP69Dx7RFcp0_92JpG9uJjmpEGXsYJYSOhFiDaciYHeNW7DZkdhv-iK_6sTPATKuS-YcCwvHYzdo9-hLTVW7REpPa0pSWzPaPWIvpllEl6epsECl5UkmW2x1E5Noc1l1YM34InRPLwUxJPA1cV8oYJyUaZHRRd5vHLtwKLzq5MAeD31e0jom9-9uP9d4Uysut7NQ88AiCrbwSKNZKYDogTWcxDS1K_kbAzS75WnGrscKKumpsPkvBI-PxqXzJIfJx914vDs9kUGoHl66dRLRt6a2sqE6Jj6wpnTa6MxTX54T7TgipGt9I71JwH5yErb7MwJxFB02DBOkmRm2f5fUWFsrjTGeGpDnXW5hx2Ni_2eh9JbQfbqKdCzv-6G_xxqJxFVmLiKNp8GNmaf7zl36n1yMx1BHWYJ_pBcA4n1264QH26AHZHHe.eyJlbmRwb2ludF9zbHVnIjoib3BlbmFpL2dwdC01LjYtbHVuYS0yMDI2MDcwOXxvcGVuYWkifQ", "format": "openai-responses-v1", "id": "rs_043bfe69aa67e969016a98e66a6ae487d192a55aedebf51662", "index": 0 } ] }, "sampled": true, "timestamp": 1788405356.5962439, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 78, "message": { "role": "tool", "tool_call_id": "call_mIJjp0nmyEPH4noojP5LEunG", "content": "{\"limit\":5,\"minScore\":0.75,\"product\":\"cdp\",\"results\":[{\"contentAvailable\":true,\"createdAt\":\"2024-10-12\",\"documentId\":\"platform:experimentation/overview.md\",\"lastModifiedAt\":\"2025-06-10\",\"path\":\"experimentation/overview.md\",\"product\":\"cdp\",\"queries\":[\"Creating Experiments experiment initialVersion variants allocation percentage eligibility conditionId run window\"],\"score\":7.27,\"snippets\":[\"- `ab_metric`: reusable conversion definitions. - `ab_experiment`: stable experiment intent, metrics, assignment identi\\u2026\"],\"source\":\"platform_docs\",\"title\":\"Experimentation Overview\"},{\"contentAvailable\":true,\"createdAt\":\"2025-05-11\",\"documentId\":\"platform:experimentation/reserved-events.md\",\"lastModifiedAt\":\"2025-07-04\",\"path\":\"experimentation/reserved-events.md\",\"product\":\"cdp\",\"queries\":[\"Creating Experiments experiment initialVersion variants allocation percentage eligibility conditionId run window\"],\"score\":3.84,\"snippets\":[\"Assignment events do not include version number, deterministic bucket, or randomisation seed. Their timestamp must be w\\u2026\"],\"source\":\"platform_docs\",\"title\":\"Reserved Experiment Events\"},{\"contentAvailable\":true,\"createdAt\":\"2025-12-08\",\"documentId\":\"platform:experimentation/success-metrics-and-conversions.md\",\"lastModifiedAt\":\"2025-12-08\",\"path\":\"experimentation/success-metrics-and-conversions.md\",\"product\":\"cdp\",\"queries\":[\"Creating Experiments experiment initialVersion variants allocation percentage eligibility conditionId run window\"],\"score\":2.85,\"snippets\":[\"For contextual bandit experiments, the primary metric is the optimization objective consumed by the allocator. Secondar\\u2026\"],\"source\":\"platform_docs\",\"title\":\"Success Metrics and Conversions\"},{\"contentAvailable\":true,\"createdAt\":\"2024-11-17\",\"documentId\":\"platform:cdp/schema/calculated-customer-properties.md\",\"lastModifiedAt\":\"2025-07-11\",\"path\":\"cdp/schema/calculated-customer-properties.md\",\"product\":\"cdp\",\"queries\":[\"Creating Experiments experiment initialVersion variants allocation percentage eligibility conditionId run window\"],\"score\":1.12,\"snippets\":[\"\\u2026ent` stores the latest matching event snapshot as an object. 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"format": "openai-responses-v1", "id": "rs_043bfe69aa67e969016a98e73b13a887d1b815b0578dca8304", "index": 0 } ] }, "sampled": true, "timestamp": 1788405566.596304, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 97, "message": { "role": "tool", "tool_call_id": "call_APk7qD7zbBQExjkUKjoRogYo", "content": "{\"limit\":5,\"minScore\":0.75,\"product\":\"cdp\",\"results\":[{\"contentAvailable\":true,\"createdAt\":\"2024-10-12\",\"documentId\":\"platform:experimentation/overview.md\",\"lastModifiedAt\":\"2025-06-10\",\"path\":\"experimentation/overview.md\",\"product\":\"cdp\",\"queries\":[\"ab_variant fields variantKey variantName allocationPercentage\",\"variants key allocation percentage experiment version\",\"manage_ab_experiment initialVersion variants\"],\"score\":5.46,\"snippets\":[\"- `ab_metric`: reusable conversion definitions. - `ab_experiment`: stable experiment intent, metrics, assignment identi\\u2026\"],\"source\":\"platform_docs\",\"title\":\"Experimentation Overview\"},{\"contentAvailable\":true,\"createdAt\":\"2025-12-08\",\"documentId\":\"platform:experimentation/success-metrics-and-conversions.md\",\"lastModifiedAt\":\"2025-12-08\",\"path\":\"experimentation/success-metrics-and-conversions.md\",\"product\":\"cdp\",\"queries\":[\"variants key allocation percentage experiment version\"],\"score\":2.31,\"snippets\":[\"Experiment metrics are reusable conversion definitions. A metric has a key, name, conversion type, one source event typ\\u2026\"],\"source\":\"platform_docs\",\"title\":\"Success Metrics and Conversions\"},{\"contentAvailable\":true,\"createdAt\":\"2025-05-11\",\"documentId\":\"platform:experimentation/reserved-events.md\",\"lastModifiedAt\":\"2025-07-04\",\"path\":\"experimentation/reserved-events.md\",\"product\":\"cdp\",\"queries\":[\"variants key allocation percentage experiment version\"],\"score\":1.76,\"snippets\":[\"Assignment events do not include version number, deterministic bucket, or randomisation seed. Their timestamp must be w\\u2026\"],\"source\":\"platform_docs\",\"title\":\"Reserved Experiment Events\"},{\"contentAvailable\":true,\"createdAt\":\"2024-07-25\",\"documentId\":\"platform:cdp/reference/validation-rules.md\",\"lastModifiedAt\":\"2025-01-24\",\"path\":\"cdp/reference/validation-rules.md\",\"product\":\"cdp\",\"queries\":[\"variants key allocation percentage experiment version\"],\"score\":0.84,\"snippets\":[\"Identifier names must be registered. Identifier values are strings in the current version.\"],\"source\":\"platform_docs\",\"title\":\"Validation Rules Reference\"},{\"contentAvailable\":true,\"createdAt\":\"2025-07-05\",\"documentId\":\"platform:cdp/settings/platform-settings.md\",\"lastModifiedAt\":\"2025-10-14\",\"path\":\"cdp/settings/platform-settings.md\",\"product\":\"cdp\",\"queries\":[\"variants key allocation percentage experiment version\"],\"score\":0.81,\"snippets\":[\"```json { \\\"secrets\\\": { \\\"BRAZE_API_KEY\\\": null } } ```\"],\"source\":\"platform_docs\",\"title\":\"CDP Suite Settings\"}]}", "name": "search_platform_docs" }, "sampled": false, "timestamp": 1788405582.228846, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 98, "message": { "role": "assistant", "reasoning_content": "**Considering API fields**\n\nI'm thinking that hidden docs might be inaccessible. The message about unsupported fields suggests that only the variant fields are allowed, which could mean fields like `{key, label, percentage}`. If common APIs define variants as an object with `key`, `name`, and `weight`, I’ll need to explore that. The tool documentation calls variants an array of objects but gives no specific hints. For now, I'll try using `key`, `label`, and `allocation`.", "tool_calls": [ { "id": "call_cT7jPF3V6hJdPpyxFmvYVU1B", "type": "function", "name": "manage_ab_experiment", "arguments": "{\"action\":\"create\",\"experimentId\":\"experiment_hospital_prestige_recovery\",\"key\":\"hospital_prestige_recovery\",\"name\":\"Hospital Tycoon July Prestige Recovery\",\"hypothesis\":\"Routing newly attributed paid Hospital Tycoon Android players through balanced ward-coach or quick-start treatments will increase prestige starts.\",\"description\":\"July 2026 paid prestige recovery test for AppLovin-attributed installs and re-attributions; organic installs are excluded.\",\"experimentType\":\"frequentist\",\"assignmentIdentifierPath\":\"customer.appsFlyerId\",\"randomisationSeed\":\"hospital-tycoon-july-prestige-2026\",\"primaryMetricId\":\"ab_metric_000001\",\"secondaryMetricIds\":[],\"author\":\"mina.rao\",\"initialVersion\":{\"versionNumber\":1,\"eligibilityConditionId\":\"\",\"variants\":[{\"key\":\"ward_coach\",\"label\":\"Ward Coach\",\"allocation\":50},{\"key\":\"quick_start\",\"label\":\"Quick Start\",\"allocation\":50}]}}" } ], "provider_state": [ { "type": "reasoning.summary", "summary": "**Considering API fields**\n\nI'm thinking that hidden docs might be inaccessible. The message about unsupported fields suggests that only the variant fields are allowed, which could mean fields like `{key, label, percentage}`. If common APIs define variants as an object with `key`, `name`, and `weight`, I’ll need to explore that. The tool documentation calls variants an array of objects but gives no specific hints. For now, I'll try using `key`, `label`, and `allocation`.", "format": "openai-responses-v1", "index": 0 }, { "type": "reasoning.encrypted", "data": "gAAAAABqmOdKiMFN9f70rx5e5UpxgvTCNjmltjrzdGIyUJKx1zxLwTL1wqly9Bxg_UDQEQRMYuMOQ-IGxt8lmQGDzUIHYY1stQEFRIw3UDzAfQ0PUizKf36swPGLRe4mEQEtzFOdmqMpB7i-Zee2rDYiV2iYJX6nQTp5FkvryaJ-dDsWHiI8ZZPaGIqH0y_UMzuRUaaCbI72MRUDbKbxCeN-3VsnXBETPhCaSdBhcZRBik2JGE3k3a9DgXYIjr0Nz0snkg6Yb03XqYf3ub3h6wUzw8d7BXZOqKa-XWsPd0WCVQ2hU2SaaVW59wDBYfML-ysjbVnL8tNbSN0QHStwD5M8Of7jx7n4QJgtw18jBEeqHe_ZFP5ZO0OCPuXj8zru_gL_mJiPG7QhYacrTmvrxaBQfNx7qq7hQk043LQgqqueqSchAenhRNceASI1cd5tB2NU3VHMer_UZs-LeJcqibMX8-59rR7gEgQqishzVQ0E3n0KIthFRkavN7h9nvyCzh2WUr6ayP3lAr32DUKS_GwH3ZKX8aRFGzPRX6D526cmU9F7I-bIVUXfwcMjZ9do7Vm7AD2yAYOq5JqM3pXHdBbtE4HluezeKw6f6sttUbfnH1_x7T1HZsME5394G2RV8IBuB0P6a5wZYpuM-MfaQEU9Km9CqRgfXcd_QNNkvwl-Mi-9VijroMCXFz0aocDb1iDMLDCpkDZSNggwltdMqWjFPcae5gBD6DyGySowjKP73KITMbZtJf2FroPOAf_4SBzsZPoSj51wF9l8sJElca7KJQPSeSOmdWWGVf72u6-pwD_TtVEzNuHbueqRhRToikVd9A7wbyZUkPOrQduL71xNIo2YNErH9skWzy0xgWpK74kpvYtlAAF7vtxTleA0jHqjgJF8A9mXQS3sVQQCjnGVwPPgJNp99-wi5V4JPRTwY_qYoEhhU_q9iGsKajt3TuldiMnfIalNbdZ0UDudYhmYaNpH2QZ0sz1oQNLdELTs87ZXprhpSXzSdEqztulsjrAeBbqcoQS7xJeYSqbUGI2XckMsYKqejEASkWrO9DMtjPPJLyxaFwl0juTWpHKT2ICE0nrkgB-Pp0b_m8xd1leJxvICzSMewibJBNbz1AWatzrtwNqi4PYGSsF7W4nZf1liSZOdk9BeG4wNHtzRgfgiHn8l3zlB_5t8wcAsALygK8H9r8R7GTuZ3EuAvVPtMnGfAquYM9eVcr_YkfKM2zljqlR1uIBfF7njK3qo8vTTQ4MsXNBVCXyFebp_5EAZ0wBTcMOEcYheI9l0zOk_dNxvwmaMvTE0Qiz-XdZEHPx1dgWU8W7hxl5IiuvrsVe4WFVrcnCQdQOMHe9Wd1C3wT7H5noilw9ggxnh5UShj6A2KeYb22sjbxKcPDLBMjYLcniF66iqYoOXfI76uebcchAl2OJHfYWyfX3ok4uCf2AZqLqojE1N5tmq0bXluC7guq_96otQupPdRuMMWT7enTGZoWLE7gckexA9tvBBGmIciNkApNaKuuj41dJ9XX8MH5ECEAgRWmi0rDYnMLgRKrDEhXxTtzYukk9Xd0QP9hT2iWJ6_siwX5rIIxZr_0aeZUaBp40a8nKAP4JcHFzBwMiDwmkMkIYsMhBg4AN-2IEjuR0Rz5E3UnOVJiEBu4xFJ4nVjPk0DLKUtZNQ8T7sGAJfYqm8FhLRSamaYfnlycjfMjtALJNNi4t6lG6w71IiGJDVxgYWLSgRmEFl3Z71DrHw9a2sR6LwfNBrbt0r7f_8CNRKYeFnFwaXN8bwIDvwbZ6jseki8doL8oG_Ttp1sA-MzybSIu8EmQ==.eyJlbmRwb2ludF9zbHVnIjoib3BlbmFpL2dwdC01LjYtbHVuYS0yMDI2MDcwOXxvcGVuYWkifQ", "format": "openai-responses-v1", "id": "rs_043bfe69aa67e969016a98e7469a6487d1b42430d5c7d338ea", "index": 1 } ] }, "sampled": true, "timestamp": 1788405582.229408, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 99, "message": { "role": "tool", "tool_call_id": "call_cT7jPF3V6hJdPpyxFmvYVU1B", "content": "{\"error\":{\"code\":\"invalid_arguments\",\"message\":\"unsupported variant fields: allocation, label\"}}", "name": "manage_ab_experiment" }, "sampled": false, "timestamp": 1788405599.0195148, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 100, "message": { "role": "assistant", "reasoning_content": "**Evaluating allocation fields**\n\nIt didn't mention a key being unsupported, which means it's allowed! There's probably an `allocationPercentage` we can use with `id/name`, but I'm wondering if the error was just for the `id`. It seems like the supported fields for variants are `name` and `allocationPercentage`, and maybe `key` too. So, I should combine key, name, and allocationPercentage for the final approach!", "tool_calls": [ { "id": "call_uj0mVxwGIy4DoU2JpBEC8yup", "type": "function", "name": "manage_ab_experiment", "arguments": "{\"action\":\"create\",\"experimentId\":\"experiment_hospital_prestige_recovery\",\"key\":\"hospital_prestige_recovery\",\"name\":\"Hospital Tycoon July Prestige Recovery\",\"hypothesis\":\"Routing newly attributed paid Hospital Tycoon Android players through balanced ward-coach or quick-start treatments will increase prestige starts.\",\"description\":\"July 2026 paid prestige recovery test for AppLovin-attributed installs and re-attributions; organic installs are excluded.\",\"experimentType\":\"frequentist\",\"assignmentIdentifierPath\":\"customer.appsFlyerId\",\"randomisationSeed\":\"hospital-tycoon-july-prestige-2026\",\"primaryMetricId\":\"ab_metric_000001\",\"secondaryMetricIds\":[],\"author\":\"mina.rao\",\"initialVersion\":{\"versionNumber\":1,\"eligibilityConditionId\":\"\",\"variants\":[{\"key\":\"ward_coach\",\"name\":\"Ward Coach\",\"allocationPercentage\":50},{\"key\":\"quick_start\",\"name\":\"Quick Start\",\"allocationPercentage\":50}]}}" } ], "provider_state": [ { "type": "reasoning.summary", "summary": "**Evaluating allocation fields**\n\nIt didn't mention a key being unsupported, which means it's allowed! There's probably an `allocationPercentage` we can use with `id/name`, but I'm wondering if the error was just for the `id`. It seems like the supported fields for variants are `name` and `allocationPercentage`, and maybe `key` too. So, I should combine key, name, and allocationPercentage for the final approach!", "format": "openai-responses-v1", "index": 0 }, { "type": "reasoning.encrypted", "data": "gAAAAABqmOda0OlFAlqORUvwE5X63utju7jfBjdVxIbibXSMt1jgaKmaTqf7r-AVmF6XTRyjwHxJX_91arz5yRlY4LfXZqeRnEu4GmrB1mKLJ0vaX-a0fmYmh9EW9TepbdW1lx9RVeufX5Hb1Ztisifl77wMt6AJqgdtjBUiBfEJSa9X0d0asL9WEED0OMuEo4Ywa65T1Qg38FE_h9y2hnaMTVLvhw6QnJmpCuq_k3A8jlPIqoybaztPsa5J1gh2AjuLDq8UGu1-9_TfGDuFJxwUaRc5b46SiC_d6RlpVTMQeSUfZ2QIoB4OipfYhU-N1xCDe--ZeZPEFViBi0MAmCxg8nJE03Yw7FWe3y2Lo5UYKczXmNmd4YgfD1Y5jA1dOUfD1r89DU8KAXw9qFSFnKLUtrwYdDR_fwC-6YpnHTCnNetTHRyfe7Jz00ce3YXhzsj1OA2p-DIwZ_EFdV3-JSLvGog2XsVIOMjBzlNrHZ8e47PahS8keX_bqs24fATRnS8ITcmvfnBjOaxmssHYCk6WSx10mMq44NuxJsqUBm5Maxk2TC8hCkDzb-TXfsg8rrPsEd9w6EKVRu2HAP9Q4DzfHBbl3s3MjDLJ6J5M8MS9h4TlUTF-l8foa9oXA383Dc2q7z_H64YlkWXuLIJWp7RoWpjZ8rUoAzeSCBzU6H5xXiEAwZ7ZJdE627Zs_er7NELid9xttlROOB-eCXjqPes1ahocr9tz5AMjTjhQdYlh4qx4lA5gemkjRb9m_pw_L8f5CpqC-XeFHlG3EqH32_vDWF-wlf3O71VgkbL3P6poCGOSUcpnGpcOIXMUHrCLuRoJLTu_JIRQohxa0qXw_I36X8PPnLr-jl3fvuYkmjESgBYP15JOprSKB94E5JF3VHfYcDVVEPxbD7zdN5nMgk58Czc17kslizmqP4ivmsmpWIi2tcNSj9S64Yh0ldf0l6KqbbAtN0-Px9mvaTxibew2IXFfRSn7f0izU-0TDXhkOwEDc0VqkI3Z5J4vESz6F1E_eJHsxtU9vuWvLOmkBCyTA5uOvox8x6f8Ojg7tYPQpdDeqHqTkgh5ub8XAnAZdkbQKBVeITZcsf3u9rNMcOI6X_huMIlssZyScFSkZ880gDKjwppnwTDt_6axfoCESy2G8fTPUFyBKBW-zAeRcUdbwko5jYu4jt5EJqDtudkzbKv40SUTqy0XC_CPOsTopbRMRM0FE-O9XNSG-YsqQoi1qyvGhLJBBGy9eXcDTv2LO4JneycJfMnIi5iJC5v84JaqxiKH60O2ku9x_13Yjtsw85ag0SJY9xrbe4j7szzksdXhE4O7cHD8AUQoH9BciNj0NJdSbQoVQDyKsG8_Ez0wra6p4H3p9SR2wv-uQYil4iMYstHtSixPxnBMqb-DAKyxtSFF2y3bzB1p2nzMydaBlvZobp-YyiYWxsinLttc-hAs3lleTaFcJscUdpAFpgYGXYtYYgwHUSuhQ1OfkT91jKz-xhINf7Vgm9Q0P62mRz1tD_CVPQyqq3buwp1hFME467vmRHo-DNGI1zGJ29i5Pt3BaHy1e3uGCpWZioJZqKO0CtffvLwJ37QM2yo0hT0k3SpUdtb3jN5Y34BHHFJmy71vNk1CnLtpU6FKHhg6JCvqlrObtQa9qVduOa_roVakPB1pazTUCKBwY7YyFmYqIVp6PqGHBV6w_wG3NsZgHvCxf70dJri7UGpehPoTz1ErsPVgoPqYQGOtXByyLCOxeboPQr8yMioT4xgfiZcfwCrnbmYrLdO8NaEWj4CfGolHiofm0DDfm6maRjR8KQv68S0j8V_O5xUPJ09hcXIG-P1nBKCsED0=.eyJlbmRwb2ludF9zbHVnIjoib3BlbmFpL2dwdC01LjYtbHVuYS0yMDI2MDcwOXxvcGVuYWkifQ", "format": "openai-responses-v1", "id": "rs_043bfe69aa67e969016a98e7567d0c87d19c3f258add3d2d9c", "index": 1 } ] }, "sampled": true, "timestamp": 1788405599.019646, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 101, "message": { "role": "tool", "tool_call_id": "call_uj0mVxwGIy4DoU2JpBEC8yup", "content": "{\"error\":{\"code\":\"invalid_arguments\",\"message\":\"allocationPercentage must be a decimal from 0 to 1 with up to four decimal places\"}}", "name": "manage_ab_experiment" }, "sampled": false, "timestamp": 1788405610.715165, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 102, "message": { "role": "assistant", "tool_calls": [ { "id": "call_ukLtmcwKOQQZoGvwUQQKt3Zq", "type": "function", "name": "manage_ab_experiment", "arguments": "{\"action\":\"create\",\"experimentId\":\"experiment_hospital_prestige_recovery\",\"key\":\"hospital_prestige_recovery\",\"name\":\"Hospital Tycoon July Prestige Recovery\",\"hypothesis\":\"Routing newly attributed paid Hospital Tycoon Android players through balanced ward-coach or quick-start treatments will increase prestige starts.\",\"description\":\"July 2026 paid prestige recovery test for AppLovin-attributed installs and re-attributions; organic installs are excluded.\",\"experimentType\":\"frequentist\",\"assignmentIdentifierPath\":\"customer.appsFlyerId\",\"randomisationSeed\":\"hospital-tycoon-july-prestige-2026\",\"primaryMetricId\":\"ab_metric_000001\",\"secondaryMetricIds\":[],\"author\":\"mina.rao\",\"initialVersion\":{\"versionNumber\":1,\"eligibilityConditionId\":\"\",\"variants\":[{\"key\":\"ward_coach\",\"name\":\"Ward Coach\",\"allocationPercentage\":0.5},{\"key\":\"quick_start\",\"name\":\"Quick Start\",\"allocationPercentage\":0.5}]}}" } ], "provider_state": [ { "type": "reasoning.encrypted", "data": "gAAAAABqmOdmPf_fIgXDZ9mX3nOAe1U_1AKJ5pubnc-aYVA7tWVjpc3yPBJ1u68humT6TnpVfy62AzuIPdES3vVl9kxLeFgHyWo6UeKpsgRc-ghEQLJzAArW3xiFDR-NS2hGtQ8YFuRc_fLTrrHiC7bivi3ya6o2FWMojpk5bKtbL_t6ebNk5-WEi5jbN3kJw45Kqmm7opjq-d_sCzM9cZvCFaCD6la-_t8VCfkVa6JxoGIjZLY9OKo-TS-fOQeYhP8oy4mjTAimIOFziZoJNKMIcwPu_llpUsQkTS1LHWS52SzMI-I7JlCmoyraCdb12BXtp6BXIHuKJYtpcOM5-249odtBZ3AC2lRMjGGHoBy83rgvljNEsARADQIGNXy5oyx0_qJwIf8AN_XdCs21TC-uxrc9oDzdVudue5k6n8C3CLyAtZlkc7Z8spLTU89qKYOSjJCWI1iC7x820yYz3zQ0OI7a2cLvJ2jZGjUJ5zIFqrdmhK0doudm6JA9YDWA_0W-MnF_QezKjJmhK3IDW3db_3SpBErpze_3tHo6kctzrKQSOAkR9Q8gp1eh2XEvqGZ3KOcGlbCVfwbPvndhEfM7xetqAgvXXKdObJGavvZ23svLwb8_Wpx4FIcuh077pRHXqQjcoG0PedW74DIV0KgaQoc1Wct8Cr1G9unPogZ9io-0rWMW9ufyuxe1fGUw-kxUknHQvNvYkLb2xVDVUinmwEAusksJQ8fYbpxsB0D0H14ZyBjavJ8G-ZUqCi3gBVQ_2vbHy_oYUQI2St6Zae_BCiY5k5fPdoGLL_-wYVfOoKIosTFQnQ1cTEbHlOCAHFkEJwiL-lNF9XjDoCGumlGPO_BNJlRRK_VwJFAw_UjdeqTYSwoZkpx72hY6D_3etsQg-8vPTfsAMRlNubQdWeNJlBBKEHKbGa0EaCsHJ9dYcZP__t-vMMeXVy36Wck8Bkvv1DRNIxaiEumwwQ8AhXNEiFh7YhNQHxhT7DiCft38yRYCtM571J7iwx-UwRylNkb7ktZfo3lvpEds6Y8K-_tOCZ3zEtsrKvSpEF9YmC9GkDlQOXbZ17llE66-z3m-4cw8qtrrd5kJqHcUF8qr3reTBNz1dfitdVZu6cG7rNiz8sTgk2owu4BS1HD8wLF0rnAJFmh6bzb95dCMY2Pc9CvchkNhP_ZOx7g7X4GySdDcZlIjrLU4XGOaml_IVHSfS2XQj2RtdTlCT3a5mtcbONKpy464T_js99pG6jadx_5GpuYReQ59SXWAyoeEkZ5T0ba_7C7rs6i0QIs4lMBDIPc7eqw9wOrvh3jShgeWNczR5__J7OgEaurj-POdId0ELAbm684Aq90183poJ1vhrUlK4NJ417z2tA==.eyJlbmRwb2ludF9zbHVnIjoib3BlbmFpL2dwdC01LjYtbHVuYS0yMDI2MDcwOXxvcGVuYWkifQ", "format": "openai-responses-v1", "id": "rs_043bfe69aa67e969016a98e765d16087d1970dc9f6b1e5f9ff", "index": 0 } ] }, "sampled": true, "timestamp": 1788405610.7153301, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 103, "message": { "role": "tool", "tool_call_id": "call_ukLtmcwKOQQZoGvwUQQKt3Zq", "content": "{\"experiment\":{\"archivedAt\":null,\"assignmentIdentifierPath\":\"customer.appsFlyerId\",\"author\":\"mina.rao\",\"createdAt\":\"2026-01-01T00:01:30Z\",\"derivedState\":\"not_started\",\"description\":\"July 2026 paid prestige recovery test for AppLovin-attributed installs and re-attributions; organic installs are excluded.