nwave-ai/nwave

164 instruction files for AI agents, collected from nwave-ai/nwave. Install any of them at an exact version with mdr add nwave-ai/nwave/<name>.

nw-ab-agent-template SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-ab-agent-template/SKILL.md · KNOWLEDGE — the canonical agent-spec template (frontmatter + body skeleton). Reference loaded by the create/migrate…
git:20261102.c67d57b · audit A · 633 stars
nw-ab-anti-patterns SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-ab-anti-patterns/SKILL.md · KNOWLEDGE — agent/skill/command anti-pattern catalog with fixes. Reference scanned by validate-spec; no sequence.
git:20261102.c67d57b · audit A · 633 stars
nw-ab-create-agent SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-ab-create-agent/SKILL.md · PROCEDURE — create a NEW agent via the 5-phase workflow (ANALYZE→DESIGN→CREATE→VALIDATE→REFINE). Trigger: build a new…
git:20261102.c67d57b · audit A · 633 stars
nw-ab-critique-dimensions SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-ab-critique-dimensions/SKILL.md · Review dimensions for validating agent quality - template compliance, safety, testing, and priority validation
git:20260320.d98f3cb · audit A · 633 stars
nw-ab-examples SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-ab-examples/SKILL.md · KNOWLEDGE — canonical worked examples for agent creation, migration, and command optimization. Reference for the…
git:20261102.c67d57b · audit A · 633 stars
nw-ab-house-style SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-ab-house-style/SKILL.md · KNOWLEDGE — caveman-native authoring house style + by-construction guarantees (Reasoning Mandate injection…
git:20261102.c67d57b · audit A · 633 stars
nw-ab-merge-agents SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-ab-merge-agents/SKILL.md · PROCEDURE — merge agent B into agent A, relocating skills and cleaning up all references. Trigger: two agents must…
git:20261102.c67d57b · audit A · 633 stars
nw-ab-migrate-monolith SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-ab-migrate-monolith/SKILL.md · PROCEDURE — migrate one legacy monolithic agent to a lean core plus routed skills. Trigger: an existing agent has…
git:20261102.c67d57b · audit A · 633 stars
nw-ab-optimize-command SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-ab-optimize-command/SKILL.md · PROCEDURE — optimize a bloated command file to a lean declarative definition (forge.md pattern). Trigger: a command…
git:20261102.c67d57b · audit A · 633 stars
nw-ab-optimize-skill SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-ab-optimize-skill/SKILL.md · PROCEDURE — optimize one requested existing skill. Measures multi-trigger, duplication, and resident-context debt…
git:20261102.c67d57b · audit A · 633 stars
nw-ab-validate-spec SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-ab-validate-spec/SKILL.md · PROCEDURE — validate an EXISTING agent spec against the nw-ab-validation-checklist. Trigger: checking a spec for…
git:20261102.c67d57b · audit A · 633 stars
nw-ab-validation-checklist SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-ab-validation-checklist/SKILL.md · KNOWLEDGE (data) — the agent-spec validation checklist. The item definitions the validate-spec procedure RUNS against…
git:20261102.c67d57b · audit A · 633 stars
nw-abr-critique-dimensions SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-abr-critique-dimensions/SKILL.md · Review dimensions for validating agent quality - template compliance, safety, testing, and priority validation
git:20260325.6c36d63 · audit A · 633 stars
nw-ad-critique-dimensions SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-ad-critique-dimensions/SKILL.md · Review dimensions for acceptance test quality - happy path bias, GWT compliance, business language purity, coverage…
git:20260401.4920cea · audit A · 633 stars
nw-agent-creation-workflow SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-agent-creation-workflow/SKILL.md · Detailed 5-phase workflow for creating agents - from requirements analysis through validation and iterative refinement
git:20260320.d98f3cb · audit A · 633 stars
nw-agent-evals SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-agent-evals/SKILL.md · Lightweight eval method for testing nWave AGENTS and SKILLS (LLM behavior) as a lean alternative to heavy BDD/ATD. An…
git:20261102.c67d57b · audit A · 633 stars
nw-agent-testing SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-agent-testing/SKILL.md · 5-layer testing approach for agent validation including adversarial testing, security validation, and prompt injection…
git:20260320.d98f3cb · audit A · 633 stars
nw-algebraic-design-protocol SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-algebraic-design-protocol/SKILL.md · The METHOD for finding a design — name observations and equality before constructors, then follow any contradiction to…
git:20261102.c67d57b · audit A · 633 stars
nw-architectural-styles-tradeoffs SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-architectural-styles-tradeoffs/SKILL.md · Architectural style selection decision matrices, trade-off analysis, structural enforcement rules, and combination…
git:20260320.d98f3cb · audit A · 633 stars
nw-architecture-patterns SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-architecture-patterns/SKILL.md · Comprehensive architecture patterns, methodologies, quality frameworks, and evaluation methods for solution architects…
git:20260320.d98f3cb · audit A · 633 stars
nw-at-completeness-check SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-at-completeness-check/SKILL.md · Canonical AT completeness gate — research-anchored 7-category taxonomy (C1-C7) + 15-item mechanical checklist…
git:20260611.3860ed5 · audit A · 633 stars
nw-authoritative-sources SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-authoritative-sources/SKILL.md · Domain-specific authoritative source databases, search strategies by topic category, and source freshness rules
git:20260320.d98f3cb · audit A · 633 stars
nw-auto SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-auto/SKILL.md · Evaluates and revises Request S/M/L and delivery choices from evidence, then uses nwdes to construct delivery artifacts.
