Adapt this framework to a target platform, engineering stack, or team operating model. Use when the user wants to make the framework generic, stack-aware, platform-aware, or project-aware by updating agents, commands, skills, and rules in a controlled way.
Core Adobe Experience Platform concepts, API patterns, authentication, schema registry, dataset catalog, data ingestion, and sandbox management. Load this skill when working on any AEP integration task, API call, or pipeline stage that interacts with AEP services.
Answer questions about Adobe Experience Platform by fetching live Adobe Experience League documentation. Never answers from memory — always fetches source content, quotes directly, and cites the URL. Covers XDM, Data Ingestion, Sources, Real-Time Customer Profile, Identity Service, Segmentation, Destinations, Data…
AJO campaign lifecycle patterns — campaign types (scheduled and API-triggered), creation API payload formats, surface configuration, audience targeting, publish flow, trigger patterns, Content Decisioning campaigns, campaign duplication, and known API limitations. Load when creating or managing AJO campaigns.
Answer questions about Adobe Journey Optimizer by fetching live Adobe Experience League documentation. Never answers from memory — always fetches source content, quotes directly, and cites the URL.
AEP Computed Attributes — profile-level scalar aggregations derived from ExperienceEvent data (e.g. total purchase amount last 30 days, number of ER visits in last year). Covers creation, the draft-to-published lifecycle, update and deprecation via JSON Patch, status monitoring, and when to use computed attributes vs…
Data profiling, quality scoring (0-100), and Mermaid ERD generation for CSV files. Use when analyzing local CSV data (Stage 0 of AEP pipeline), generating data quality reports, or creating entity-relationship diagrams from CSV file structures. Handles: CSV field profiling, 6-dimension quality scoring (completeness…
AEP Data Prep — mapping sets, individual field mappings, expression validation, built-in function catalog, and mapping preview. Use when creating or inspecting XDM field mappings for source-to-XDM transformation in the ingestion pipeline (Stage 6), validating Data Prep expressions, or checking available built-in…
Data quality profiling methodology, scoring rubric (0-100), report generation patterns, threshold definitions, and AEP-specific data quality checks. Load this skill when performing data quality analysis (Stage 5) or when evaluating CSV/JSON data completeness and fitness for AEP ingestion.
AEP post-ingestion data validation patterns for Stage 7 — Data Access API queries, source-vs-AEP record count comparison, identity resolution verification, event stitching checks, field-level comparison on samples, and validation report format. Load when validating ingested data against source files.
AEP dataset creation patterns for Stage 3 — parquet format enforcement, duplicate-dataset prevention gate, safe tag PATCH protocol (GET-merge-PATCH), and deployment manifest updates. Load when creating or managing AEP datasets via the Catalog API.
Universal framework guidance for designing, maintaining, and evolving agentic coding systems across Claude Code, Cursor, VS Code, and GitHub Copilot. Use when creating, updating, or maintaining agents, commands, skills, rules, or hooks. Also use when resolving cross-surface conflicts, validating framework changes…
AEP identity namespace management and descriptor API patterns for Stage 4 — namespace creation, pre-ingestion namespace gate, descriptor API format (string not object), and identity field selection guidance. Load when configuring identity namespaces or applying identity descriptors.
Scans any project to detect its architecture, tech stack, conventions, and code standards, then populates CLAUDE.md with project context. Supports two modes - architect's standards document (PDF/markdown) or automatic codebase scan. Use at the start of a project or when onboarding onto an unfamiliar codebase. Works…
AJO Offer Decisioning (classic Decision Management / DPS) — offer library, eligibility rules, collections, activities, placements, PQL for offers, offer decisioning API flow (draft to publish to propagation), getmemberoffers, viewoffers HTML artifact, and known gotchas (customAttributes JSON-string, propagation delay…
Universal implementation planning patterns - SDLC category workflows, task classification, complexity estimation, reusability analysis, requirements intelligence, and implementation contract templates. MANDATORY for the planner agent before creating any plan. Also invoke when any agent needs to classify task…
AEP Real-Time Customer Profile enablement patterns for Stage 5 — three-flag protocol, PATCH-not-PUT for schema union tag, safe tag merge, granular flag requirement, and never-auto-enable rule. Load when enabling Profile on schemas or datasets.
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…
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