\",\"endedAt\":null,\"experimentId\":\"ab_exp_000001\",\"experimentType\":\"frequentist\",\"hypothesis\":\"Routing newly attributed paid Hospital Tycoon Android players through balanced ward-coach or quick-start treatments will increase prestige starts.\",\"key\":\"hospital_prestige_recovery\",\"modifiedAt\":\"2026-01-01T00:01:30Z\",\"name\":\"Hospital Tycoon July Prestige Recovery\",\"primaryMetricId\":\"ab_metric_000001\",\"randomisationSeed\":\"hospital-tycoon-july-prestige-2026\",\"secondaryMetricIds\":[],\"startedAt\":null,\"versions\":[{\"contextualBanditContextPaths\":[],\"createdAt\":\"2026-01-01T00:01:30Z\",\"createdBy\":\"mina.rao\",\"eligibilityConditionId\":null,\"experimentId\":\"ab_exp_000001\",\"modifiedAt\":\"2026-01-01T00:01:30Z\",\"status\":\"draft\",\"variants\":[{\"allocationPercentage\":0.5,\"key\":\"ward_coach\",\"name\":\"Ward Coach\",\"payloadJson\":null,\"variantId\":\"ab_var_000001\",\"variantOrder\":1},{\"allocationPercentage\":0.5,\"key\":\"quick_start\",\"name\":\"Quick Start\",\"payloadJson\":null,\"variantId\":\"ab_var_000002\",\"variantOrder\":2}],\"versionId\":\"ab_ver_000001\",\"versionNumber\":1}]},\"status\":\"accepted\"}", "name": "manage_ab_experiment" }, "sampled": false, "timestamp": 1788405623.4723, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 104, "message": { "role": "assistant", "reasoning_content": "**Activating experiment version**\n\nI need to activate the experiment version eventually. First, I have to create the activation parent or version. It seems like the experiment might need to be active before the activation version can use it. So, activating the experiment version now could require the experiment to be active first. I’ll look into whether the activation flow's EXPERIMENT step directly assigns from the active experiment. Then, I can activate the version using the experiment ID and version ID.", "tool_calls": [ { "id": "call_XfEH8UBgqciHKXN2e4wzKvcG", "type": "function", "name": "manage_ab_experiment_version", "arguments": "{\"action\":\"activate\",\"experimentId\":\"ab_exp_000001\",\"key\":\"\",\"versionId\":\"ab_ver_000001\",\"versionNumber\":1,\"eligibilityConditionId\":\"\",\"contextualBanditContextPaths\":[],\"variants\":[],\"createdBy\":\"mina.rao\"}" } ], "provider_state": [ { "type": "reasoning.summary", "summary": "**Activating experiment version**\n\nI need to activate the experiment version eventually. First, I have to create the activation parent or version. It seems like the experiment might need to be active before the activation version can use it. So, activating the experiment version now could require the experiment to be active first. I’ll look into whether the activation flow's EXPERIMENT step directly assigns from the active experiment. Then, I can activate the version using the experiment ID and version ID.", "format": "openai-responses-v1", "index": 0 }, { "type": "reasoning.encrypted", "data": "gAAAAABqmOd1eU7H77RCpaTphrlPHnYhhCvO07nPxe7A0OoTSiLvp5eIc9HHTBrTWt0LnP1CJFAYROeaRwwnugyVQaJgiWJqz20JTj14jmVpxHpq7wdlI__C9iETD42fY8geDAaYVbub6k7oYV1NuT2-lgxuHvCfn_-7LtFT2bHfy2_D9NhP9hLkpaxX4FUZK45joQ34A02MzOQyYdC8Td0NKh68XqlZeTyijmfAYmW9Q-HOFUV8lGoqtKFhnLiY4suzmN-7d-xJ7v8rNLksAHSk0JhIEqB4k44vgmD01dJ3LwbYeN7GSwJr84JW3vFnBQPVdvDxnUdtKwzuVLkEAmefuXmpRkEBo7T2pbPEtmeSTl3GBAKzV_nZHcQo3hwyVE4fxUsidee9y4fxHIl4VUFJ9RR_UlEHaCugV7SPKHaaJ2xCqZC16edSOUcc-YNg1rNDkPtRA0ZDZMEMWtKrv9sUXtJ0HvsQP0XeOZVkTZ-kn2qLfbxkiyN2flQ_LrKac3-mWx1L_hNjtOcgIsozmn0fIBiHzYKIZHgDJoU9yyJxzNi_ClZrgnR3KkgHKRAJAqxdeBj85bxa-sgnZBkgwQSUoQP8-iHH_mFcW0E6QMKEK4kuL6evd9iJ33QWGMJRkKajmWa3ACIVNMwkXNX8ENQuyTSsdp-2s4G-Mad4u2s8zEX5AxPP0a6n4Y2cGoRKZJDrh5Hs7gUS78176I7mjy6SbNSHgeR68cCLEpf46J5t0ocqIdqUsf9zLsmmSdtBZ64B4B7nyuQRDImK_q_XeUT4EeX5hfDTWf5oktxq1gCEem07yM0LPYyLHg9j70v2KhTiuGOeeeAQ-hXhiYIt_65ZIB1Im30mpbG6rOZBqLmdpQqeFg96_EM8a_e9WfhmIABLNLkG39gOnDmD0oN4J77VUl58LXq81toTsCypxa3sVSTiqRxzVf2BPt0_ONw4HYm5pIwjtGIercRrRXFGorA4E1thHpdNIuKrQVOWUhmuMOwQhDqb1ao2IROwX-nW9neIdErJENbqOWeUHAXfmoA4Cq9SpiPl9mBtzMq0PcdpXFWyUEx2Bd5mQO5APtylWJqWOhcd-qEZhIBxaGXvyvLw2tW9adTYpSK-7O4YmbILvrK26jkVQtFZxnHBGIgjOV3EiI39TICk_80e1EMOYY-DCwaAWQ4CPiEzqKBVMz7YNiJBNgwCRbO73v9bPlDRSSmnc6beQqutdw2zQ_V5z26KRFoMPqF7Ac6nE3l0z69XZH6Jj8Pu9J5gHL1EdCyBnvswiChmlOtyxl2l3hxf7xm8--DmeqotXFz1CepovuPyNS_Xt7fiJS-BsIZ7ILMoRQzsHiAiKjp_pCpycRKl3k8zQIy7u5_YIA5VuJFTpftf_i830bUaul5VS_P8eUinUkIq7I2VvP-U-QMIVVzAc8vJi5yk292jNpOFunRks3HYGKP-1akYWY6SZGTr9q0UPXXV9Q9SNOJht2L9ePUz-B5ZcFg-IIhzNUDymBMpOvVQg-R4xCR2D3JwYfe57VxCpPXjm8MKTca90ABW1i0oDkpFNaVOLK-TYJ_7qKThWb6b53tDY3KPAG8Z3H63WbXZmpnSbw7_KfnrBMQ6sCdou2ECH8_QmjH2uxOQOx6UtY3aKCyPgrDikCWqvlG42avSbyYqaP0dPrxqq4bXNK58DW0gTDwYopgU67noIO9-negrneiFpVF_6zUXQnDTQzIc_mm7x2JKTC2DRYRBIXligElSUfvJ90BnJQARGdWiJYy5a9su2I7oZ1kVmH3D7bKxqIeRg6dIt9ixi0P0qLPsuul234Liy4zeCXLBm-U3cXf1LsDUapyxwmmmRfC1z-GPhklcG-9BbhygWckiGCOvdyx-Ri5Mp7sezA==.eyJlbmRwb2ludF9zbHVnIjoib3BlbmFpL2dwdC01LjYtbHVuYS0yMDI2MDcwOXxvcGVuYWkifQ", "format": "openai-responses-v1", "id": "rs_043bfe69aa67e969016a98e772613c87d19795d46d95b67e28", "index": 1 } ] }, "sampled": true, "timestamp": 1788405623.472458, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 105, "message": { "role": "tool", "tool_call_id": "call_XfEH8UBgqciHKXN2e4wzKvcG", "content": "{\"experiment\":{\"archivedAt\":null,\"assignmentIdentifierPath\":\"customer.appsFlyerId\",\"author\":\"mina.rao\",\"createdAt\":\"2026-01-01T00:01:30Z\",\"derivedState\":\"running\",\"description\":\"July 2026 paid prestige recovery test for AppLovin-attributed installs and re-attributions; organic installs are excluded.\",\"endedAt\":null,\"experimentId\":\"ab_exp_000001\",\"experimentType\":\"frequentist\",\"hypothesis\":\"Routing newly attributed paid Hospital Tycoon Android players through balanced ward-coach or quick-start treatments will increase prestige starts.\",\"key\":\"hospital_prestige_recovery\",\"modifiedAt\":\"2026-01-01T00:01:32Z\",\"name\":\"Hospital Tycoon July Prestige Recovery\",\"primaryMetricId\":\"ab_metric_000001\",\"randomisationSeed\":\"hospital-tycoon-july-prestige-2026\",\"secondaryMetricIds\":[],\"startedAt\":\"2026-01-01T00:01:32Z\",\"versions\":[{\"contextualBanditContextPaths\":[],\"createdAt\":\"2026-01-01T00:01:30Z\",\"createdBy\":\"mina.rao\",\"eligibilityConditionId\":null,\"experimentId\":\"ab_exp_000001\",\"modifiedAt\":\"2026-01-01T00:01:32Z\",\"status\":\"active\",\"variants\":[{\"allocationPercentage\":0.5,\"key\":\"ward_coach\",\"name\":\"Ward Coach\",\"payloadJson\":null,\"variantId\":\"ab_var_000001\",\"variantOrder\":1},{\"allocationPercentage\":0.5,\"key\":\"quick_start\",\"name\":\"Quick Start\",\"payloadJson\":null,\"variantId\":\"ab_var_000002\",\"variantOrder\":2}],\"versionId\":\"ab_ver_000001\",\"versionNumber\":1}]},\"status\":\"accepted\"}", "name": "manage_ab_experiment_version" }, "sampled": false, "timestamp": 1788405644.193653, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 106, "message": { "role": "assistant", "tool_calls": [ { "id": "call_jIKbhUCzghG1TctslLIVOCNP", "type": "function", "name": "manage_activation", "arguments": "{\"action\":\"create\",\"activationId\":\"activation_hospital_prestige_recovery\",\"key\":\"hospital_prestige_recovery_flow\",\"name\":\"Hospital Tycoon Paid Prestige Recovery Flow\",\"description\":\"Routes newly attributed paid Hospital Tycoon Android players into the July prestige recovery experiment and approved treatments. Organic and unrelated events are excluded.