git:20261102.c67d57b · audit A · 633 stars
nw-bdd-methodology SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-bdd-methodology/SKILL.md · BDD patterns for acceptance test design - Given-When-Then structure, scenario writing rules, pytest-bdd implementation…
git:20260320.d98f3cb · audit A · 633 stars
nw-bdd-requirements SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-bdd-requirements/SKILL.md · BDD requirements discovery methodology - Example Mapping, Three Amigos, conversational patterns, Given-When-Then…
git:20260407.db3038c · audit A · 633 stars
nw-brainstorming SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-brainstorming/SKILL.md · Structured divergent thinking techniques — HMW framing, SCAMPER, Crazy 8s mechanics, and option diversity guarantees…
git:20260406.b65a761 · audit A · 633 stars
nw-buddy-command-catalog SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-buddy-command-catalog/SKILL.md · All /nw-* commands — what they do, when to use them, which agent they invoke. For the buddy agent to help users pick…
git:20260406.b65a761 · audit A · 633 stars
nw-buddy-project-reading SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-buddy-project-reading/SKILL.md · How the nWave buddy agent reads a project to answer questions — detection, order of inspection, and citation discipline.
git:20260611.3860ed5 · audit A · 633 stars
nw-buddy-ssot-knowledge SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-buddy-ssot-knowledge/SKILL.md · Single Source of Truth detection — where truth lives in an nWave repo and how to avoid contradicting it.
git:20260410.37670e3 · audit A · 633 stars
nw-buddy SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-buddy/SKILL.md · nWave concierge — ask any question about methodology, project state, commands, migration, or troubleshooting…
git:20260609.c723548 · audit A · 633 stars
nw-bugfix SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-bugfix/SKILL.md · Bug fix workflow: root cause analysis → user review → regression test + fix via TDD
git:20260611.3860ed5 · audit A · 633 stars
nw-canary SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-canary/SKILL.md · Canary skill for auto-injection detection
git:20260320.d98f3cb · audit A · 633 stars
nw-certainty-by-construction SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-certainty-by-construction/SKILL.md · Turn a stable layer claim (domain, application, adapter, or infrastructure) into a construction boundary so the invalid…
git:20261102.c67d57b · audit A · 633 stars
nw-cicd-and-deployment SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-cicd-and-deployment/SKILL.md · CI/CD pipeline design methodology, deployment strategies, GitHub Actions patterns, and branch/release strategies. Load…
git:20260320.d98f3cb · audit A · 633 stars
nw-code-analysis-port SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-code-analysis-port/SKILL.md · KNOWLEDGE — resolve code facts (who-calls-X / where-defined-or-read / call-graph / change-scope / file-atoms) through…
git:20261102.c67d57b · audit A · 633 stars
nw-code-craftsmanship SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-code-craftsmanship/SKILL.md · Universal OO/FP craftsmanship foundation — domain-language naming, small cohesive units, semantic DRY/SSOT…
git:20261102.c67d57b · audit A · 633 stars
nw-code-design-fp SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-code-design-fp/SKILL.md · FP code-design SSOT — the WHAT-to-design catalog (algebra-driven design, domain modelling with types…
git:20261102.c67d57b · audit A · 633 stars
nw-code-design-oo SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-code-design-oo/SKILL.md · OO code-design SSOT — the WHAT-to-design anti-smell catalog (Object Calisthenics, RPP smell taxonomy, effect isolation)…
git:20261102.c67d57b · audit A · 633 stars
nw-collapse-detection SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-collapse-detection/SKILL.md · Documentation collapse anti-patterns - detection rules, bad examples, and remediation strategies for type-mixing…
git:20260320.d98f3cb · audit A · 633 stars
nw-command-design-patterns-authoring SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-command-design-patterns-authoring/SKILL.md · The v2.8+ new-command installation contract - which three files to produce and their frontmatter when creating a…
git:20261102.c67d57b · audit A · 633 stars
nw-command-design-patterns-classification SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-command-design-patterns-classification/SKILL.md · How to size and categorize a command, the declarative command template, and the WHAT-vs-HOW logic-placement rule
git:20261102.c67d57b · audit A · 633 stars
nw-command-design-patterns-reduction SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-command-design-patterns-reduction/SKILL.md · What is reducible in a bloated command - the duplication triangle, the anti-pattern catalog, and the…
git:20261102.c67d57b · audit A · 633 stars
nw-command-design-patterns SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-command-design-patterns/SKILL.md · Best practices for command definition files - size targets, declarative template, anti-patterns, and canonical examples…
git:20260410.1da9381 · audit A · 633 stars
nw-command-optimization-workflow SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-command-optimization-workflow/SKILL.md · Step-by-step workflow for converting bloated command files to lean declarative definitions
git:20260320.d98f3cb · audit A · 633 stars
nw-cross-cutting-context-residency SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-cross-cutting-context-residency/SKILL.md · KNOWLEDGE — use when choosing resident, map-only, or on-demand context.
