Total Skills
142
Author Profile: JaviMontano
Skills published by JaviMontano with real stars/downloads and source-aware metadata.
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Skills Performance
Comparison chart based on real stars and downloads signals from source data.
acceptance-criteria-writer
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accessibility-implementation
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adr-generator
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analytics-engineering
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api-architecture
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api-designer-skill
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api-surface-analyzer
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architecture-design
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Published Skills
acceptance-criteria-writer
Writes testable acceptance criteria in Given/When/Then format, covering happy paths, edge cases, and error scenarios. Trigger: "acceptance criteria", "given when then", "write AC", "define done", "user story criteria".
Repository SourceNeeds Review
accessibility-implementation
Implement WCAG 2.1 AA / 2.2 accessibility: semantic HTML audit, ARIA implementation, keyboard navigation, screen reader testing, color contrast. Use when user asks to "implement accessibility", "fix a11y issues", "make WCAG compliant", or "audit for accessibility".
Repository SourceNeeds Review
adr-generator
Produces Architecture Decision Records following the Nygard/MADR template with full context, consequences, and traceability. Trigger: "generate ADR", "document decision", "architecture decision record", "record this decision".
Repository SourceNeeds Review
analytics-engineering
dbt-style transformations, dimensional data modeling, testing strategies, and documentation generation for analytics platforms. Trigger: "analytics engineering", "dbt", "data modeling", "dimensional model", "star schema", "data marts".
Repository SourceNeeds Review
api-architecture
REST, GraphQL, and gRPC API governance, versioning strategy, rate limiting, and developer experience design. Trigger: "API architecture", "API design", "REST", "GraphQL", "gRPC", "API governance", "developer experience".
Repository SourceNeeds Review
api-designer-skill
Contract-first API design producing OpenAPI specs, GraphQL schemas, or protobuf definitions with versioning strategy. Trigger: "design API", "OpenAPI spec", "GraphQL schema", "protobuf definition", "API contract".
Repository SourceNeeds Review
api-surface-analyzer
REST, GraphQL, and gRPC contract analysis including versioning, consistency, and completeness. Trigger: "analyze API", "API surface", "endpoint audit", "contract analysis".
Repository SourceNeeds Review
architecture-design
Architecture proposals with trade-off analysis, alternatives matrix, and decision rationale. Trigger: design architecture, propose solution, evaluate alternatives, create ADR.
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architecture-mapper
C4 model diagrams, component relationships, and architectural pattern identification. Trigger: "map architecture", "C4 diagram", "component diagram", "system context".
Repository SourceNeeds Review
auth-architecture
Designs authentication and authorization architectures using OAuth2, OIDC, RBAC, ABAC, and identity provider integration. Trigger: "auth architecture", "authentication design", "authorization patterns", "OAuth2", "OIDC", "identity provider".
Repository SourceNeeds Review
bi-architecture
Semantic layer design, dashboard architecture, self-service analytics patterns, and KPI framework engineering. Trigger: "BI architecture", "semantic layer", "dashboard", "self-service analytics", "KPI framework", "reporting".
Repository SourceNeeds Review
caching-strategy
Designs cache architectures using cache-aside, write-through, write-back patterns with invalidation and CDN strategies. Trigger: "caching strategy", "cache architecture", "cache invalidation", "CDN design", "cache patterns".
Repository SourceNeeds Review
ci-cd-analyzer
Pipeline health, build times, flakiness, and deployment strategy analysis. Trigger: "analyze CI/CD", "pipeline health", "build times", "deployment strategy".
Repository SourceNeeds Review
ci-cd-pipeline-designer
Designs CI/CD pipeline architecture including stages, quality gates, artifact management, and deployment strategies. Trigger: "CI/CD pipeline", "build pipeline", "deployment pipeline", "continuous delivery setup".
Repository SourceNeeds Review
cloud-migration
7R assessment, workload classification, wave planning, and cutover strategy for cloud migration programs. Trigger: "cloud migration", "7R", "workload migration", "wave planning", "cutover", "replatform", "refactor".