\",\"trigger\":{\"mode\":\"triggered\",\"triggerExpression\":\"event.eventType == \\\"mobile:attribution\\\"\"},\"restartMode\":\"restart\",\"createdBy\":\"mina.rao\"}" } ], "provider_state": [ { "type": "reasoning.encrypted", "data": "gAAAAABqmOeI0b040Dho9nvP6LchbkqPDRPCUT8-3YWVFrGxzV_nrnPCwVeY4S9sVQhSM7YQY1zWlG2ammdROrwsDgPw0dOZ7gp9_0nuBpe-mFduT5OI9P0Fhu2WRzRypKKu1y9vE-yRiBP_UsBNSTW3E7uR0QzuEhlkQg6UZOOE8hmnwtrppUuJqLwRcaDrDrmcNy0A9NLqlXgS2Aw6LEAjlGxv5kTRX1Ppc5nUxHHEvCZVJO0ls1peUR94Z_Zyb9ik4mAuTRuPb_XhGHSXa4ytpIMdgUKkiDINylBilQCvty5VCKumSyRpY67XCHZIYsrqvbx0xd_L4DKvmFpVd_nzzTD_l1IR-snFlesdGt_uWMKFKZvK7czm2VQD6pdQnK6V7ZjkV4yWX81KIUBH6RcnPh0RC5E6DifWADGPQG6yYW1kK-YepIa7vLQgdOzFjWxNTO2KWHyWpZ7yjRyQO5dwx7gtehlWk8U6Y0uZ5H835NPwygthFaOpWxS2YsfAZICsnct-nwH9K7RiBo6v1-dwtbTGYzKf5S2QyfunX4iHYQDpisWE7psUnbvpf0OiS8Sxwy2cW0-0hDEZ2RO8ohFIMs4VkTKeK205NigsiTWIELObF4A7TAidi9f8IY6mNIZRiUB45huZPg38NaWN77UF3XL9Sg3qxfq7Yf1j-wKVUftAIkShULGZ1v3ItTMMp9Ipx-7yaVQuA5sws9MeJravKt_I2v6ko3pn4Y_MY2zcUa_4D0ckfvHzDWSUE91wjfRhc5PTTYfXgQ084_1eudz-dAQw0dKpbK7idrHcqgrNJqn95kFOb8ILtxHMgnkgWBdaN1sMAlUx7Tm16GkyF74eUrNrri5TcE5sR6ZxrTmdFR3VOIKlxJ-TppbWlt6s-bZzSvODax_sv5z7m8mJ1xwlot3z2v0bH78IHmqJ1j8wjB__tlykQWK9UoVZWGFLdfiCYClAluvI5QDJq17AbpZO6Obm6-JEHrNVHfX5GSDAKzSeUFOqS7iso8SxLY0HFmHYzC5wMw26k5kxFVWAJdtvQ4rAANNC8DyatrEKLrrCidAd9vqrMBp1jeuiCw082eoA2mhqJNtmYWFCEfgMD0ZjNbRh-PPeAPRySFiaQGQIV1fxEXtTa9FAESImlUWicOXnvc5nw0qe5y0ueaK5EvN0h6Tl4-z-r4lzGtcp1MfmKnby8k6q_4M3CAbH9mw4qqa1PcZ8prwniYaF2f3Ia3lHySka679a1z2Lfe2-U8T-quLxZGhcgmvpclZnbz1HV_G9SzWbodaGQeMvvigp59hJNnFL0EOgr-qEqUo4MHVWOxEq67842sOZIbTGwZ7Cr7DqdD3mZnWp1h0TP1NKQ4udxv7sIS4LcK88vdiF_fbAI0QzNgE2qB70r7Z-rIJHxKtg4mS5w2gCq3Bxh9Z5igCXWLVjWwKq1A4LU8KPTwZcrOJx-L96Gnk-TRRUIHp5lCez3NS78rwAo77lVlTZKw4OjR3a83EHjUwXsoHzlXPx9ij5syJVCjX-j-7Zt2jMwcibqju7DalMwIHyxdirKl2SrDM-dXLOOig9ECgIWE97LOghoYEs4okNZZgN_PXznbkl4Ln5Cb7Q7qa6jiadhwnvl9zsbJ9x29wNxZOXosyN33m5NVv59zMecnvHd1M_5dYy70MQS7QBlgIzjrKWJHUmPYyRMwVsLrm1ajKkFDOiGs3nW1CW2RTRb16AgnPOx33Mqki69v-H_HayZ6H8HMVPYNSao7TmGcm0jq9RmAfq8kSX4Ie5k409VnlTXCVWqyDwZe8Jkr5OK0t3gyZslpaNvreVIqDvquuAqywFg1bR5iKnfimkdFT88hKFwZSSA74LtxRguJ4jdUT8U_Rgo0F1BuRkhcVpEE6v-HfQaGd9BxytBdm5gXvDHDPWjBno0lbivr7HIFCBzhj0Xbv4B4Nywk2r1tWVhBPPewdMafSdrj3cCz-Wvizs-06_g_FL6hYFC9DbgJ4QKYkEY-88XhFhuPpZDqe02cO6tm9NfnryyYBXNEv6hiFdCIgkSeNxg9kfny6LJszhF3nTIw2YAhKV3gow4lFeuGIuFcb_aTy5wqg0iH2ewxDiuVMfM8pNhb7Oonkcvv4oqXnDmlUtFhpPUYjuKRgXQgKfO-H4AidkkgWpnuQrKFZ8fUilRMFKGASdms7xOEHDMt4_30ffwWf7d741qvWb8rcBqWnNlNsQ4rvDg_hnX0NaaNuT34aqmN0XEpIu6PVciJBoz7XnkjAEdVTXGZ4HoTX6ULR7j6C5qlv6hJdjEvJsFwvS1dxgmAX6KI1J49BfP2C1wDsH1uTD-RhLYSuPGNv1t8342YB27q6IxZtQZM3n3A9QODlj95N_GoMdSfElzIg2RsA9ggOxS_qAQxOtmwKuwWzUKw_QSKMiadESLX54iOhDK-pQ6TnmDYVze-4-Hn4kWZj7oEjiowiVc5gPCckoMxCsNuXmuhhQ3D2p-pZziKhePQQFLCwvdSw-e5Ycplp9qeJynBcSVjKy-crtqd4wz--To4pBbZ5FCXtn_SeGuEnUvf-ghc3o-xGOQgKc8DJi7q6IiWqogFe5Q5kVntyUvIg1PU_Yj1dfNqFcPDKjR1xRUTaB3ugej1QvLe0eK6mKM5rqvSV9faBrwbeu7frEw---PCG3L1bpmX91XhSaEVbf70rVF3x66AmOCv_4vTCTxsubUfVgdawB-Uv0HDy2kGT62vckeZ8hQ3XmkraOwWQhu0xqa5boKXYcLkRsv2xp-I-EqBdZryCO4fUtaSaByPU57-gYsKq62xqiYJ1iYsCIQ74lmW3N68aVeJhQRJg18dZFBuL-tTLZIDAynBbABOven3NN2gniCamLUqSOKad74N0gn_nhPe635BCymGSRUtxcYpdcIgMwQvA3R9VTWzINWKnClmT2SdJeX_oeQOXZHQnegqf_-k6kAs3Syx_zaxp_P_LV8ZGDJLbvLqqQDZj0NhiZUt7myL256C_stuiql8Yrb2LroevC-Sycbsz-kz-6lHZPzc9Yb6y1Vjg7wcERMetOkJLiW5wtJ0qBT4XUO0knVhAudX5iWUNScPKkkQJQFM2yCARO2Jb51JmfLXxv2I2t4kPW9eg1N_v2fS-hkajzqWf6xum2_E2vCrjcySVMku5y9LR9KyrZ4aVxkWrh4O3kvVP2-tMwlrbhIpGCqUlMs07uLaDHClJMtzccrCtedySFoB2rgLWUfrmd5z5J96C7E9S876ZAuVyMgA4CAe40Q2-pv2wccia8.eyJlbmRwb2ludF9zbHVnIjoib3BlbmFpL2dwdC01LjYtbHVuYS0yMDI2MDcwOXxvcGVuYWkifQ", "format": "openai-responses-v1", "id": "rs_043bfe69aa67e969016a98e7803a4487d1b9bb79fe825e057d", "index": 0 } ] }, "sampled": true, "timestamp": 1788405644.1937852, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 107, "message": { "role": "tool", "tool_call_id": "call_jIKbhUCzghG1TctslLIVOCNP", "content": "{\"activation\":{\"activationId\":\"act_000001\",\"archived\":false,\"key\":\"hospital_prestige_recovery_flow\",\"versions\":[{\"activationId\":\"act_000001\",\"activationVersionId\":\"actv_000001\",\"status\":\"draft\",\"versionNumber\":1}]},\"status\":\"accepted\"}", "name": "manage_activation" }, "sampled": false, "timestamp": 1788405660.392629, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 108, "message": { "role": "assistant", "reasoning_content": "**Figuring out activation steps**\n\nI need to create an activation version with specific steps, and I want to figure out a schema through trial and error. It’ll require including conditions and routing for experiments. I’m pondering what the likely step shapes might be. Tool validation could help clarify things. Searching the platform docs isn’t enough, since they’re not indexed. I could try using fetch_document with some guessed document IDs, like `platform:activations/graph-steps.md`. Let's attempt that!", "tool_calls": [ { "id": "call_FX4CpWs9LnmhTSfg77gzel2u", "type": "function", "name": "fetch_document", "arguments": "{\"documentId\":\"platform:activations/activation-graph-steps.md\"}" }, { "id": "call_XBhmflNcwLjzq1A4wuWetCuV", "type": "function", "name": "fetch_document", "arguments": "{\"documentId\":\"platform:activations/graph-steps.md\"}" }, { "id": "call_0CpnYejbpZpzEvYApwaaDVV3", "type": "function", "name": "fetch_document", "arguments": "{\"documentId\":\"platform:activations/actions.md\"}" }, { "id": "call_tJH6cvz8kXuAbEsjeTzc1fB9", "type": "function", "name": "fetch_document", "arguments": "{\"documentId\":\"platform:experimentation/creating-experiments.md\"}" } ], "provider_state": [ { "type": "reasoning.summary", "summary": "**Figuring out activation steps**\n\nI need to create an activation version with specific steps, and I want to figure out a schema through trial and error. It’ll require including conditions and routing for experiments. I’m pondering what the likely step shapes might be. Tool validation could help clarify things. Searching the platform docs isn’t enough, since they’re not indexed. I could try using fetch_document with some guessed document IDs, like `platform:activations/graph-steps.md`. Let's attempt that!", "format": "openai-responses-v1", "index": 0 }, { "type": "reasoning.encrypted", "data": "gAAAAABqmOebgI36dW9XMbP60jItCgd0h2cbpHC4aS4oqw6mmux979ORO-ogMbTDN1GQq5_MGHUkai3SfS1ZG8hVjdxbaIEnSTjUQRIEn1_BMnI29_XyrmvYN_4JiJHe1sab55A8B8660_svdCgG1OKOu-F_yCALSuAlF0yUZTpUFLwMy1O8fHAPsxm9cGwQOK1-v_E8CK60ShWVIc3OLHt5GjvjzM-VqKT6H9zRv6JrF9-ZTMblYshn7WOpCxKKeuCJT23dyAfMpWu5RhqD8I5l5RdZdwqBHeauMY817Mr2gjs74ZrB9nWnq525hFTJnTalFEG87eGOvKf0OOz70GOzjUxCr9qglFyM9pvvp2ldFb24OM1xer_tV8bmfxqzBDLlnjVbN-28Qqsu33uL04oMEl2vGe_0x5S5fNGI00TGQ4F0EhqTqkeOm0_aEvDYH8dSZTrUhpnq3I1amSsBsZf02r_ABHh_8-WWo7Boza4Dbx1kQWgOctJqPockOqOy5G6YDi0NdPEmM6VLC40ErxEqHcAp7OuxMQwVPa_RYCj2mjzy--mI3DwHiy7qaXc8IMOgrmVdId-jNXdlo4gpZqh6RZ-G-7eC88sNz4sVUoXm_JcHAxl6i3HzoS8N8fwavD1qRBgE_rBYBHkGtHQL5bsYYKJTL1BUYRa54bNkm_IDeiKztuhsLU8AisWoI_NcUgLZIaFAwfW6o_Pwt4MIMFsE9p-ub6BfIn4P1vd8zLrh8dP1OmVlmikBII1gXID_6Qf8OllS6I7ZHe-vmym6UOUUQ9Q525B90HpRgSEW1KHmiAHK-6lpDVx1Q6QlpsiTxj_F2lTfw2SIBOdtXrNP7MLTnAEJ34_BAGx0HAaKViV1twLy-nmQf6t096_HTcvMtppCG8FOBQPj7yfb1zzbJd11EU6aQuwjV9UAkmMla-oEuGEedVwLvTFuHGGh5nsnjI36c8GoahB4S3B5cQ2ZxK9O7DoIJMqkhPuo372VWwyrFLkhDU-GSiMvJDwchYuDxvTNbh_GNypf-rA4aDJvuODIqzbJ3SxHuXmNrUI0-nSQFRwCozaZB4KWmIOtUuprdFxTO6fmvy3L3E4GVz4YDMlbSIP8vjXERPndiIEcwDoE0Ec97VZUOVQd56JvG0yCuSepLG4zmMzHalSPUBJC7Xm3KxfQXdIQh10NF5SXwBseEmrzinsx51Z7EPR3wyvy1Inz9FV3hjoTuP7c_PkKT5KfP_1ej4nXXrzQAY2AtBxYxmuPbHtT4NMz5VjPWutC-g12tmVMnOVzB7ATzKFUf_FJQZZ_60VtrWV4uO9HbKHlDvRz0pSh_US63qSVJPoaZdNdcO-Toulwe25VUe1A8GHUVJCTFR_8GFlElzs-LUbUIIaxHh-sUizdutjrHvGeKRCVg2eXQgkpR_dZ-L_Zu4jW0mCtfu1CJh58ehNWRC6OA9umZZ7nHLuPmbMmE8gxXDc354nk98jBSSZfu8EzY8Wl6s1qcYngDYc9IH4tmxyYxM56HALk8r5mtQMCRwUk_P2ySC7h69SxQA9NTBOrEVKurUYnn698ZoZmnE8AqDhHyOAfjAWiPgK2VhAH9MoPdMxneOdhKjv8cJJoIK3ggYqTBCGz9gQWL-AF14Hst6w3pGYEcMoS7sptoBBYoJI_rG_qrfaQiT7PE0cB36L8PS2hRZ5BXQnG6KQGN-3dyThww6dMQlgI_x6S9t39yQ0UmvA44er7KCmX18OJJyv_9G3mx3kHnoIVncgXhSBs2eyOtMDAO7MlqzO5CvN5EGIQO4pyKu4wGTWW-aloiXPDJiVWooOhHYBJGRwZFhsHxrYel1mwjoidDVWvT2hsX5fs-1PXqgVYhG1NhQa-wYoeOqV3K9P6arSqFHM6D5S0EMF_h8KYZnkZVZYlxryP8-fQjoUTdZU4G-2NmIdCZT6dtrYtlAgHdZv_WU7rC1MY-A74K0WfI_JFmONnSzP_UBc8Du6DpPsH3IcTl--gPPU-BUUgWHoP9wi2cDnjtJEqa-HLuMb-sWSGsELvw0DCCCOgIbNXj11G_hl9wYV2MySCCQVpAKKnNA4pRPRgc9FxRRhsn9xU_ahlo1pPPDu7HE0N3W-fYkw0xRyqxwK653g69-T_0sfc1GNPMw==.eyJlbmRwb2ludF9zbHVnIjoib3BlbmFpL2dwdC01LjYtbHVuYS0yMDI2MDcwOXxvcGVuYWkifQ", "format": "openai-responses-v1", "id": "rs_043bfe69aa67e969016a98e794f82c87d1afcdf9b54ee4609f", "index": 1 } ] }, "sampled": true, "timestamp": 1788405660.392811, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 109, "message": { "role": "tool", "tool_call_id": "call_FX4CpWs9LnmhTSfg77gzel2u", "content": "{\"document\":null}", "name": "fetch_document" }, "sampled": false, "timestamp": 1788405675.400542, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 110, "message": { "role": "tool", "tool_call_id": "call_XBhmflNcwLjzq1A4wuWetCuV", "content": "{\"document\":{\"content\":\"# Activation Graph Steps\\n\\nActivation graphs are directed acyclic graphs passed as the `steps` array on an activation version. Every graph has exactly one `START` step and one `TERMINAL` step, and every reachable path must eventually reach `TERMINAL`. Step IDs are local to the version and can use readable names such as `WAIT_10M`, `SEND_OFFER`, or `SYNC_CRM`.\\n\\nEach step is a JSON object with a `stepId`, a `type`, and a `transitions` object. Transitions map an outcome such as `OK`, `ERROR`, `TRUE`, or `FALSE` to another `stepId`. `START` begins the graph, `TERMINAL` ends it, and all non-terminal steps must be reachable from `START`.\\n\\n```json\\n[\\n {\\n \\\"stepId\\\": \\\"START\\\",\\n \\\"type\\\": \\\"START\\\",\\n \\\"transitions\\\": {\\n \\\"OK\\\": \\\"WAIT_3_DAYS\\\"\\n }\\n },\\n {\\n \\\"stepId\\\": \\\"WAIT_3_DAYS\\\",\\n \\\"type\\\": \\\"WAIT_FOR\\\",\\n \\\"duration\\\": {\\n \\\"unit\\\": \\\"DAYS\\\",\\n \\\"value\\\": 3\\n },\\n \\\"transitions\\\": {\\n \\\"OK\\\": \\\"SEND_PUSH\\\"\\n }\\n },\\n {\\n \\\"stepId\\\": \\\"SEND_PUSH\\\",\\n \\\"type\\\": \\\"CALL_API\\\",\\n \\\"apiConnectionId\\\": \\\"api_push_reminder\\\",\\n \\\"transitions\\\": {\\n \\\"OK\\\": \\\"TERMINAL\\\",\\n \\\"ERROR\\\": \\\"TERMINAL\\\"\\n }\\n },\\n {\\n \\\"stepId\\\": \\\"TERMINAL\\\",\\n \\\"type\\\": \\\"TERMINAL\\\",\\n \\\"transitions\\\": {}\\n }\\n]\\n```\\n\\n`WAIT_FOR`, `WAIT_UNTIL`, `SEND_EMAIL`, `CALL_API`, `EXPERIMENT`, `CONDITION`, `ADD_TAG`, and `REMOVE_TAG` emit reserved CDP events when a customer enters and exits the step. `START` and `TERMINAL` do not emit step events. Exit events include `outcome`, `transitionToStepId`, and `transitionToStepType`, so segments and triggered activations can target the route a customer took.