git:20261102.c67d57b · audit A · 633 stars
nw-cross-cutting-evidence-instrumentation SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-cross-cutting-evidence-instrumentation/SKILL.md · KNOWLEDGE — use when evaluating a claim, check, measurement, or shared-log count.
git:20261102.c67d57b · audit A · 633 stars
nw-cross-cutting-input-data-contracts SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-cross-cutting-input-data-contracts/SKILL.md · KNOWLEDGE — use when adding data, declaring inputs, or choosing a join key.
git:20261102.c67d57b · audit A · 633 stars
nw-cross-cutting-invariants SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-cross-cutting-invariants/SKILL.md · Cross-cutting normative invariants — routing core for the software/model boundary doctrine, gate/construction…
git:20261102.c67d57b · audit A · 633 stars
nw-css-implementation-recipes SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-css-implementation-recipes/SKILL.md · Concrete CSS code snippets for futuristic UI patterns -- glassmorphism, neon glows, HUD elements, data grids…
git:20261102.c67d57b · audit A · 633 stars
nw-data-architecture-patterns SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-data-architecture-patterns/SKILL.md · Data architecture patterns (warehouse, lake, lakehouse, mesh), ETL/ELT pipelines, streaming architectures, scaling…
git:20260320.d98f3cb · audit A · 633 stars
nw-database-technology-selection SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-database-technology-selection/SKILL.md · Database comparison catalogs, RDBMS vs NoSQL selection criteria, CAP/ACID/BASE theory, OLTP vs OLAP, and…
git:20260320.d98f3cb · audit A · 633 stars
nw-ddd-architect SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-ddd-architect/SKILL.md · DDD architect design-time mandates — the Fixture-Fanout Enumeration Mandate for shared-substrate per-caller migration…
git:20261102.c67d57b · audit A · 633 stars
nw-ddd-event-modeling SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-ddd-event-modeling/SKILL.md · Event Modeling facilitation technique — brainstorm events, identify commands and views, define aggregate boundaries…
git:20260406.b65a761 · audit A · 633 stars
nw-ddd-eventsourcing SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-ddd-eventsourcing/SKILL.md · Event Sourcing and CQRS as DDD implementation patterns — when to use, aggregate event streams, projections, snapshots…
git:20260406.b65a761 · audit A · 633 stars
nw-ddd-strategic SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-ddd-strategic/SKILL.md · Strategic DDD — bounded context discovery, context mapping patterns, subdomain classification, ubiquitous language, and…
git:20260406.b65a761 · audit A · 633 stars
nw-ddd-tactical SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-ddd-tactical/SKILL.md · Tactical DDD — aggregate design rules, entities, value objects, domain events, repositories, domain services, and…
git:20260406.b65a761 · audit A · 633 stars
nw-deliver SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-deliver/SKILL.md · Orchestrates the full DELIVER wave end-to-end (roadmap > execute-all > finalize). Use when all prior waves are complete…
git:20260825.15011e6 · audit A · 633 stars
nw-deployment-strategies SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-deployment-strategies/SKILL.md · Rollback procedures, risk assessment, pre/post-deployment validation, and contingency planning. Load when orchestrating…
git:20260320.d98f3cb · audit A · 633 stars
nw-der-review-criteria SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-der-review-criteria/SKILL.md · Evaluation criteria and scoring for data engineering artifact reviews
git:20260325.6c36d63 · audit A · 633 stars
nw-design-patterns SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-design-patterns/SKILL.md · 7 agentic design patterns with decision tree for choosing the right pattern for each agent type
git:20260320.d98f3cb · audit A · 633 stars
nw-design SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-design/SKILL.md · Designs system architecture with C4 diagrams and technology selection. Routes to the right architect based on design…
git:20260825.15011e6 · audit A · 633 stars
