5-layer agent output validation, I/O contract specification, vertical slice development, and test doubles policy with per-layer examples
Skills in this repository
nWave-ai/nWave - Page 3
SkillsMP has collected 151 skills from nWave-ai/nWave. Open a skill to review its source and details.
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Review dimensions for validating agent quality - template compliance, safety, testing, and priority validation
Evaluation criteria and scoring for data engineering artifact reviews
Critique dimensions, severity framework, verdict decision matrix, and review output format for documentation assessment reviews
Platform design review critique dimensions and severity levels. Load when reviewing CI/CD pipelines, infrastructure, deployment strategies, observability, or security designs.
Quality dimensions and review checklist for devop reviews
Evidence quality validation and decision gate criteria for product discovery reviews
YAML output format and approval criteria for platform design reviews. Load when generating review feedback.
Detailed review process, v2 validation checklist, and scoring methodology for agent definition reviews
Roadmap-specific validation checks for architecture reviews. Load when reviewing roadmaps for implementation readiness.
Critique dimensions and scoring for research document reviews
Review dimensions and scoring for root cause analysis quality assessment
Review dimensions for validating agent quality - template compliance, safety, testing, and priority validation
Detailed 5-phase workflow for creating agents - from requirements analysis through validation and iterative refinement
5-layer testing approach for agent validation including adversarial testing, security validation, and prompt injection resistance
Architectural style selection decision matrices, trade-off analysis, structural enforcement rules, and combination patterns. Load when choosing or evaluating architecture styles.
Comprehensive architecture patterns, methodologies, quality frameworks, and evaluation methods for solution architects. Load when designing system architecture or selecting patterns.
Domain-specific authoritative source databases, search strategies by topic category, and source freshness rules
BDD patterns for acceptance test design - Given-When-Then structure, scenario writing rules, pytest-bdd implementation, anti-patterns, and living documentation
Canary skill for auto-injection detection
CI/CD pipeline design methodology, deployment strategies, GitHub Actions patterns, and branch/release strategies. Load when designing pipelines or deployment workflows.
Documentation collapse anti-patterns - detection rules, bad examples, and remediation strategies for type-mixing violations
Step-by-step workflow for converting bloated command files to lean declarative definitions
Data architecture patterns (warehouse, lake, lakehouse, mesh), ETL/ELT pipelines, streaming architectures, scaling strategies, and schema design patterns
Database comparison catalogs, RDBMS vs NoSQL selection criteria, CAP/ACID/BASE theory, OLTP vs OLAP, and technology-specific characteristics
Rollback procedures, risk assessment, pre/post-deployment validation, and contingency planning. Load when orchestrating deployment or preparing rollback plans. For deployment strategy details (canary, blue-green, rolling), see `cicd-and-deployment` skill.
7 agentic design patterns with decision tree for choosing the right pattern for each agent type
Question-first approach to understanding user journeys. Load when starting a new journey design or when the discovery phase needs deepening.
4-phase discovery workflow with decision gates, phase transitions, success metrics, and state tracking
Creates evidence-based documentation following DIVIO/Diataxis principles. Use when writing tutorials, how-to guides, reference docs, or explanations.
Strategic and tactical DDD patterns, bounded context discovery, context mapping, aggregate design rules, and decision frameworks for when to apply DDD
Definition of Ready checklist criteria, antipattern detection patterns, UAT quality rules, and domain language enforcement for product owner review
Toyota 5 Whys methodology with multi-causal branching, evidence requirements, and validation techniques
TLA+ and PlusCal for specifying distributed system invariants. Decision heuristics for when formal verification adds value, key patterns, state explosion management, and alternatives comparison.
Git change frequency hotspot analysis — find the most-changed files in your codebase
Infrastructure as Code patterns (Terraform, Kubernetes), observability design (SLOs, metrics, alerting, dashboards), and pipeline security stages. Load when designing infrastructure, observability, or security scanning.
Mom Test questioning toolkit, JTBD analysis, interview conduct, assumption testing framework, and hypothesis design
Evidence collection methods, problem categorization, analysis techniques, and solution design patterns
Translating JTBD analysis to BDD scenarios - job story to Given-When-Then patterns, forces-based test discovery, job-map-based test discovery, and property-shaped criteria
LeanUX backlog management methodology - user story template, story sizing, story states, task types, Definition of Ready/Done, anti-pattern detection and remediation