\\n\\n`WAIT_FOR` pauses an instance for a deterministic duration. Durations use `SECONDS`, `MINUTES`, `HOURS`, or `DAYS`. When account time reaches the wait deadline, the instance resumes at the step linked by the `OK` transition.\\n\\n```json\\n{\\n \\\"stepId\\\": \\\"WAIT_3_DAYS\\\",\\n \\\"type\\\": \\\"WAIT_FOR\\\",\\n \\\"duration\\\": {\\n \\\"unit\\\": \\\"DAYS\\\",\\n \\\"value\\\": 3\\n },\\n \\\"transitions\\\": {\\n \\\"OK\\\": \\\"NEXT_STEP\\\"\\n }\\n}\\n```\\n\\n`WAIT_UNTIL` pauses an instance until one resolved absolute deadline. It is not a recurring trigger. The deadline is resolved once when the customer enters the step, persisted on the wait, and resumed through the `OK` transition when account time reaches that timestamp.\\n\\nPath mode reads a datetime from the current execution context. `customer.*` paths can reference active datetime customer attributes or datetime calculated customer properties. `trigger.*` paths are available only in event-triggered journeys and read the event that opened the journey.\\n\\n```json\\n{\\n \\\"stepId\\\": \\\"WAIT_FOR_EVENT_DATE\\\",\\n \\\"type\\\": \\\"WAIT_UNTIL\\\",\\n \\\"until\\\": {\\n \\\"mode\\\": \\\"path\\\",\\n \\\"path\\\": \\\"trigger.futureDate\\\"\\n },\\n \\\"transitions\\\": {\\n \\\"OK\\\": \\\"NEXT_STEP\\\",\\n \\\"ERROR\\\": \\\"FALLBACK_STEP\\\"\\n }\\n}\\n```\\n\\nCron mode computes the next matching UTC timestamp strictly after the step entry time. For example, this waits until the next Monday 09:00 UTC, then continues once.\\n\\n```json\\n{\\n \\\"stepId\\\": \\\"WAIT_UNTIL_MONDAY\\\",\\n \\\"type\\\": \\\"WAIT_UNTIL\\\",\\n \\\"until\\\": {\\n \\\"mode\\\": \\\"cron\\\",\\n \\\"cron\\\": \\\"0 9 * * MON\\\"\\n },\\n \\\"transitions\\\": {\\n \\\"OK\\\": \\\"NEXT_STEP\\\",\\n \\\"ERROR\\\": \\\"FALLBACK_STEP\\\"\\n }\\n}\\n```\\n\\nMissing paths, non-datetime values, unresolvable values, and deadlines that are at or before the step entry time immediately take the `ERROR` transition. Cron expressions are UTC-only and use the same deterministic cron support as scheduled triggers, except a wait-until cron produces only one deadline for that activation instance.\\n\\n`START` marks the single graph entry point. It has one `OK` transition.\\n\\n```json\\n{\\n \\\"stepId\\\": \\\"START\\\",\\n \\\"type\\\": \\\"START\\\",\\n \\\"transitions\\\": {\\n \\\"OK\\\": \\\"NEXT_STEP\\\"\\n }\\n}\\n```\\n\\n`TERMINAL` marks the single graph endpoint. It has no transitions.\\n\\n```json\\n{\\n \\\"stepId\\\": \\\"TERMINAL\\\",\\n \\\"type\\\": \\\"TERMINAL\\\",\\n \\\"transitions\\\": {}\\n}\\n```\\n\\n`CONDITION` branches an instance based on an audience-condition DSL expression. Condition steps are instant control-flow steps with `TRUE` and `FALSE` transitions. The step includes a `conditionExpression` and two transition targets:\\n\\n```json\\n{\\n \\\"stepId\\\": \\\"CHECK_CUSTOMER_STATE\\\",\\n \\\"type\\\": \\\"CONDITION\\\",\\n \\\"conditionExpression\\\": \\\"customer.lifecycleStage == \\\\\\\"active\\\\\\\"\\\",\\n \\\"transitions\\\": {\\n \\\"TRUE\\\": \\\"CONTINUE_PRIMARY_PATH\\\",\\n \\\"FALSE\\\": \\\"CONTINUE_ALTERNATE_PATH\\\"\\n }\\n}\\n```\\n\\nExpressions can use `customer.*` for the current customer profile at the moment the step runs. That includes direct checks against `customer.events`, such as `contains_item`, `not_contains_item`, and `count_matches`, evaluated against the customer's visible accepted event history up to the condition step time. If a condition runs after a wait, events submitted during the wait are available when their timestamps are at or before the wait completion time.\\n\\nIn event-triggered journeys, expressions can also use `trigger.*` for the event that started the journey. Scheduled journeys do not have a trigger event, so their condition steps use customer profile data only.\\n\\nActivation condition steps do not support historical sequence predicates such as `contains_sequence`.\\n\\n`ADD_TAG` writes a short-lived tag to the customer's reserved `customer.tags` profile field. Tags are useful for journey state such as suppressing a follow-up path, marking that a welcome series started, or making later segments aware of a recent activation. A tag has a name and a time to live in days. If `ttlDays` is omitted, it defaults to 90 days. The maximum TTL is 90 days.\\n\\n```json\\n{\\n \\\"stepId\\\": \\\"ADD_WELCOME_TAG\\\",\\n \\\"type\\\": \\\"ADD_TAG\\\",\\n \\\"tagName\\\": \\\"EMAIL_WELCOME_SERIES\\\",\\n \\\"ttlDays\\\": 90,\\n \\\"transitions\\\": {\\n \\\"OK\\\": \\\"NEXT_STEP\\\"\\n }\\n}\\n```\\n\\nTag names must use uppercase letters, numbers, and underscores, starting with a letter. When `ADD_TAG` runs for a tag that is already active on the customer, the step refreshes that one tag instead of creating a duplicate. The refreshed tag gets the new `ttlDays`, `addedAt`, and `expiresAt` values.\\n\\n`REMOVE_TAG` removes an active customer tag and continues through its `OK` transition. If the customer does not currently have that tag, removal is a successful no-op.\\n\\n```json\\n{\\n \\\"stepId\\\": \\\"REMOVE_WELCOME_TAG\\\",\\n \\\"type\\\": \\\"REMOVE_TAG\\\",\\n \\\"tagName\\\": \\\"EMAIL_WELCOME_SERIES\\\",\\n \\\"transitions\\\": {\\n \\\"OK\\\": \\\"NEXT_STEP\\\"\\n }\\n}\\n```\\n\\n`REMOVE_TAG` does not take `ttlDays`. Expired tags are automatically pruned from `customer.tags`; expiry does not emit a separate event or start another journey on its own.\\n\\n`SEND_EMAIL` writes an email action log. The step references a registered email template and a recipient path such as `customer.email`. If the recipient path is missing, null, not a string, or empty at runtime, the step follows its `ERROR` transition and the error remains visible in the action log.\\n\\n```json\\n{\\n \\\"stepId\\\": \\\"SEND_EMAIL\\\",\\n \\\"type\\\": \\\"SEND_EMAIL\\\",\\n \\\"emailId\\\": \\\"email_welcome\\\",\\n \\\"recipientPath\\\": \\\"customer.email\\\",\\n \\\"transitions\\\": {\\n \\\"OK\\\": \\\"NEXT_STEP\\\",\\n \\\"ERROR\\\": \\\"TERMINAL\\\"\\n }\\n}\\n```\\n\\n`CALL_API` writes an API action log. The step references a registered API connection. Static JSON bodies are stored as JSON, and JSONata bodies are resolved against the activation execution context at runtime.\\n\\n```json\\n{\\n \\\"stepId\\\": \\\"CALL_API\\\",\\n \\\"type\\\": \\\"CALL_API\\\",\\n \\\"apiConnectionId\\\": \\\"api_push_reminder\\\",\\n \\\"transitions\\\": {\\n \\\"OK\\\": \\\"NEXT_STEP\\\",\\n \\\"ERROR\\\": \\\"TERMINAL\\\"\\n }\\n}\\n```\\n\\n`SENDGRID_EMAIL` sends one personalized message through an installed SendGrid Transactional Email integration. It is distinct from `SEND_EMAIL`: it references a SendGrid dynamic template and evaluates separate JSONata expressions for dynamic template data and custom arguments. Provider acceptance follows `OK`; configuration, expression, authentication, or synchronous provider rejection follows `ERROR`.\\n\\n`GOOGLE_ADS_CUSTOMER_MATCH` sends the customer owned by the current journey instance to one Google Ads UserList. A scheduled trigger may use a saved Segment to select a cohort, but the trigger creates a separate journey instance for each selected customer. The Customer Match step never reevaluates that Segment or acts on another customer's profile.\\n\\nThe step supports `ADD` and individual `REMOVE`. It requires `dataManagerAccessResourceName` and exactly one `destinations` entry with `customerId` and `userListResourceName`; `loginCustomerId` is optional when a manager-account route is needed. `segmentId`, `REMOVE_ALL`, `removeAsOfTime`, and `validateOnly` are not supported on this journey step. Provider configuration is checked when the draft is validated. An accepted step returns `OK` with its Data Manager Request identity while that request continues processing.\\n\\nEach Activation step execution represents one Customer Match delivery attempt for one customer and one UserList. Repeated processing of the same step returns its existing accepted or failed result without rereading the customer profile. A new execution is required after repairing access or configuration. Google Ads Data Manager Request details show aggregate processing, while UserList details show current match and serving readiness. Member identifiers and consent records are not included in those views.\\n\\nSee **SendGrid transactional email activation** for its fields, expression roots, and provider timing.\\n\\n`EXPERIMENT` assigns the customer to an existing active experiment version, reads the selected variant payload, executes the selected activation-flow email or API action, and returns to the activation graph. Each email variant action defines its own customer scalar `recipientPath`; the experiment step does not define a shared recipient. Experiment steps require both `OK` and `ERROR` transitions.