Repository SourceNeeds Review
cloud-native-architecture
Container orchestration, service mesh design, serverless patterns, multi-cloud strategy, and FinOps optimization for cloud-native systems. Trigger: "cloud native", "containers", "kubernetes", "service mesh", "serverless", "multi-cloud", "FinOps".
Repository SourceNeeds Review
code-review-framework
Designs code review checklists, severity classification, and automated check integration for consistent PR reviews. Trigger: "code review checklist", "review framework", "PR review standards", "review automation".
Repository SourceNeeds Review
code-smell-detector
Identifies code smells, anti-patterns, and structural decay in codebases using systematic pattern matching. Trigger: detect smells, find anti-patterns, review code quality, check code hygiene.
Repository SourceNeeds Review
codebase-metrics
Cyclomatic complexity, coupling, cohesion, and size metrics measurement. Trigger: "measure complexity", "code metrics", "coupling analysis", "cohesion".
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commercial-model
Analyzes build vs buy decisions, licensing models, TCO calculations, and value capture strategies. Trigger: "build or buy", "licensing analysis", "TCO", "commercial model".
Repository SourceNeeds Review
compliance-assessment
Regulatory and standards compliance assessment — GDPR, SOX, PCI-DSS, HIPAA, ISO 27001 patterns in code. Use when user asks to "assess compliance".
Repository SourceNeeds Review
component-designer
Designs modular architecture with clear boundaries, interface contracts, and dependency rules. Trigger: "design components", "module boundaries", "interface contracts", "component architecture".
Repository SourceNeeds Review
context-optimization
Manages session context, token budgeting, and strategic information loading for AI-assisted engineering sessions. Trigger: "optimize context", "token budget", "context management", "session context", "priming strategy".
Repository SourceNeeds Review
copywriting
Crafts value propositions, calls to action, and technical summaries that drive decisions. Trigger: "value proposition", "call to action", "elevator pitch", "technical summary".
Repository SourceNeeds Review
cost-estimation
Effort inductors analysis, scope driver identification, team composition planning, and risk-adjusted timeline estimation. Trigger: "cost estimation", "effort estimation", "scope drivers", "team composition", "timeline", "sizing".
Repository SourceNeeds Review
css-architecture
Design and implement production-grade CSS architecture: design token systems, CSS Layers (@layer), @scope, container queries, Tailwind v4 config, dark mode strategy, component scoping. Use when user asks to "design CSS architecture", "set up design tokens", "organize styles", or "configure Tailwind".
Repository SourceNeeds Review
data-engineering
Data pipeline architecture, ingestion patterns, orchestration design, data quality frameworks, and lineage tracking. Trigger: "data engineering", "data pipeline", "ingestion", "ETL", "ELT", "data quality", "lineage".
Repository SourceNeeds Review
data-governance
Data catalog design, ownership models, classification schemes, retention policies, and privacy compliance for data platforms. Trigger: "data governance", "data catalog", "data ownership", "data classification", "retention", "GDPR", "privacy".
Repository SourceNeeds Review
data-model-analyzer
Database schema, migration history, and entity relationship analysis. Trigger: "analyze data model", "schema review", "database structure", "entity relationships".
Repository SourceNeeds Review
data-model-designer
Schema design with normalization, denormalization strategies, and data evolution patterns. Trigger: "design data model", "schema design", "database schema", "data modeling", "entity relationship".
Repository SourceNeeds Review
data-modeling-patterns
Design relational schemas using normalization forms, strategic denormalization, polymorphic associations, soft delete with audit trails, and temporal data patterns. Covers PostgreSQL and the ORM layer (Prisma / TypeORM).
Repository SourceNeeds Review
data-storytelling
Transforms metrics into meaning through comparison framing, magnitude communication, and evidence-driven narratives. Trigger: "make the data speak", "data story", "metrics narrative".
