nWave-ai/nWave

nWave-ai/nWave

Skill Claude Code

4-step system design framework with back-of-envelope estimation, scaling ladder, and common pitfalls.

nWave-ai/nWave

Skill Claude Code

Advanced distributed patterns - event sourcing, CQRS, saga, stream processing, append-only log, exactly-once delivery, sequencer, double-entry ledger, erasure coding, order book, watermarks.

nWave-ai/nWave

Skill Claude Code

Core distributed systems patterns - load balancing, caching, sharding, consistent hashing, message queues, rate limiting, CDN, Bloom filters, ID generation, replication, conflict resolution, CAP theorem.

nWave-ai/nWave

Skill Claude Code

Database security (encryption, access control, injection prevention), data governance (lineage, quality, MDM), and compliance frameworks (GDPR, CCPA, HIPAA).

nWave-ai/nWave

Skill Claude Code

Security design principles, STRIDE threat modeling, OWASP Top 10 architectural mitigations, and secure patterns. Load when designing systems or reviewing architecture for security.

nWave-ai/nWave

Skill Claude Code

Shared artifact registry, common artifact patterns, and integration validation. Load when tracking data that flows across journey steps or validating horizontal coherence.

nWave-ai/nWave

Skill Claude Code

Source reputation tiers, cross-referencing methodology, bias detection, and citation format requirements.

nWave-ai/nWave

Skill Claude Code

Speculative parallel implementation methodology — dispatch N candidate implementations, audit all, score, pick best. Auditability mandate: ALL candidates logged (not just winner).

nWave-ai/nWave

Skill Claude Code

Teaches agents how to run a timeboxed spike - throwaway code that validates one assumption before DESIGN.

nWave-ai/nWave

Skill Claude Code

Runs a timeboxed PROBE to validate one core assumption, then optionally PROMOTES the probe into a walking skeleton — the first e2e thin slice of the feature, committed and demo-able. Use after DISCUSS when the feature involves a new mechanism, performance requirement, or external integration.

nWave-ai/nWave

Skill Claude Code

Demonstration preparation, audience-tailored presentations, feedback collection, and business outcome measurement. Load when preparing demos or measuring business value delivery.

nWave-ai/nWave

Skill Claude Code

Advanced architecture stress analysis methodology for designing systems that survive unknown stresses. Load when --residuality flag is used or when designing high-uncertainty, mission-critical systems.

nWave-ai/nWave

Skill Claude Code

Design taste evaluation framework — DVF primary filter, Apple/Google/Jobs design principles as explicit scoring criteria, weighted decision matrix, and option ranking for the DIVERGE wave.

nWave-ai/nWave

Skill Claude Code

Port the state-delta + property-based testing paradigm to languages other than Python. DIY recipes per language; canonical Python ref shipped in nwaveai.statedelta.

nWave-ai/nWave

Skill Claude Code

Deep knowledge for Outside-In TDD - double-loop architecture, ATDD integration, port-to-port testing, walking skeletons, and test doubles policy.

nWave-ai/nWave

Skill Claude Code

Test design mandate enforcement, test budget validation, TDD phase validation (3-phase canon per ADR-025), and external validity checks for the software crafter reviewer.

nWave-ai/nWave

Skill Claude Code

Design mandates for acceptance tests - hexagonal boundary, business language abstraction, user journey completeness, pure function extraction, 3 Pillars (domain language / chained narrative / production composition), and the layered ATD discipline (Universe-bound assertion, layer-dependent PBT mode, two-tier…

nWave-ai/nWave

Skill Claude Code

Methodology for minimizing test count while maximizing behavioral coverage - behavior definition, anti-pattern catalog, consolidation patterns, stopping criterion, coverage-preserving validation.

nWave-ai/nWave

Skill Claude Code

Test directory structure patterns by architecture style, language conventions, naming rules, and fixture placement. Decision tree for selecting test organization strategy.

nWave-ai/nWave

Skill Claude Code

Detailed refactoring mechanics with step-by-step procedures, and test code smell catalog with detection patterns and before/after examples.

nWave-ai/nWave

Skill Claude Code

TLA+ formal verification for design correctness and PBT pipeline integration.

nWave-ai/nWave

Skill Claude Code

Review dimensions and scoring for root cause analysis quality assessment.

nWave-ai/nWave

Skill Claude Code

User story mapping for backlog management and outcome-based prioritization. Load during Phase 2.5 (User Story Mapping) to produce story-map.md and prioritization.md.

nWave-ai/nWave

Skill Claude Code

Desktop application UI patterns for product owners. Load when designing native or cross-platform desktop applications, writing desktop-specific acceptance criteria, or evaluating panel layouts and keyboard workflows.