nw-devops SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-devops/SKILL.md · Designs CI/CD pipelines, infrastructure, observability, and deployment strategy. Use when preparing platform readiness…
git:20260825.15011e6 · audit A · 633 stars
nw-diagram SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-diagram/SKILL.md · Generates C4 architecture diagrams (context, container, component) in Mermaid or PlantUML. Use when creating or…
git:20260407.db3038c · audit A · 633 stars
nw-discover SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-discover/SKILL.md · Conducts evidence-based product discovery through customer interviews and assumption testing. Use at project start to…
git:20260825.15011e6 · audit A · 633 stars
nw-discovery-workflow SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-discovery-workflow/SKILL.md · 4-phase discovery workflow with decision gates, phase transitions, success metrics, and state tracking
git:20260320.d98f3cb · audit A · 633 stars
nw-discuss SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-discuss/SKILL.md · Conducts Jobs-to-be-Done analysis, UX journey design, and requirements gathering through interactive discovery. Use…
git:20260611.3860ed5 · audit A · 633 stars
nw-distill-port-treatment-policy SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-distill-port-treatment-policy/SKILL.md · Port-to-port acceptance criteria + the Architecture of Reference (port-class → test treatment) + the Project…
git:20261102.c67d57b · audit A · 633 stars
nw-distill-prior-wave-reading SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-distill-prior-wave-reading/SKILL.md · Reads and reconciles durable product, architecture, and platform authorities before DISTILL compiles an executable…
git:20261102.c67d57b · audit A · 633 stars
nw-distill-red-scaffolding SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-distill-red-scaffolding/SKILL.md · Prepare declared native oracle/supports and establish failure for the promised business reason without production…
git:20261102.c67d57b · audit A · 633 stars
nw-distill SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-distill/SKILL.md · Acceptance test creation methodology for the DISTILL wave. Domain knowledge for the acceptance designer agent…
git:20260825.15011e6 · audit A · 633 stars
nw-diverge SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-diverge/SKILL.md · Generates 3-5 divergent design directions through JTBD analysis, competitive research, structured brainstorming, and…
git:20260407.db3038c · audit A · 633 stars
nw-diverger-review-criteria SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-diverger-review-criteria/SKILL.md · Review criteria for the nw-diverger-reviewer — validates JTBD rigor, research quality, option diversity, taste…
git:20260406.b65a761 · audit A · 633 stars
nw-divio-framework SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-divio-framework/SKILL.md · DIVIO/Diataxis four-quadrant documentation framework - type definitions, classification decision tree, and signal…
git:20260504.9db9ce4 · audit A · 633 stars
nw-doc-as-artifact SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-doc-as-artifact/SKILL.md · Use briefs and HTML as shared reading surfaces for human understanding and collaborative review.
git:20261102.c67d57b · audit A · 633 stars
nw-document SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-document/SKILL.md · Creates evidence-based documentation following DIVIO/Diataxis principles. Use when writing tutorials, how-to guides…
git:20260320.d98f3cb · audit A · 633 stars
nw-domain-driven-design SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-domain-driven-design/SKILL.md · Strategic and tactical DDD patterns, bounded context discovery, context mapping, aggregate design rules, and decision…
git:20260320.d98f3cb · audit A · 633 stars
nw-dr-review-criteria SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-dr-review-criteria/SKILL.md · Critique dimensions, severity framework, verdict decision matrix, and review output format for documentation assessment…
git:20260325.6c36d63 · audit A · 633 stars
nw-expectation-charter SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-expectation-charter/SKILL.md · Supplies or reviews user-view qualitative charter facts when EXAMINE applies.