Repository SourceNeeds Review
database-architecture
Schema design patterns, indexing strategies, partitioning, replication topologies, migration procedures, and performance tuning. Trigger: "database architecture", "schema design", "indexing", "partitioning", "replication", "database migration".
Repository SourceNeeds Review
debt-classifier
Multi-dimensional technical debt classification across architecture, code, test, doc, and infra. Trigger: "classify debt", "debt types", "categorize tech debt", "debt dimensions".
Repository SourceNeeds Review
dependency-analysis
System and library dependency mapping, vulnerability scanning, license compliance, update strategy. Use when user asks to "analyze dependencies".
Repository SourceNeeds Review
dependency-auditor
CVE scanning, freshness analysis, and licensing audit of project dependencies. Trigger: "audit dependencies", "check vulnerabilities", "CVE scan", "license check".
Repository SourceNeeds Review
deployment-strategy
Designs deployment strategies including blue-green, canary, rolling, feature flags, and progressive delivery. Trigger: "deployment strategy", "blue-green", "canary deployment", "feature flags", "progressive delivery", "rolling update".
Repository SourceNeeds Review
design-system
Defines design tokens, component libraries, and page structures for consistent technical deliverables. Trigger: "design system", "design tokens", "component library", "page structure".
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developer-experience-auditor
Developer experience friction analysis, onboarding quality, and tooling assessment. Trigger: "audit DX", "developer experience", "onboarding quality", "developer friction".
Repository SourceNeeds Review
devsecops-architecture
CI/CD security hardening, SLSA supply chain levels, secrets management, SAST/DAST integration, and shift-left security practices. Trigger: "devsecops", "CI/CD security", "SLSA", "supply chain", "SAST", "DAST", "shift-left security".
Repository SourceNeeds Review
diagnostic-engine
Root cause analysis, risk detection, technical debt quantification, and friction identification. Trigger: diagnose issue, find root cause, assess risk, quantify debt, detect friction.
Repository SourceNeeds Review
disaster-recovery-planner
Designs RPO/RTO targets, failover procedures, backup strategies, and tabletop exercises for disaster recovery. Trigger: "disaster recovery", "DR plan", "RPO RTO", "failover", "backup strategy", "business continuity".
Repository SourceNeeds Review
discovery-handover
Produces structured handover packages that bridge analysis to implementation, ensuring zero knowledge loss. Trigger: "handover", "transition to implementation", "delivery package".
Repository SourceNeeds Review
discovery-orchestrator
Orchestrates full technical analysis pipelines, coordinating multiple skills and agents into coherent discovery workflows. Trigger: "run discovery", "full analysis", "orchestrate pipeline".
Repository SourceNeeds Review
documentation-auditor
Documentation freshness, coverage, accuracy, and maintainability assessment. Trigger: "audit docs", "documentation review", "doc coverage", "README check".
Repository SourceNeeds Review
documentation-generator
Generates README files, API documentation, operational runbooks, and Architecture Decision Records (ADRs). Trigger: "generate docs", "write README", "create runbook", "write ADR", "API documentation".
Repository SourceNeeds Review
dynamic-sme
Activates a context-adaptive domain expert lens that adjusts depth and vocabulary to the subject matter at hand. Trigger: "act as SME", "domain expert", "deep expertise on".
Repository SourceNeeds Review
enterprise-architecture
Capability mapping, domain decomposition, technology radar, and strategic roadmap generation for enterprise-scale software systems. Trigger: "enterprise architecture", "capability map", "technology radar", "strategic roadmap", "domain decomposition".
Repository SourceNeeds Review
event-architecture
Event catalog design, schema registry management, eventual consistency patterns, saga orchestration, and CQRS implementation. Trigger: "event architecture", "event-driven", "event catalog", "schema registry", "saga", "CQRS", "eventual consistency".