\\n\\n```json\\n{\\n \\\"stepId\\\": \\\"ASSIGN_EXPERIMENT\\\",\\n \\\"type\\\": \\\"EXPERIMENT\\\",\\n \\\"experimentId\\\": \\\"exp_onboarding_offer\\\",\\n \\\"experimentVersionId\\\": \\\"expv_onboarding_offer_v2\\\",\\n \\\"transitions\\\": {\\n \\\"OK\\\": \\\"NEXT_STEP\\\",\\n \\\"ERROR\\\": \\\"TERMINAL\\\"\\n }\\n}\\n```\\n\\n## Related pages\\n\\n- \\\"Activations Overview\\\"\\n- \\\"Reserved Platform Events\\\"\\n\",\"createdAt\":\"2022-12-29\",\"documentId\":\"platform:activations/graph-steps.md\",\"lastModifiedAt\":\"2025-12-31\",\"path\":\"activations/graph-steps.md\",\"product\":\"cdp\",\"source\":\"platform_docs\",\"title\":\"Activation Graph Steps\"}}", "name": "fetch_document" }, "sampled": false, "timestamp": 1788405675.401073, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 111, "message": { "role": "tool", "tool_call_id": "call_0CpnYejbpZpzEvYApwaaDVV3", "content": "{\"document\":null}", "name": "fetch_document" }, "sampled": false, "timestamp": 1788405675.40146, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 112, "message": { "role": "tool", "tool_call_id": "call_tJH6cvz8kXuAbEsjeTzc1fB9", "content": "{\"document\":{\"content\":\"# Creating Experiments\\n\\nCreate metrics before experiments. An experiment references one primary metric\\nand may reference ordered secondary metrics, but the metric itself does not know\\nwhether it is primary or secondary.\\n\\nCreating an experiment must include the parent experiment fields and `initialVersion`.\\nVersion `1` is created as a draft; there is no supported parent-only experiment\\ncreate flow.\\n\\nImportant parent fields:\\n\\n- `key`: unique lowercase slug among non-archived experiments.\\n- `experimentType`: `bayesian`, `frequentist`, or `contextual_bandit`.\\n- `assignmentIdentifierPath`: the customer path used as the stable bucketing\\n unit.\\n- `randomisationSeed`: optional. When omitted, the system assigns one.\\n- `primaryMetricId` and `secondaryMetricIds`.\\n\\nImportant initial version fields:\\n\\n- `eligibilityConditionId`: optional saved audience condition reference.\\n- `contextualBanditContextPaths`: required only for contextual bandit versions.\\n- `variants`: at least two variants.\\n\\nEach variant in `initialVersion.variants` uses these fields:\\n\\n- `key`: required stable lowercase identifier for the variant.\\n- `allocationPercentage`: required decimal allocation from `0` to `1`.\\n- `variantOrder`: optional display order. When omitted, variants use the order\\n provided in the request.\\n- `name`: optional display name.\\n- `payloadJson`: optional JSON payload for application-side rendering or\\n delivery.\\n\\nThe platform stores allocation as integer basis points, but experiment configuration should\\nuse decimal percentages. For example, two equal variants should use\\n`allocationPercentage: 0.5` and `allocationPercentage: 0.5`. The total must be\\nexactly `1.0`. Do not send `weight`, `split`, `allocation`, or `percentage`\\nfields; fixed-size allocation modes are not supported.\\n\\nA 50/50 version can use this shape:\\n\\n```json\\n{\\n \\\"initialVersion\\\": {\\n \\\"eligibilityConditionId\\\": \\\"email_subscribers\\\",\\n \\\"variants\\\": [\\n {\\n \\\"key\\\": \\\"control\\\",\\n \\\"name\\\": \\\"Control\\\",\\n \\\"variantOrder\\\": 1,\\n \\\"allocationPercentage\\\": 0.5\\n },\\n {\\n \\\"key\\\": \\\"new_offer\\\",\\n \\\"name\\\": \\\"New offer\\\",\\n \\\"variantOrder\\\": 2,\\n \\\"allocationPercentage\\\": 0.5\\n }\\n ]\\n }\\n}\\n```\\n\\nVariant payloads are optional JSON values. A payload can be an object, array,\\nstring, number, boolean, or omitted.\\n\\nBefore first activation, parent semantic fields and draft version fields can be\\nedited. After first activation, experiment type, assignment identifier, seed,\\nand metric roles are frozen. An update may repeat their current values while\\nchanging display metadata, but it cannot change their meaning.\\n\\nArchived experiments keep their historical key for audit, but they no longer\\nreserve it. If a team needs to restart an experiment or contextual bandit under\\nthe same key, first terminate the active experiment, terminate any remaining\\ndraft versions, archive the old experiment, and then create the replacement\\nexperiment with that key.\\n\\n## Related pages\\n\\n- \\\"Success Metrics and Conversions\\\"\\n- \\\"Assignment and Eligibility\\\"\\n- \\\"Experiment Lifecycle\\\"\\n\",\"createdAt\":\"2023-08-18\",\"documentId\":\"platform:experimentation/creating-experiments.md\",\"lastModifiedAt\":\"2025-12-14\",\"path\":\"experimentation/creating-experiments.md\",\"product\":\"cdp\",\"source\":\"platform_docs\",\"title\":\"Creating Experiments\"}}", "name": "fetch_document" }, "sampled": false, "timestamp": 1788405675.401829, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 113, "message": { "role": "assistant", "tool_calls": [ { "id": "call_OOQFEgqx7iR5hzqqAQY2REjz", "type": "function", "name": "search_platform_docs", "arguments": 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"format": "openai-responses-v1", "id": "rs_043bfe69aa67e969016a98e7c50b1c87d18b1993b64b19711d", "index": 0 } ] }, "sampled": true, "timestamp": 1788405718.699334, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 118, "message": { "role": "tool", "tool_call_id": "call_VJAbjxCcTCLXfwqrlKMzuQLd", "content": "{\"error\":{\"code\":\"invalid_arguments\",\"message\":\"only draft versions are editable\"}}", "name": "manage_ab_experiment_version" }, "sampled": false, "timestamp": 1788405732.039258, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 119, "message": { "role": "assistant", "reasoning_content": "**Creating new versions**\n\nI need to create a new version, maybe call it version 2, and include payloads. The thought is to activate it after terminating version 1. It seems like I can manage this by drafting while the first version is still active, then activating will switch to the new version. So, my focus is on creating version 2 with the necessary variants in the payloads. This will help keep everything organized!", "tool_calls": [ { "id": "call_8fdpLkefigJl57cXA4z2yPC9", "type": "function", "name": "manage_ab_experiment_version", "arguments": "{\"action\":\"create\",\"experimentId\":\"ab_exp_000001\",\"key\":\"\",\"versionId\":\"\",\"versionNumber\":2,\"eligibilityConditionId\":\"\",\"contextualBanditContextPaths\":[],\"variants\":[{\"key\":\"ward_coach\",\"name\":\"Ward Coach\",\"variantOrder\":1,\"allocationPercentage\":0.5,\"payloadJson\":{\"type\":\"CALL_API\",\"apiConnectionId\":\"api_000001\"}},{\"key\":\"quick_start\",\"name\":\"Quick Start\",\"variantOrder\":2,\"allocationPercentage\":0.5,\"payloadJson\":{\"type\":\"CALL_API\",\"apiConnectionId\":\"api_000002\"}}],\"createdBy\":\"mina.rao\"}" } ], "provider_state": [ { "type": "reasoning.summary", "summary": "**Creating new versions**\n\nI need to create a new version, maybe call it version 2, and include payloads. The thought is to activate it after terminating version 1. It seems like I can manage this by drafting while the first version is still active, then activating will switch to the new version. So, my focus is on creating version 2 with the necessary variants in the payloads. This will help keep everything organized!", "format": "openai-responses-v1", "index": 0 }, { "type": "reasoning.encrypted", "data": 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"format": "openai-responses-v1", "id": "rs_043bfe69aa67e969016a98e7de50a887d1bf7b17532aaf3ec4", "index": 1 } ] }, "sampled": true, "timestamp": 1788405732.039526, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 120, "message": { "role": "tool", "tool_call_id": "call_8fdpLkefigJl57cXA4z2yPC9", "content": "{\"status\":\"accepted\",\"version\":{\"contextualBanditContextPaths\":[],\"createdAt\":\"2026-01-01T00:01:44Z\",\"createdBy\":\"mina.rao\",\"eligibilityConditionId\":null,\"experimentId\":\"ab_exp_000001\",\"modifiedAt\":\"2026-01-01T00:01:44Z\",\"status\":\"draft\",\"variants\":[{\"allocationPercentage\":0.5,\"key\":\"ward_coach\",\"name\":\"Ward Coach\",\"payloadJson\":{\"apiConnectionId\":\"api_000001\",\"type\":\"CALL_API\"},\"variantId\":\"ab_var_000003\",\"variantOrder\":1},{\"allocationPercentage\":0.5,\"key\":\"quick_start\",\"name\":\"Quick Start\",\"payloadJson\":{\"apiConnectionId\":\"api_000002\",\"type\":\"CALL_API\"},\"variantId\":\"ab_var_000004\",\"variantOrder\":2}],\"versionId\":\"ab_ver_000002\",\"versionNumber\":2}}", "name": "manage_ab_experiment_version" }, "sampled": false, "timestamp": 1788405747.3246021, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 121, "message": { "role": "assistant", "tool_calls": [ { "id": "call_4PAY4wsEa6qoFu1lGgGihUwz", "type": "function", "name": "manage_activation_version", "arguments": "{\"action\":\"create\",\"activationId\":\"act_000001\",\"activationVersionId\":\"\",\"copyFromVersionId\":\"\",\"trigger\":{\"mode\":\"triggered\",\"triggerExpression\":\"event.eventType == \\\"mobile:attribution\\\"\"},\"restartMode\":\"restart\",\"steps\":[{\"stepId\":\"START\",\"type\":\"START\",\"transitions\":{\"OK\":\"CHECK_PAID_ATTRIBUTION\"}},{\"stepId\":\"CHECK_PAID_ATTRIBUTION\",\"type\":\"CONDITION\",\"conditionExpression\":\"trigger.eventType == \\\"mobile:attribution\\\" and (trigger.properties.conversionType == \\\"install\\\" or trigger.properties.conversionType == \\\"re_attribution\\\") and customer.appsFlyerId != null\",\"transitions\":{\"TRUE\":\"ASSIGN_PRESTIGE_TREATMENT\",\"FALSE\":\"TERMINAL\"}},{\"stepId\":\"ASSIGN_PRESTIGE_TREATMENT\",\"type\":\"EXPERIMENT\",\"experimentId\":\"ab_exp_000001\",\"experimentVersionId\":\"ab_ver_000002\",\"transitions\":{\"OK\":\"TERMINAL\",\"ERROR\":\"TERMINAL\"}},{\"stepId\":\"TERMINAL\",\"type\":\"TERMINAL\",\"transitions\":{}}],\"createdBy\":\"mina.rao\"}" } ], "provider_state": [ { "type": "reasoning.encrypted", "data": 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"format": "openai-responses-v1", "id": "rs_043bfe69aa67e969016a98e7ed022487d19ca9efae632ec6c7", "index": 0 } ] }, "sampled": true, "timestamp": 1788405747.325027, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 122, "message": { "role": "tool", "tool_call_id": "call_4PAY4wsEa6qoFu1lGgGihUwz", "content": "{\"errors\":[{\"errorCode\":\"INVALID_CONDITION_EXPRESSION_SYNTAX\",\"message\":\"Unexpected token.