git:20261102.c67d57b · audit A · 633 stars
nw-five-whys-methodology SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-five-whys-methodology/SKILL.md · Toyota 5 Whys methodology with multi-causal branching, evidence requirements, and validation techniques
git:20260320.d98f3cb · audit A · 633 stars
nw-forge SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-forge/SKILL.md · Creates new specialized agents using the 5-phase workflow (ANALYZE > DESIGN > CREATE > VALIDATE > REFINE). Use when…
git:20260407.db3038c · audit A · 633 stars
nw-formal-verification-tlaplus SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-formal-verification-tlaplus/SKILL.md · TLA+ and PlusCal for specifying distributed system invariants. Decision heuristics for when formal verification adds…
git:20260320.d98f3cb · audit A · 633 stars
nw-fp-algebra-driven-design SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-fp-algebra-driven-design/SKILL.md · Algebra-driven API design with monoids, semigroups, and interpreters via algebraic equations
git:20260407.2d944b1 · audit A · 633 stars
nw-fp-clojure SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-fp-clojure/SKILL.md · Clojure language-specific patterns, data-first modeling, REPL-driven development, and spec
git:20260407.2d944b1 · audit A · 633 stars
nw-fp-domain-modeling SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-fp-domain-modeling/SKILL.md · Domain modeling with algebraic data types, smart constructors, and type-level error handling
git:20260407.2d944b1 · audit A · 633 stars
nw-fp-erlang-elixir SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-fp-erlang-elixir/SKILL.md · Erlang/Elixir language-specific patterns, OTP as the effect model, and runtime-enforced immutability
git:20261102.c67d57b · audit A · 633 stars
nw-fp-fsharp SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-fp-fsharp/SKILL.md · F# language-specific patterns, Railway-Oriented Programming, and Computation Expressions
git:20260829.e97726a · audit A · 633 stars
nw-fp-haskell SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-fp-haskell/SKILL.md · Haskell language-specific patterns, GADTs, type classes, and effect systems
git:20260829.e97726a · audit B · 633 stars
nw-fp-kotlin SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-fp-kotlin/SKILL.md · Kotlin language-specific patterns with Arrow, Raise DSL, and coroutine-based effects
git:20260829.e97726a · audit A · 633 stars
nw-fp-principles SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-fp-principles/SKILL.md · Core functional programming thinking patterns and type system foundations, language-agnostic
git:20260407.2d944b1 · audit A · 633 stars
nw-fp-rust SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-fp-rust/SKILL.md · Rust language-specific patterns, compiler-verified exhaustive ADTs, and Result/Option as railway-oriented programming
git:20261102.c67d57b · audit A · 633 stars
nw-fp-scala SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-fp-scala/SKILL.md · Scala 3 language-specific patterns with ZIO, Cats Effect, and opaque types
git:20260829.e97726a · audit A · 633 stars
nw-fp-typescript SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-fp-typescript/SKILL.md · TypeScript language-specific patterns with fp-ts/Effect, discriminated unions, and railway-oriented error handling
git:20261102.c67d57b · audit A · 633 stars
nw-futuristic-color-typography SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-futuristic-color-typography/SKILL.md · Color palettes, font pairing, and visual treatments for sci-fi aesthetics -- concrete values with rationale
git:20261102.c67d57b · audit A · 633 stars
nw-hotspot SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-hotspot/SKILL.md · Git change frequency hotspot analysis — find the most-changed files in your codebase
git:20260320.d98f3cb · audit A · 633 stars
nw-human-collaboration SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-human-collaboration/SKILL.md · Collaborate with the human to refine product, architecture and operational decisions before implementation; preserve…
git:20261102.c67d57b · audit A · 633 stars
nw-infrastructure-and-observability SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-infrastructure-and-observability/SKILL.md · Infrastructure as Code patterns (Terraform, Kubernetes), observability design (SLOs, metrics, alerting, dashboards)…
git:20260320.d98f3cb · audit A · 633 stars
nw-interaction-choreography SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-interaction-choreography/SKILL.md · Animation principles, timing, easing curves, and choreography sequences for futuristic interfaces -- motion as…
git:20261102.c67d57b · audit A · 633 stars
nw-interviewing-techniques SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-interviewing-techniques/SKILL.md · Mom Test questioning toolkit, JTBD analysis, interview conduct, assumption testing framework, and hypothesis design
git:20260320.d98f3cb · audit A · 633 stars
nw-investigation-techniques SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-investigation-techniques/SKILL.md · Evidence collection methods, problem categorization, analysis techniques, and solution design patterns
git:20260320.d98f3cb · audit A · 633 stars
