AEP/AJO QA test case generation and execution patterns — consolidated testcases.csv format (13 columns including ArtifactType, StoryID, Sandbox, RunTimestamp), TCID prefixes (NS-/SCH-/DST-/IDN-/PRF-/SEG-/CAM-/ING-/JRN-), namespace/schema/dataset/identity/profile/segment/campaign/ingestion/journey test types, AEP…
AEP Query Service patterns — ad-hoc async queries, synchronous row retrieval via QS PostgreSQL, query templates, scheduled queries, and the viewqueryresults HTML artifact tool. Load when querying AEP datasets with SQL, reading row data out of AEP, or rendering query results as an artifact. Key tools: mcpaeprunquery…
Answer questions about Adobe Real-Time Customer Data Platform (Real-Time CDP) by fetching live Adobe Experience League documentation. Never answers from memory — always fetches source content, quotes directly, and cites the URL. Covers B2C and B2B editions, account profiles, predictive scoring, segmentation…
Runtime schema introspection before hardcoding any field name. Load this skill whenever a tool reads, renders, or queries profile data, offer content, or any XDM entity whose field structure may differ between sandboxes (dev vs. prod, client A vs. client B). Teaches the findfield / findvisits / probevisitsfield /…
Fetch all schemas from AEP Schema Registry and render an interactive HTML artifact — expandable cards per schema showing field paths, data types, identity, required, deprecated, and enum tags. Use when the user asks to browse schemas, inspect schema details, or wants a field-level view of the registry for any sandbox.
AEP audience segment design and creation patterns — segment design JSON format, PQL (Profile Query Language) guide with operators and examples, consent/preference attribute requirements, segment API patterns, evaluation types, and QA test criteria. Load when designing or creating AEP segments.
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
Audit skill documentation with systematic review covering standards compliance, official docs verification, code examples accuracy, cross-file consistency, and version drift detection. Auto-fixes unambiguous issues with severity classification. Use when investigating skill issues, major package updates detected (e.g.…
Synthetic XDM record generation from schema design JSONs — generates valid records (N=5, XDM-compliant NDJSON with identityMap + authenticatedState) and invalid records (missing required field, wrong datatype, invalid timestamp) for ingestion QA testing. Handles both XDM Individual Profile (batch) and XDM…
Answer questions about Adobe Customer Journey Analytics by fetching live Adobe Experience League documentation. Never answers from memory — always fetches source content, quotes directly, and cites the URL.
Deep analysis of an XDM schema — per-field sample values, distinct value enumerations, inferred enums, cross-schema lookups/relationships via descriptors, and cross-dataset value validation. Use when the user asks to analyze a schema, profile a schema, get distinct values, find schema relationships, or validate schema…
Fetch an XDM schema from AEP and render its field structure as a designed HTML artifact with color-coded types, collapsible nested objects, and inline deprecation/typo warnings. Use when the user asks to show a schema, get schema structure, view schema fields, or get the structure of a named schema.
Find a data field across AEP datasets and show everywhere it is used, with sample values from Query Service. Load when the user says "show me sample values for field X", "what values does field Y have", "analyze field distribution", "what's in this field", or "show me field X across all datasets". Combines schema…
Find out why data failed to load into AEP and which sources are affected. Load when the user asks "why did my data not ingest", "find failed batches", "ingestion errors", "data import failures", "why is data missing from my dataset", or "batch failed — what happened". Uses mcpaeplistbatches, mcpaepgetbatch, and Flow…
Analyze what would break or be affected downstream if a schema or field is changed, deprecated, or removed in AEP. Load when the user asks "what happens if I remove field X", "what breaks if I change schema Y", "impact analysis for this schema change", "is it safe to deprecate field Z", or "what depends on this…
Primary entry point for end-to-end AEP audience creation — orchestrates field discovery, PQL assembly, size estimation, and publishing. Load when the user says "create an audience", "build a segment", "I want to define an audience for X", "help me create an AEP audience from scratch", or "new audience". Runs a…
Find, list, and inspect AEP audiences (segment definitions) by name, ID, description, or evaluation type. Load when the user asks to search for an audience, find a segment, look up an audience by name or ID, list all audiences, check if an audience exists, or inspect audience membership count or PQL expression. Uses…
Estimate AEP audience size for a PQL expression using the Segmentation Preview API. Load when the user asks how many profiles match a PQL expression, wants to estimate audience size before creating a segment, asks "how big would this audience be", or needs a count of qualifying profiles. Uses POST…
Decompose a compound PQL expression into sub-predicates and estimate audience size at each layer using the AEP Preview API, producing a waterfall breakdown. Load when the user asks which condition filters most profiles, wants to see a waterfall of audience attrition, wants to decompose a PQL clause by clause, or wants…
Show who created, changed, or deleted AEP resources — datasets, schemas, audiences, and other objects. Load when the user asks "who created dataset X", "who deleted schema Y", "show audit log", "what changed recently", "who modified audience Z", or "audit trail for this resource". Uses the AEP Audit Query API to…
Explore AJO channel configurations — channel surfaces, sender identities, presets, and which channels (email, SMS, push, in-app, direct mail, custom) are set up and active in this sandbox. Load when the user asks "what channels do we have", "show channel surfaces", "is the SMS channel configured", "channel setup /…
Show the status, schedule, and health of a specific AEP dataflow — last run result, next scheduled run, error detail, and run history. Load when the user asks "is dataflow X healthy", "check dataflow Y", "when did this dataflow last run", "why is this dataflow failing", or "show me run history for dataflow X". Uses…
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