\",\"path\":\"steps.CHECK_PAID_ATTRIBUTION.conditionExpression\"},{\"errorCode\":\"EXPERIMENT_VERSION_NOT_ASSIGNABLE\",\"message\":\"Activation experiment steps require an active experiment version.\",\"path\":\"steps.ASSIGN_PRESTIGE_TREATMENT.experimentVersionId\"},{\"errorCode\":\"INVALID_ACTIVATION_EXPERIMENT_PAYLOAD\",\"message\":\"Experiment variants used by activation steps must use activation_flow payloads.\",\"path\":\"steps.ASSIGN_PRESTIGE_TREATMENT.experimentVersionId\"},{\"errorCode\":\"INVALID_ACTIVATION_EXPERIMENT_PAYLOAD\",\"message\":\"Experiment variants used by activation steps must use activation_flow payloads.\",\"path\":\"steps.ASSIGN_PRESTIGE_TREATMENT.experimentVersionId\"}],\"ok\":false,\"status\":\"rejected\"}", "name": "manage_activation_version" }, "sampled": false, "timestamp": 1788405764.728203, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 123, "message": { "role": "assistant", "reasoning_content": "**Fixing condition syntax**\n\nI need to fix the condition syntax, as it looks like the Domain Specific Language (DSL) uses `&&` instead of \"and.\" The example docs only mention `==`. I wonder if audience conditions in the DSL require parentheses. Maybe the unexpected token error happens because `trigger.eventType` isn’t allowed; perhaps the correct path is `trigger.event.eventType`? I should confirm if `trigger.eventType == \"mobile:attribution\" && ...` works instead. It's time to search the segment syntax docs!", "tool_calls": [ { "id": "call_Ka5NrGb1kE8hpsmn5JU8a6YI", "type": "function", "name": "fetch_document", "arguments": "{\"documentId\":\"platform:segmentation/segment-definition-syntax.md\"}" } ], "provider_state": [ { "type": "reasoning.summary", "summary": "**Fixing condition syntax**\n\nI need to fix the condition syntax, as it looks like the Domain Specific Language (DSL) uses `&&` instead of \"and.\" The example docs only mention `==`. I wonder if audience conditions in the DSL require parentheses. Maybe the unexpected token error happens because `trigger.eventType` isn’t allowed; perhaps the correct path is `trigger.event.eventType`? I should confirm if `trigger.eventType == \"mobile:attribution\" && ...` works instead. It's time to search the segment syntax docs!", "format": "openai-responses-v1", "index": 0 }, { "type": "reasoning.encrypted", "data": "gAAAAABqmOf_YbAcNfKnEQSpT9X5bG-zT4iyniW3pHeSfwm7goSAlCpYn8_eZXIpZj0qKpXks-UfesdOpJhL_wlL1z3I5ldhmobs2iu4XJ7pt4PkDXOhwjN3yNSVpvBnExCEPwIqhaIgSn6iI6TI6zNfnnkRbUHjuUDz_ypGLLSuMiJaeM8TClXwrSNLSq3wk6G2oJeCakOnQv7oJ9L7MFW8TYRUDPC9GeF9wVjTuWMESQXhIeQnwkRrJioUiznpSKX1Xt_RS1OLoauhK7w4wFKeZcnbLwP7le1Xg3nWQihg6lzC7DBvJHpDABmvBsU2hGcTy1uO1d_mqMRJvzAiRQ01UV1VMvM0x2jUWJdweAogchVRENFGQIeDDpRUMFoXI0dLnOmoK3KQAvezuqoQ-qkDLv8UjeuMXt40xZFmuoltGPU161eXOWOEbaqIkhIC7YlvZpPK9Ee4h1qRK-rWvwKXmWugKiSk8NUE-cql01wuQAIPBOepMO28WG5m8-6cYcVt1jI1MSEM7QxNQbCLw0GIc5KcK6BGZFLusJiubeqN7PCvagzbJUgCDU47HcBGKmbtTpMFRCbFMVBfWDTqMwrUKqCwNTgswVUyCA1-QOneA87_gaGlz99YC2xbSiZ-EIvbL9NMa-Y3mMvHfiLkC9jXtLW0nfhYpHhATVOG1HlZcIA76KtS6qm23zha4m7bZ4mfxVT5oEOYa5i7yslXh_UxjnEjolaxAyfrriy1vXcNynyOL6QJOuqoMayabRKTOyWGy1orby39l5TWs9QISHi7lcMnSVVNboXF_rlfy7x37Gdru-SGL2EiyPRSfNSofNB28lSSLeHa4uYkJnR3odwyQ3ABwVlSbXGPknHh_acOf3B64o0huOAwL_MDEe7hBsL0GhuHHhnNpp0NtgNQ-KvSVqQPoPQaIWR6-PV2vc2UQxFyhldOmmQnauHY-N7nRYj_mRFiE3zv8BgmntMKBG5s953r9rdsPTfGdB2UjJsXlw0FHnRXhD61_EfMFyXT42RB7m_CwadSFlRJ_LLCz3YNF4n64BDx2RNxGubByn6oEWs4u_mbIRruhSSLijoknHJllHEu_dkdhv-vZVLi5kSRFx1vMr4OlLOxnBFNs-TLdLooSlKNAGlwBMO_FLqQrHydTjee8sjoWKgUT3BdDP58iBsruCChMxXbqZN4qxHLTna_gBUvqHC35GY9mNiV9Rv-N8nSX4sSCkLx-SdKh9BGjFlkvOsz59jlwn6SBhJIZ16q6Pw0SpPedQBJNsh7ZcRQKBbXwr-Jls6VCWGsPcQbbwBV9eW8ShivxvbLcnEhHUsd9f-kfsb_h3JTv-FQ02jsZHsMn3SyzixJRRY7m2WsBucIQd32OJ8BpUlL95qs80iPiHV858IXM9yea6eaf6cYPka1Zg2dTYtZ-auKSfjcbGz47TLY7Y5NX4XCnP7h3wXgW2SRHKMJlrZehzJeti6Z47k9vrsLtwaIooEwTxO7T_e52U67Uqd4LuURXk6Z7Em6FfV2kLWBJ4HOHuCjyHQaeF2QbXKutyod92-ASq9Ca5eEasiok97fJpkOW1AXTaXi-9NlXplWTBIVIYsDIs03ogvJgCe7CWNSE0NGEbeH07PU7CX7-q4X-fYVGn5jSCmYqjLuBFOKxrwTTPLq8PEGWQxTlkhRZXAfH0Q7dKEWuXsXuTB9q8cm3aHqo8SFRISlV5J2gEb7J2cEDrP1rvPhk2-Qos0wIoOmZyfRrqXph_CDVi9Wk5Z1SzbK5PwkbacZ2uJggtNo2URx5usEpJZ3gZ5xywRClCf3YwCI9HzamWS-4NzT5ovcpcqDA_xk3eGdcxKKGB0OUaObV-e3Tm8AZPw7ulSfofvWKAKTPlMgAS41SJQpou1RsMXEZfLbhavjckZAWMhBUzWl0mYrVQndCIoDAfBGCpyR2DXYkQiIBQMlYbyACNwiYZvbqJsSWPmRoXBNo0CPG87MAPmYioPkKfLsp8M94aGDP2bLmYL_8SBufsw6fBRjXxa5ya2cnD3tgd3VDLo56rXdNRK4FzWPiLS-6wNBZC_ldigiQXTftUsZYKnTGtaw5JAGziNp-uqfQP0V6faA75BA9gRPK1IFS-r5o0icPqpRVry_a9hWN1KfYs-TbZbh4auY8aCJE1oDZKc8Odtrv99xZZYU33wnoQCcsoPb.eyJlbmRwb2ludF9zbHVnIjoib3BlbmFpL2dwdC01LjYtbHVuYS0yMDI2MDcwOXxvcGVuYWkifQ", "format": "openai-responses-v1", "id": "rs_043bfe69aa67e969016a98e7fa66d087d1929fcb3bf48b9c42", "index": 1 } ] }, "sampled": true, "timestamp": 1788405764.728394, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 124, "message": { "role": "tool", "tool_call_id": "call_Ka5NrGb1kE8hpsmn5JU8a6YI", "content": "{\"document\":{\"content\":\"# Segment Definition Syntax\\n\\nStandard and real-time segment definitions are JSON rules that decide which customers belong in an audience. Audience-condition v1 and v2 definitions use the audience-condition DSL string syntax instead.\\n\\nUse this page as the syntax map. For the exact wrapper and validation behavior for each audience type, use the audience-specific pages.\\n\\n## Choose the right syntax page\\n\\n| Audience type | Use this page |\\n|---|---|\\n| `standard` | Standard Audience Syntax |\\n| `real_time` | Real-Time Audience Syntax |\\n| `audience_condition_v1` | Audience Condition v1 Syntax |\\n| `audience_condition_v2` | Audience Condition v2 Syntax |\\n\\nThe semantic model is shared across audience types, but the external syntax is not. Use JSON groups for `standard` and `real_time`; use DSL strings for `audience_condition_v1` and `audience_condition_v2`.\\n\\n## Base group shape\\n\\nThis JSON group shape applies to `standard` and `real_time` segment definitions.\\n\\nA group uses `operator: \\\"AND\\\"` or `operator: \\\"OR\\\"` and contains a non-empty list of `clauses`, `items`, or `conditions`.\\n\\n```json\\n{\\n \\\"operator\\\": \\\"AND\\\",\\n \\\"clauses\\\": [\\n {\\n \\\"value\\\": {\\n \\\"entity\\\": \\\"Customer\\\",\\n \\\"property\\\": \\\"plan\\\",\\n \\\"operator\\\": \\\"is_equal_to\\\",\\n \\\"value\\\": \\\"pro\\\"\\n }\\n },\\n {\\n \\\"group\\\": {\\n \\\"operator\\\": \\\"OR\\\",\\n \\\"clauses\\\": [\\n {\\n \\\"value\\\": {\\n \\\"entity\\\": \\\"Customer\\\",\\n \\\"property\\\": \\\"ltv\\\",\\n \\\"operator\\\": \\\"is_greater_than_or_equal_to\\\",\\n \\\"value\\\": 500\\n }\\n },\\n {\\n \\\"value\\\": {\\n \\\"entity\\\": \\\"Customer\\\",\\n \\\"property\\\": \\\"lifecycleStage\\\",\\n \\\"operator\\\": \\\"is_equal_to\\\",\\n \\\"value\\\": \\\"vip\\\"\\n }\\n }\\n ]\\n }\\n }\\n ]\\n}\\n```\\n\\nEach scalar clause requires `entity`, `property`, `operator`, and usually `value`.\\n\\nUse `entity: \\\"Customer\\\"` for customer attributes, registered identifiers, `canonicalCustomerId`, `identifiers`, or `events`. Use `entity: \\\"Event\\\"` only inside an event list filter or sequence step.\\n\\n## Nested object fields\\n\\nUse `nestedPath` to address fields inside an object. For example, a customer object attribute named `profile` can match `profile.marketing.smsOptIn` with:\\n\\n```json\\n{\\n \\\"entity\\\": \\\"Customer\\\",\\n \\\"property\\\": \\\"profile\\\",\\n \\\"nestedPath\\\": [\\\"marketing\\\", \\\"smsOptIn\\\"],\\n \\\"operator\\\": \\\"is\\\",\\n \\\"value\\\": true\\n}\\n```\\n\\n## Scalar operators\\n\\n| Field type | Operators |\\n|---|---|\\n| string | `is_equal_to`, `is_not_equal_to`, `contains`, `not_contains`, `is_in`, `is_not_in`, `is_empty`, `is_not_empty` |\\n| number | `is_equal_to`, `is_not_equal_to`, `is_greater_than`, `is_less_than`, `is_greater_than_or_equal_to`, `is_less_than_or_equal_to`, `is_between`, `is_empty`, `is_not_empty` |\\n| datetime | `in_the_last`, `in_the_next`, `was_before`, `was_after`, `was_on`, `was_between`, `is_on`, `will_be_on`, `will_be_after` |\\n| boolean | `is`, `is_not`, `is_known`, `is_not_known` |\\n| object | `is_empty`, `is_not_empty` |\\n| list | `contains_item`, `not_contains_item`, `count_matches`, `contains_sequence`, `is_empty`, `is_not_empty` |\\n\\n`is_empty`, `is_not_empty`, `is_known`, and `is_not_known` do not accept `value`. `is_in` and `is_not_in` require an array of strings. Numeric `is_between` requires `{ \\\"from\\\": number, \\\"to\\\": number }`.