nw-jtbd-analysis SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-jtbd-analysis/SKILL.md · JTBD methodology for extracting real jobs behind feature requests — job statements, abstraction layers…
git:20260406.b65a761 · audit A · 633 stars
nw-jtbd-core SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-jtbd-core/SKILL.md · Core JTBD theory and job story format - job dimensions, job story template, job stories vs user stories, 8-step…
git:20260609.c723548 · audit A · 633 stars
nw-jtbd-interviews SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-jtbd-interviews/SKILL.md · JTBD discovery techniques adapted for AI product owner context. Four Forces extraction, job dimension probing, question…
git:20260609.c723548 · audit A · 633 stars
nw-jtbd-opportunity-scoring SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-jtbd-opportunity-scoring/SKILL.md · JTBD opportunity scoring and prioritization - outcome statement format, opportunity algorithm, scoring interpretation…
git:20260609.c723548 · audit A · 633 stars
nw-jtbd-workflow-selection SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-jtbd-workflow-selection/SKILL.md · JTBD workflow classification and routing - ODI two-phase framework, five job types with workflow sequences, baseline…
git:20260609.c723548 · audit A · 633 stars
nw-mikado SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-mikado/SKILL.md · [EXPERIMENTAL] Complex refactoring roadmaps with visual tracking
git:20260407.2d944b1 · audit A · 633 stars
nw-mode-select SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-mode-select/SKILL.md · Choose or change how to collaborate with the human for the current scope; reuses human-collaboration guidance without…
git:20261102.c67d57b · audit A · 633 stars
nw-mutation-test SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-mutation-test/SKILL.md · Runs feature-scoped mutation testing to validate test suite quality. Use after implementation to verify tests catch…
git:20260611.3860ed5 · audit A · 633 stars
nw-nwdes SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-nwdes/SKILL.md · nwdes routes and verbs for host-led delivery of a Request.
git:20261102.c67d57b · audit A · 633 stars
nw-operational-safety SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-operational-safety/SKILL.md · Tool safety protocols, adversarial output validation, error recovery patterns, and I/O contracts for research operations
git:20260320.d98f3cb · audit A · 633 stars
nw-opportunity-mapping SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-opportunity-mapping/SKILL.md · Opportunity Solution Trees, opportunity scoring, Lean Canvas, JTBD job mapping, and technique selection guide
git:20260320.d98f3cb · audit A · 633 stars
nw-optimize-tests SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-optimize-tests/SKILL.md · Minimizes test count while preserving coverage. Detects byte-identical pairs, parametrize-inflation, language-guarantee…
git:20260611.3860ed5 · audit A · 633 stars
nw-outcome-kpi-framework SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-outcome-kpi-framework/SKILL.md · Outcome KPI definition methodology - synthesizes Who Does What By How Much (Gothelf/Seiden), Running Lean (Maurya), and…
git:20260320.d98f3cb · audit A · 633 stars
nw-par-critique-dimensions SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-par-critique-dimensions/SKILL.md · Platform design review critique dimensions and severity levels. Load when reviewing CI/CD pipelines, infrastructure…
git:20260325.6c36d63 · audit A · 633 stars
nw-par-review-criteria SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-par-review-criteria/SKILL.md · Quality dimensions and review checklist for devop reviews
git:20260325.6c36d63 · audit A · 633 stars
nw-pbt-dotnet SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-pbt-dotnet/SKILL.md · .NET property-based testing with FsCheck, CsCheck, and fsharp-hedgehog frameworks
git:20260320.d98f3cb · audit A · 633 stars
nw-pbt-erlang-elixir SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-pbt-erlang-elixir/SKILL.md · Erlang/Elixir property-based testing with PropEr, PropCheck, and StreamData frameworks
git:20260320.d98f3cb · audit A · 633 stars
nw-pbt-go SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-pbt-go/SKILL.md · Go property-based testing with rapid and gopter frameworks
git:20261102.c67d57b · audit A · 633 stars
nw-pbt-haskell SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-pbt-haskell/SKILL.md · Haskell property-based testing with QuickCheck and Hedgehog frameworks
git:20260320.d98f3cb · audit A · 633 stars
nw-pbt-jvm SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-pbt-jvm/SKILL.md · JVM property-based testing with jqwik, ScalaCheck, and ZIO Test frameworks
git:20260320.d98f3cb · audit A · 633 stars
nw-pbt-python SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-pbt-python/SKILL.md · Python property-based testing with Hypothesis framework, strategies, and pytest integration
git:20261102.c67d57b · audit A · 633 stars
nw-pbt-rust SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-pbt-rust/SKILL.md · Rust property-based testing with proptest, quickcheck, and bolero frameworks
git:20260320.d98f3cb · audit A · 633 stars
nw-pbt-typescript SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-pbt-typescript/SKILL.md · TypeScript/JavaScript property-based testing with fast-check framework and arbitraries
