83,201 skills sorted by stars.
Strategic and tactical DDD patterns, bounded context discovery, context mapping, aggregate design rules, and decision fr...
Definition of Ready checklist criteria, antipattern detection patterns, UAT quality rules, and domain language enforceme...
JSON schemas for Person and Company dossiers, Admiralty Code source rating framework, output format specifications, and...
Critique dimensions, severity framework, verdict decision matrix, and review output format for documentation assessment...
Cross-platform identity matching techniques for resolving entities across multiple OSINT sources, with confidence scorin...
Dispatches a single roadmap step to a specialized agent for TDD execution. Use when implementing a specific step from a...
Fast-forwards through remaining waves end-to-end without stopping for review between waves.
Archives a completed feature to docs/evolution/, migrates lasting artifacts to permanent directories, and cleans up the...
Toyota 5 Whys methodology with multi-causal branching, evidence requirements, and validation techniques
Creates new specialized agents using the 5-phase workflow (ANALYZE > DESIGN > CREATE > VALIDATE > REFINE). Use when buil...
TLA+ and PlusCal for specifying distributed system invariants. Decision heuristics for when formal verification adds val...
Algebra-driven API design with monoids, semigroups, and interpreters via algebraic equations
Clojure language-specific patterns, data-first modeling, REPL-driven development, and spec
Domain modeling with algebraic data types, smart constructors, and type-level error handling
F# language-specific patterns, Railway-Oriented Programming, and Computation Expressions
Haskell language-specific patterns, GADTs, type classes, and effect systems
Hexagonal architecture patterns with pure core and side-effect shell for functional codebases
Kotlin language-specific patterns with Arrow, Raise DSL, and coroutine-based effects
Core functional programming thinking patterns and type system foundations, language-agnostic
Scala 3 language-specific patterns with ZIO, Cats Effect, and opaque types
Naming conventions, API ergonomics, and usability patterns for functional code
Pedagogical gamification design using MDA framework, flow theory, Bartle audience analysis, WOW moment and AHA moment en...
5-layer agent output validation, I/O contract specification, vertical slice development, and test doubles policy with pe...
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...
Animation principles, timing, easing curves, and choreography sequences for futuristic interfaces -- motion as communica...
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
IT-specific learning formats — coding katas, coding dojos, mob/ensemble programming, TDD workshops, architecture katas,...
JTBD methodology for extracting real jobs behind feature requests — job statements, abstraction layers, first-principles...
Translating JTBD analysis to BDD scenarios - job story to Given-When-Then patterns, forces-based test discovery, job-map...
Core JTBD theory and job story format - job dimensions, job story template, job stories vs user stories, 8-step universa...
JTBD discovery techniques adapted for AI product owner context. Four Forces extraction, job dimension probing, question...
JTBD opportunity scoring and prioritization - outcome statement format, opportunity algorithm, scoring interpretation, f...
JTBD workflow classification and routing - ODI two-phase framework, five job types with workflow sequences, baseline typ...
LeanUX backlog management methodology - user story template, story sizing, story states, task types, Definition of Ready...
DDD-guided legacy refactoring patterns -- strangler fig, bubble context, ACL migration, 14 tactical/strategic/infrastruc...
Practitioner guide for selecting and specifying Liberating Structures, World Café, and Open Space Technology based on gr...
[EXPERIMENTAL] Complex refactoring roadmaps with visual tracking
Enhanced Mikado Method for complex architectural refactoring - systematic dependency discovery, tree-based planning, and...
Guided wizard to start a new feature. Asks what you want to build, recommends the right starting wave, and launches it.
Evidence-based methodology for designing online workshop sessions with correct duration/energy management, Miro board ar...
Tool safety protocols, adversarial output validation, error recovery patterns, and I/O contracts for research operations
Opportunity Solution Trees, opportunity scoring, Lean Canvas, JTBD job mapping, and technique selection guide
Outcome KPI definition methodology - synthesizes Who Does What By How Much (Gothelf/Seiden), Running Lean (Maurya), and...
Platform design review critique dimensions and severity levels. Load when reviewing CI/CD pipelines, infrastructure, dep...
Quality dimensions and review checklist for devop reviews
.NET property-based testing with FsCheck, CsCheck, and fsharp-hedgehog frameworks