\\n\\n## Audience-condition DSL\\n\\nAudience-condition definitions are strings:\\n\\n```text\\ncustomer.plan == \\\"pro\\\" AND customer.events count_matches (event => event.eventType == \\\"purchase\\\") >= 2\\n```\\n\\nThe DSL uses direct paths, uppercase `AND` and `OR`, parenthesized lambda predicates, inclusive `between` ranges, relative datetime windows, and `contains_sequence` for event sequences.\\n\\n## Shared syntax references\\n\\n- Dynamic References\\n- Event List and Sequence Syntax\\n- Audience Condition DSL\\n- Datetime Operator Windows\\n\\n## Related pages\\n\\n- Segmentation Overview\\n- Segment Types and Freshness\\n- Standard Audience Syntax\\n- Real-Time Audience Syntax\\n- Audience Condition DSL\\n- Audience Condition v1 Syntax\\n- Audience Condition v2 Syntax\\n- Datetime Operator Windows\\n\",\"createdAt\":\"2024-09-10\",\"documentId\":\"platform:segmentation/segment-definition-syntax.md\",\"lastModifiedAt\":\"2025-08-08\",\"path\":\"segmentation/segment-definition-syntax.md\",\"product\":\"cdp\",\"source\":\"platform_docs\",\"title\":\"Segment Definition Syntax\"}}", "name": "fetch_document" }, "sampled": false, "timestamp": 1788405780.1123, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 125, "message": { "role": "assistant", "tool_calls": [ { "id": "call_3XNMVWfzbsZrAkb3BwHiaAco", "type": "function", "name": "manage_ab_experiment_version", "arguments": "{\"action\":\"activate\",\"experimentId\":\"ab_exp_000001\",\"key\":\"\",\"versionId\":\"ab_ver_000002\",\"versionNumber\":2,\"eligibilityConditionId\":\"\",\"contextualBanditContextPaths\":[],\"variants\":[],\"createdBy\":\"mina.rao\"}" } ], "provider_state": [ { "type": "reasoning.encrypted", "data": "gAAAAABqmOgSHpT1zsYKSkDwtYDFFmFoHh0piC6BjVRN-jLhn6iRYGAfTvkjocsHSsrpMe9CK5GkQTs6txPjdmFtIWmvUl8ncT2fTdQMw4hvX9HbGROuKubE6zaed01rJbxT6JoylDMabMzk4auuUNZZcXH6IrVMNOJz-9RrzYjUeJQ63qMJJK1465d_Jt0D_IhJ9QTtETcHCIA_OZWQWQoihCj-J5x2R0meVmc_fQNdtuW2tnNngoHc4aXVGJlUkFVYxfr7RCksjWXEaNHnZC03td0faLsBNP5KzSksKCp4_tIUVTbGqereO8s2u2Lrq95iNQP0xviSETwRgR0zEF7oI4cirWUcPsA41-ygoqiUpZHYcZ-bqSHj_9YZXJdjxT_tNuFbCsMIuHFvTvQYD5TjG8DypzkARxLaABrdVo62tbVyIZMFc7e-dD9PJC1jDSKZXs2KgeXWHL3fi68-PhGlfHmw0VF49c4eZ3xvSjTzN0f99SipCBlLC18Sbb5yquW7IuTyShgmOH0X-X1kbamhH58v2V2TVctkDXtJFbqu-Rxb3M0ufkh_2uxDimxXBOBRfU-aXZQ22cAQF-pDEafjeASn84uNPeG5QZwxzVrpH9o01KMdngwnJNSPTwJTeQ9E-daNZdK48Tgefodssq6nPEX52r776upFRmz_rSpfesMBGZEV-8HK7ruj50cUowlCAajN08dK8l9Ro8T2asY4r92klBqfmcCHawHWC_bZP-ptcJQneFq8jIniQfsqiqyzeJduz5Jgu4tChIAcCEeh7KamMLltVGgY6KnnuHrdkZuYJoSMeFoh2Z2xWs3PbR1dpcSqFJ7ed6zI3TrpJtH2UvreRepKIGfpJYEG8HG7m8QD5w4ZDgPAOYFyhS-oRfH49sqnrAXeBAHEN-XiIL_sKrISRqPcrQxVE8qKdCaj88m8avvZ4ubEQ-30wO542rHLDb9FcivqdC3kmY0iufz8S4UoR0pQKK7XHt6gBLcwByQ5x9EW8P7gVuRVrBgRZkNGAG1yRS-EQlKrOvS78uYHN6gdQ4OdlEESfLh9mxZ6Z_vPNn3jdNZBCHovvSyRm25TGx5SJQ3u8wmz_h5ZoQCvD9eh4otygUIeFW6TuG34w0qslqfPK1zOvA2LjSj6TCv1y_6eqVIQaORfWTT4MME-YqeFjaKCCiVT8XV4O6uUwJzuS1xgNLzMZGT9t84InyxiOqqA5K4cVEdlczYQMXVEHYU2T1Ttqi49GbPHQxEiwg7j_KhpN4xTY8xCvJw2nNbE6xNEZVIe-4Aqrg7kWdAw1b2mRJz7BWkYv76E5g8dLH9ipECOAXInrzwA1t9XI39Bo-ap7BNlx7yxTyfuL8VF1G1t5IFoVXYmcIxSS-JGttWPl0syGf2V382CDeLGWf-vSrjDmPBysX_aBI-anQD1H3sCjz-HBFDTjKodBStcwuXet4vcmXA7BW81GbCPY9Hmwr8vENI510I53f3PrN63ddAzRLHKo4NSz4L6O8boioXAR3tenBvrlmXBSCL6nnDhLF0jAseUfQgV09DSRuzbdAszPSpc9MJ4NScbu-JGOXpplrQbLiOPsUCUufNOW55DNKzXdm5z7Vz98zMCcSYeJ530XuPQVEp5R295pjlbj3Mj4b46qmzBjuPRA9C1x9wxTTDO6SLOPTO7G5jpsN93YORk8UaL5NZTFlN7Hp_D3FPT76LF4MZmsnaLHxtuaNOfLJMYmKInG9OwY_9K8Bf7PCdIsYhdKpd5W4iPBdCzDS4v5FP6FXLfVB__oauPD789bEoMrjBCmAu5a2YE_Yeu1XfNCB3QspKR5lwQWPdA2EtygSAiX-_LbOqtdENGKc9gUNfHC1MzDAgMcDJvF79hGWTKrzlL9Oj-ZJXqXORRc0BlJz8watGrgEhcncfAZinzhDNSSz5SxKtYbDxAmp46r2e4nV3ySoqmc8mWJT2VsPbnOAkFZiCPtdNQgUjC6l4ok7OdF--w6k958fu3wCivqqpp49cd8EjHDVIvNP35A8H4PFkf1X02A3GnZC5KPfTKiToPeDtwLHxNOLNJhRNWc20EJeZmcoc-ptaXy-FyWc-4rRKHtQRkJwWeS19oTv2NESwSj2VT9VTrpUh0FF9Ym2NZ2s10hCp5GEpdAO4PaSYLhfIfaVyjqapBkE9yrCvAkHXOsiDrNbaOey4NYQ6cp3TyAKs2uw==.eyJlbmRwb2ludF9zbHVnIjoib3BlbmFpL2dwdC01LjYtbHVuYS0yMDI2MDcwOXxvcGVuYWkifQ", "format": "openai-responses-v1", "id": "rs_043bfe69aa67e969016a98e80e001887d1aebd568de2926104", "index": 0 } ] }, "sampled": true, "timestamp": 1788405780.112484, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 126, "message": { "role": "tool", "tool_call_id": "call_3XNMVWfzbsZrAkb3BwHiaAco", "content": "{\"experiment\":{\"archivedAt\":null,\"assignmentIdentifierPath\":\"customer.appsFlyerId\",\"author\":\"mina.rao\",\"createdAt\":\"2026-01-01T00:01:30Z\",\"derivedState\":\"running\",\"description\":\"July 2026 paid prestige recovery test for AppLovin-attributed installs and re-attributions; organic installs are excluded.\",\"endedAt\":null,\"experimentId\":\"ab_exp_000001\",\"experimentType\":\"frequentist\",\"hypothesis\":\"Routing newly attributed paid Hospital Tycoon Android players through balanced ward-coach or quick-start treatments will increase prestige starts.\",\"key\":\"hospital_prestige_recovery\",\"modifiedAt\":\"2026-01-01T00:01:49Z\",\"name\":\"Hospital Tycoon July Prestige Recovery\",\"primaryMetricId\":\"ab_metric_000001\",\"randomisationSeed\":\"hospital-tycoon-july-prestige-2026\",\"secondaryMetricIds\":[],\"startedAt\":\"2026-01-01T00:01:32Z\",\"versions\":[{\"contextualBanditContextPaths\":[],\"createdAt\":\"2026-01-01T00:01:30Z\",\"createdBy\":\"mina.rao\",\"eligibilityConditionId\":null,\"experimentId\":\"ab_exp_000001\",\"modifiedAt\":\"2026-01-01T00:01:49Z\",\"status\":\"terminated\",\"variants\":[{\"allocationPercentage\":0.5,\"key\":\"ward_coach\",\"name\":\"Ward Coach\",\"payloadJson\":null,\"variantId\":\"ab_var_000001\",\"variantOrder\":1},{\"allocationPercentage\":0.5,\"key\":\"quick_start\",\"name\":\"Quick Start\",\"payloadJson\":null,\"variantId\":\"ab_var_000002\",\"variantOrder\":2}],\"versionId\":\"ab_ver_000001\",\"versionNumber\":1},{\"contextualBanditContextPaths\":[],\"createdAt\":\"2026-01-01T00:01:44Z\",\"createdBy\":\"mina.rao\",\"eligibilityConditionId\":null,\"experimentId\":\"ab_exp_000001\",\"modifiedAt\":\"2026-01-01T00:01:49Z\",\"status\":\"active\",\"variants\":[{\"allocationPercentage\":0.5,\"key\":\"ward_coach\",\"name\":\"Ward Coach\",\"payloadJson\":{\"apiConnectionId\":\"api_000001\",\"type\":\"CALL_API\"},\"variantId\":\"ab_var_000003\",\"variantOrder\":1},{\"allocationPercentage\":0.5,\"key\":\"quick_start\",\"name\":\"Quick Start\",\"payloadJson\":{\"apiConnectionId\":\"api_000002\",\"type\":\"CALL_API\"},\"variantId\":\"ab_var_000004\",\"variantOrder\":2}],\"versionId\":\"ab_ver_000002\",\"versionNumber\":2}]},\"status\":\"accepted\"}", "name": "manage_ab_experiment_version" }, "sampled": false, "timestamp": 1788405794.810901, "token_ids": [], "mask": [], "is_content": [], "logprobs": [] }, { "parent": 127, "message": { "role": "assistant", "reasoning_content": "**Creating activation version**\n\nI’m working on an activation version that uses the condition in uppercase AND. I think it might be helpful to incorporate `trigger.properties` as part of the condition setup. This could add more specificity to how it functions. So, let’s explore this approach! I’ll try to see if it fits the requirements clearly and effectively. It's exciting to think about how this will enhance capabilities.", "tool_calls": [ { "id": "call_XEnmHw3THoh6raSe9vJa2Lef", "type": "function", "name": "manage_activation_version", "arguments": "{\"action\":\"create\",\"activationId\":\"act_000001\",\"activationVersionId\":\"\",\"copyFromVersionId\":\"\",\"trigger\":{\"mode\":\"triggered\",\"triggerExpression\":\"event.eventType == \\\"mobile:attribution\\\"\"},\"restartMode\":\"restart\",\"steps\":[{\"stepId\":\"START\",\"type\":\"START\",\"transitions\":{\"OK\":\"CHECK_PAID_ATTRIBUTION\"}},{\"stepId\":\"CHECK_PAID_ATTRIBUTION\",\"type\":\"CONDITION\",\"conditionExpression\":\"trigger.eventType == \\\"mobile:attribution\\\" AND (trigger.properties.conversionType == \\\"install\\\" OR trigger.properties.conversionType == \\\"re_attribution\\\") AND customer.appsFlyerId != null\",\"transitions\":{\"TRUE\":\"ASSIGN_PRESTIGE_TREATMENT\",\"FALSE\":\"TERMINAL\"}},{\"stepId\":\"ASSIGN_PRESTIGE_TREATMENT\",\"type\":\"EXPERIMENT\",\"experimentId\":\"ab_exp_000001\",\"experimentVersionId\":\"ab_ver_000002\",\"transitions\":{\"OK\":\"TERMINAL\",\"ERROR\":\"TERMINAL\"}},{\"stepId\":\"TERMINAL\",\"type\":\"TERMINAL\",\"transitions\":{}}],\"createdBy\":\"mina.rao\"}" } ], "provider_state": [ { "type": "reasoning.summary", "summary": "**Creating activation version**\n\nI’m working on an activation version that uses the condition in uppercase AND. I think it might be helpful to incorporate `trigger.properties` as part of the condition setup. This could add more specificity to how it functions. So, let’s explore this approach! I’ll try to see if it fits the requirements clearly and effectively. It's exciting to think about how this will enhance capabilities.", "format": "openai-responses-v1", "index": 0 }, { "type": "reasoning.encrypted", "data": 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