git:20261102.c67d57b · audit A · 633 stars
nw-pdr-review-criteria SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-pdr-review-criteria/SKILL.md · Evidence quality validation and decision gate criteria for product discovery reviews
git:20260325.6c36d63 · audit A · 633 stars
nw-persona-jtbd-analysis SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-persona-jtbd-analysis/SKILL.md · Structured persona creation and JTBD analysis methodology - persona templates, ODI job step tables, pain point mapping…
git:20260609.c723548 · audit A · 633 stars
nw-platform-engineering-foundations SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-platform-engineering-foundations/SKILL.md · Foundational platform engineering knowledge from key references -- Continuous Delivery, SRE, Accelerate, Team…
git:20260320.d98f3cb · audit A · 633 stars
nw-po-review-dimensions SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-po-review-dimensions/SKILL.md · Requirements quality critique dimensions for peer review - confirmation bias detection, completeness validation…
git:20260416.53525a8 · audit A · 633 stars
nw-po-scenario-exploration SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-po-scenario-exploration/SKILL.md · Assess product values for Quint relevance and explore them through actual traces and mechanically rendered scenarios…
git:20261102.c67d57b · audit A · 633 stars
nw-por-review-criteria SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-por-review-criteria/SKILL.md · Review dimensions and bug patterns for journey artifact reviews
git:20260320.d98f3cb · audit A · 633 stars
nw-post-mortem-framework SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-post-mortem-framework/SKILL.md · Blameless post-mortem structure, incident timeline reconstruction, response evaluation, and organizational learning
git:20260320.d98f3cb · audit A · 633 stars
nw-production-readiness SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-production-readiness/SKILL.md · Monitoring, observability, operational procedures, CI/CD lessons learned, and quality gate definitions. Load when…
git:20260320.d98f3cb · audit A · 633 stars
nw-property-based-testing SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-property-based-testing/SKILL.md · Property-based testing strategies, mutation testing, shrinking, and combined PBT+mutation workflow for test quality…
git:20260609.c723548 · audit A · 633 stars
nw-quality-validation SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-quality-validation/SKILL.md · Type-specific validation checklists, six quality characteristics, and quality gate thresholds for documentation…
git:20260320.d98f3cb · audit A · 633 stars
nw-query-optimization SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-query-optimization/SKILL.md · SQL and NoSQL query optimization techniques, indexing strategies, execution plan analysis, JOIN algorithms, cardinality…
git:20260320.d98f3cb · audit A · 633 stars
nw-refactor SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-refactor/SKILL.md · Applies the Refactoring Priority Premise (RPP) levels L1-L6 for systematic code refactoring. Use when improving code…
git:20260609.c723548 · audit A · 633 stars
nw-research-methodology SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-research-methodology/SKILL.md · Research output templates, distillation workflow, and quality standards for evidence-driven research
git:20260320.d98f3cb · audit A · 633 stars
nw-research SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-research/SKILL.md · Gathers knowledge from web and files, cross-references across multiple sources, and produces cited research documents…
git:20260407.db3038c · audit A · 633 stars
nw-review-output-format SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-review-output-format/SKILL.md · YAML output format and approval criteria for platform design reviews. Load when generating review feedback.
git:20260325.6c36d63 · audit A · 633 stars
nw-review SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-review/SKILL.md · Dispatches an expert reviewer agent to critique workflow artifacts. Use when a roadmap, implementation, or step needs…
git:20260611.3860ed5 · audit A · 633 stars
nw-rigor SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-rigor/SKILL.md · Selects a quality-vs-token-consumption profile (lean, standard, thorough, exhaustive, custom, inherit) and persists it…
git:20260515.650a105 · audit A · 633 stars
nw-root-why SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-root-why/SKILL.md · Root cause analysis and debugging
git:20260611.3860ed5 · audit A · 633 stars
nw-rr-critique-dimensions SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-rr-critique-dimensions/SKILL.md · Critique dimensions and scoring for research document reviews
git:20260325.6c36d63 · audit A · 633 stars
nw-sa-critique-dimensions SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-sa-critique-dimensions/SKILL.md · Architecture quality critique dimensions for peer review. Load when invoking solution-architect-reviewer or performing…
git:20260407.2d944b1 · audit A · 633 stars
nw-sar-critique-dimensions SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-sar-critique-dimensions/SKILL.md · Architecture quality critique dimensions for peer review. Load when performing architecture document reviews.
