Map the AEP topology relevant to a reported symptom — which schemas, datasets, dataflows, segments, journeys, and identity namespaces are connected to the object at the center of the problem. Load as part of the diagnostics loop (called from the diagnostics skill) or directly when the user asks "what touches this…
Primary entry point for troubleshooting an unexplained AEP problem — data not showing up, a pipeline behaving unexpectedly, a number that looks wrong, anything without an obvious cause. Load when the user says "something is broken", "why isn't this working", "help me debug X", "investigate this issue", or describes a…
Explain in plain language what an AEP audience targets and how it was built — translate PQL into business English, describe who qualifies and why, and summarize the audience for non-technical stakeholders. Load when the user asks "explain audience X in plain English", "what does this audience mean", "translate this…
Explore business accounts in AEP B2B Edition — their journeys, buying groups, product interests, and related people. Load when the user asks "show me account X", "explore account-based marketing", "find buying groups for account Y", "what journeys is account Z in", "account profile details", or "B2B account…
Explore AJO marketing campaigns — list campaigns, inspect a specific campaign's status, schedule, channels, and target audience, and filter by status or channel. Load when the user asks "show me our campaigns", "list active campaigns", "find campaign X", "what campaigns are scheduled", or "explore campaign Y". Uses…
Explore external databases and data warehouses connected to AEP without moving data — Query Service federated access, Data Distiller connections, and external source connectors. Load when the user asks "what databases are connected", "show me external data connections", "can I query Snowflake from AEP", "what can I…
Find and explore AJO customer journeys — list journeys, inspect a specific journey's configuration, find which audiences a journey uses, check journey status, and browse recent journey activity. Load when the user asks "show me our journeys", "find journey X", "what journeys use audience Y", "list active journeys", or…
Explore the structure and fields of AEP data schemas — browse all schemas, inspect a specific schema's field groups and properties, check which schemas are profile-enabled, and understand schema composition. Load when the user says "show me the schemas", "explore schema X", "what's in this schema", "list our schemas"…
Find and explore AEP datasets by name, schema, size, labels, or usage. Load when the user asks "show me our datasets", "find dataset X", "list datasets for schema Y", "what datasets do we have", "which datasets are profile-enabled", or "show dataset details". Uses mcpaeplistdatasets and mcpaepgetdataset. Returns…
Show how AEP datastreams connect sources to datasets and schemas — list datastreams, inspect a specific datastream's configuration, and trace which datasets receive data from each stream. Load when the user asks "show me our datastreams", "what is datastream X", "which dataset does this datastream feed", "how is data…
Find AEP organization tags and show which campaigns, audiences, or other objects use them. Load when the user asks "show me our tags", "find tag X", "what objects use tag Y", "list organization tags", or "tag management". Tags in AEP are used to group and organize objects across campaigns and audiences. Uses…
Discover XDM fields available for audience building in AEP — search deployed schemas and field groups by field name, description, or data type. Load when the user asks "what fields can I use to build an audience", "find the XDM path for field X", "what custom fields does schema Y have", "which fields are available for…
Find the specific data fields that can be used to build or target a described audience in AEP — given a business description of who to target, discover which XDM fields and paths to use in PQL. Load when the user says "what fields do I need to target people who X", "which fields support this audience idea", "I want to…
Find AEP audience definitions that are duplicates of or very similar to each other — identical PQL, near-identical names, or overlapping criteria. Load when the user asks "find duplicate audiences", "do we have duplicate segments", "are there similar audiences", "audience hygiene check", or "consolidate our…
Find conflicts between AJO journeys and campaigns competing for the same profiles — audience overlap across concurrently live journeys, frequency-capping collisions, and re-entry/priority conflicts causing profiles to be excluded or double-messaged. Load when the user asks "are these journeys conflicting", "audience…
Diagnose errors and performance issues on AJO journey Custom Action nodes — webhook calls to external systems failing, timing out, or running slowly. Load when the user asks "why is the custom action node failing", "webhook errors in journey X", "custom action timing out", "custom action success rate", or…
Analyze where profiles drop off inside an AJO journey — entry count vs. exit count at each node, fallout percentage per step, and which branch or wait node loses the most profiles. Load when the user asks "where are people dropping off in this journey", "journey fallout analysis", "why is completion rate low", "show…
Look up a specific field in AEP schemas and show everywhere that field is used — which schemas reference it, which field groups define it, and its XDM path. Load when the user says "find field X", "where is field Y used", "what schema has field Z", "show me everywhere email is used", or "look up field path for X".…
Show how customer identifiers are configured in AEP — list identity namespaces, check which fields are marked as identity descriptors, inspect the identity graph for a profile, and review merge policies. Load when the user asks "show me our identity namespaces", "how is identity set up", "what identities does profile…
Show where each AEP audience is activated — which destinations, journeys, and campaigns use it, who activated it, and when. Load when the user asks "where is audience X activated", "which destinations receive audience Y", "show me audience activation map", "what's using this segment", or "audience activation report".…
Track how much of purchased AEP capacity is being used and flag any limit breaches — streaming throughput (RPS), profile storage, identity graph size, and query service compute. Load when the user asks "how much capacity are we using", "are we hitting limits", "capacity usage report", "check throughput vs capacity"…
Track the health and performance of AEP data pipelines end-to-end — from source ingestion through to dataset landing. Load when the user asks "how are our pipelines doing", "is data flowing", "pipeline health check", "check all dataflows", "any pipeline errors", or "data pipeline status". Covers batch pipelines (Flow…
Track the health, delivery rate, and errors of AEP activation destinations — check which destinations are active, when they last delivered data, how many identities were exported, and whether any are failing. Load when the user asks "how are our destinations doing", "is destination X healthy", "destination delivery…
Track the status, schedule, and performance of saved AEP Query Service queries — list scheduled queries, check when they last ran, find failed runs, and inspect query output. Load when the user asks "show scheduled queries", "did my scheduled query run", "query schedule status", "find failed query runs", "when did…
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