Evaluation criteria and scoring for data engineering artifact reviews
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Evaluation criteria and scoring for data engineering artifact reviews
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Designs CI/CD pipelines, infrastructure, observability, and deployment strategy. Use when preparing platform readiness for a feature.
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4-phase discovery workflow with decision gates, phase transitions, success metrics, and state tracking
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Event Modeling facilitation technique — brainstorm events, identify commands and views, define aggregate boundaries, write Given-When-Then specifications
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Conducts Jobs-to-be-Done analysis, UX journey design, and requirements gathering through interactive discovery. Use when starting feature analysis, defining user stories, or creating acceptance criteria.
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Acceptance test creation methodology for the DISTILL wave. Domain knowledge for the acceptance designer agent: port-to-port principle, prior wave reading, wave-decision reconciliation, graceful degradation, and document back-propagation.
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Wave methodology knowledge for the buddy agent — what each wave does, its inputs and outputs, and how to route questions.
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Tactical DDD — aggregate design rules, entities, value objects, domain events, repositories, domain services, and anti-pattern detection
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Generates 3-5 divergent design directions through JTBD analysis, competitive research, structured brainstorming, and taste evaluation before convergence. Use when the team has a validated problem but hasn't chosen a solution approach.
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DIVIO/Diataxis four-quadrant documentation framework - type definitions, classification decision tree, and signal catalog
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Documentation collapse anti-patterns - detection rules, bad examples, and remediation strategies for type-mixing violations
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Review dimensions for validating agent quality - template compliance, safety, testing, and priority validation
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Apple LeanUX++ design workflow, journey schema, emotional arc patterns, and CLI UX patterns. Load when transitioning from discovery to visualization or when designing journey artifacts.
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Question-first approach to understanding user journeys. Load when starting a new journey design or when the discovery phase needs deepening.
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Domain-specific authoritative source databases, search strategies by topic category, and source freshness rules
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Review dimensions for acceptance test quality - happy path bias, GWT compliance, business language purity, coverage completeness, walking skeleton user-centricity, priority validation, observable behavior assertions, traceability coverage, and walking skeleton boundary proof
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BDD requirements discovery methodology - Example Mapping, Three Amigos, conversational patterns, Given-When-Then translation, and collaborative specification
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Structured divergent thinking techniques — HMW framing, SCAMPER, Crazy 8s mechanics, and option diversity guarantees. Enforces strict separation of generation and evaluation phases.
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All /nw-* commands — what they do, when to use them, which agent they invoke. For the buddy agent to help users pick the right command.
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How the nWave buddy agent reads a project to answer questions — detection, order of inspection, and citation discipline.
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Single Source of Truth detection — where truth lives in an nWave repo and how to avoid contradicting it.
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Bug fix workflow: root cause analysis → user review → regression test + fix via TDD
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Canary skill for auto-injection detection
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Cross-agent collaboration protocols, workflow handoff patterns, and commit message formats for TDD/Mikado/refactoring workflows
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