git:20260407.2d944b1 · audit A · 633 stars
nw-sc-review-dimensions SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-sc-review-dimensions/SKILL.md · Reviewer critique dimensions for peer review - implementation bias detection, test quality validation, completeness…
git:20260320.d98f3cb · audit A · 633 stars
nw-sd-case-studies SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-sd-case-studies/SKILL.md · 25 real-world system design case studies condensed from Alex Xu's System Design Interview Vol 1 and 2 - requirements…
git:20260406.b65a761 · audit A · 633 stars
nw-sd-framework SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-sd-framework/SKILL.md · 4-step system design framework with back-of-envelope estimation, scaling ladder, and common pitfalls
git:20260406.b65a761 · audit A · 633 stars
nw-sd-patterns-advanced SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-sd-patterns-advanced/SKILL.md · Advanced distributed patterns - event sourcing, CQRS, saga, stream processing, append-only log, exactly-once delivery…
git:20260406.b65a761 · audit A · 633 stars
nw-sd-patterns SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-sd-patterns/SKILL.md · Core distributed systems patterns - load balancing, caching, sharding, consistent hashing, message queues, rate…
git:20260406.b65a761 · audit A · 633 stars
nw-security-and-governance SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-security-and-governance/SKILL.md · Database security (encryption, access control, injection prevention), data governance (lineage, quality, MDM), and…
git:20260320.d98f3cb · audit A · 633 stars
nw-security-by-design SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-security-by-design/SKILL.md · Security design principles, STRIDE threat modeling, OWASP Top 10 architectural mitigations, and secure patterns. Load…
git:20260320.d98f3cb · audit A · 633 stars
nw-source-verification SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-source-verification/SKILL.md · Source reputation tiers, cross-referencing methodology, bias detection, and citation format requirements
git:20260320.d98f3cb · audit A · 633 stars
nw-speculative-dispatch SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-speculative-dispatch/SKILL.md · Speculative parallel implementation methodology — dispatch N candidate implementations, audit all, score, pick best…
git:20260609.c723548 · audit A · 633 stars
nw-spike-methodology SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-spike-methodology/SKILL.md · Teaches agents how to run a timeboxed spike - throwaway code that validates one assumption before DESIGN
git:20260609.c723548 · audit A · 633 stars
nw-spike SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-spike/SKILL.md · Runs a timeboxed PROBE to validate one core assumption, then optionally PROMOTES the probe into a walking skeleton —…
git:20260416.53525a8 · audit A · 633 stars
nw-stakeholder-engagement SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-stakeholder-engagement/SKILL.md · Demonstration preparation, audience-tailored presentations, feedback collection, and business outcome measurement. Load…
git:20260320.d98f3cb · audit A · 633 stars
nw-stress-analysis SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-stress-analysis/SKILL.md · Advanced architecture stress analysis methodology for designing systems that survive unknown stresses. Load when…
git:20260320.d98f3cb · audit A · 633 stars
nw-taste-evaluation SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-taste-evaluation/SKILL.md · Design taste evaluation framework — DVF primary filter, Apple/Google/Jobs design principles as explicit scoring…
git:20260406.b65a761 · audit A · 633 stars
nw-tdd-cross-language SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-tdd-cross-language/SKILL.md · Port the state-delta + property-based testing paradigm to languages other than Python. DIY recipes per language…
git:20260609.c723548 · audit A · 633 stars
nw-tdd-methodology SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-tdd-methodology/SKILL.md · Deep knowledge for Outside-In TDD - double-loop architecture, ATDD integration, port-to-port testing, walking…
git:20260623.2e5049d · audit A · 633 stars
nw-test-design-mandates SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-test-design-mandates/SKILL.md · Design mandates for acceptance tests - hexagonal boundary, business language abstraction, user journey completeness…
git:20260609.c723548 · audit A · 633 stars
nw-test-optimization SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-test-optimization/SKILL.md · Methodology for minimizing test count while maximizing behavioral coverage - behavior definition, anti-pattern catalog…
git:20260611.3860ed5 · audit A · 633 stars
nw-test-organization-conventions SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-test-organization-conventions/SKILL.md · Test directory structure patterns by architecture style, language conventions, naming rules, and fixture placement…
git:20260320.d98f3cb · audit A · 633 stars
nw-test-refactoring-catalog SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-test-refactoring-catalog/SKILL.md · Detailed refactoring mechanics with step-by-step procedures, and test code smell catalog with detection patterns and…
git:20260320.d98f3cb · audit A · 633 stars
nw-user-story-mapping SKILL.md skill
nwave-ai/nwave · nWave/skills/nw-user-story-mapping/SKILL.md · User story mapping for backlog management and outcome-based prioritization. Load during Phase 2.5 (User Story Mapping)…
git:20260320.d98f3cb · audit A · 633 stars

Source

github.com/nwave-ai/nwave · 633 stars · license MIT · pushed 2026-11-07