Repository SourceNeeds Review
event-driven-design
Designs event-driven architectures using event sourcing, CQRS, and message broker selection. Trigger: "event-driven architecture", "event sourcing", "CQRS", "message broker", "pub/sub design".
Repository SourceNeeds Review
evidence-classifier
Tags every claim with [HECHO]/[INFERENCIA]/[SUPUESTO] evidence classification for zero-hallucination output. Trigger: "classify evidence", "tag claims", "evidence levels", "zero hallucination", "fact check output".
Repository SourceNeeds Review
excellence-loop
Applies a 10-point quality rubric to every artifact with iterative refinement until excellence criteria are met. Trigger: "excellence check", "quality rubric", "review artifact", "quality loop", "refine output".
Repository SourceNeeds Review
executive-pitch
Crafts technical business cases with ROI justification, value pillars, and executive-ready framing. Trigger: "executive summary", "business case", "pitch the solution", "ROI".
Repository SourceNeeds Review
file-change-planner
Generates specific file create/modify/delete plans with impact analysis and dependency tracking. Trigger: "plan file changes", "what files need to change", "impact analysis for changes".
Repository SourceNeeds Review
flow-mapping
Maps business processes, data flows, and integration points into visual sequence diagrams and dependency graphs. Trigger: "map the flow", "show me how data moves", "integration diagram".
Repository SourceNeeds Review
friction-detector
Systematic scan across 10 friction categories affecting development velocity. Trigger: "detect friction", "what's slowing us down", "friction analysis", "velocity blockers".
Repository SourceNeeds Review
functional-spec
Produces structured functional specifications including use cases, business rules, and complexity/risk matrices. Trigger: "write the spec", "functional requirements", "use case analysis".
Repository SourceNeeds Review
implementation-planning
Phased execution plans with dependencies, checkpoints, rollback strategies, and file change plans. Trigger: plan implementation, create phases, design rollback, file change plan.
Repository SourceNeeds Review
incident-analyzer
Post-incident analysis, timeline reconstruction, contributing factor identification, and prevention recommendations. Trigger: analyze incident, post-mortem, outage review, incident timeline, blameless review.
Repository SourceNeeds Review
infrastructure-architecture
Compute, network, storage topology, HA/DR design, IAM strategy, and landing zone architecture for production systems. Trigger: "infrastructure architecture", "landing zone", "HA/DR", "network topology", "compute", "IAM".
Repository SourceNeeds Review
infrastructure-mapper
Docker, Kubernetes, IaC topology, and deployment architecture mapping. Trigger: "map infrastructure", "Docker analysis", "K8s topology", "IaC review".
Repository SourceNeeds Review
input-analysis
Pre-processes raw inputs through error detection, intent amplification, and structured interpretation layers. Trigger: "analyze this input", "interpret requirements", "clarify intent".
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lessons-learned-tracker
Captures corrections, applies learnings across sessions, and prevents regression of past mistakes. Trigger: "lesson learned", "capture correction", "track mistake", "prevent regression", "apply learnings".
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maintainability-scorer
Code quality index, change risk assessment, and maintainability scoring. Trigger: "score maintainability", "code quality index", "change risk", "maintainability".
Repository SourceNeeds Review
maturity-assessment
Capability maturity evaluation using CMMI, DORA, and custom models for software engineering practices. Use when user asks to "assess maturity".
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mermaid-diagramming
Generates C4, sequence, flow, and architecture diagrams in Mermaid syntax for technical documentation. Trigger: "diagram", "mermaid", "C4 diagram", "sequence diagram", "flowchart", "architecture diagram".
Repository SourceNeeds Review
microservices-decomposer
Decomposes monoliths into microservices using bounded contexts, DDD, and service boundary analysis. Trigger: "decompose microservices", "bounded contexts", "service boundaries", "DDD decomposition", "split monolith".
Repository SourceNeeds Review
migration-planner
Plans system migrations using strangler fig, blue-green, data migration, and re-platforming strategies. Trigger: "plan migration", "strangler fig", "re-platform", "data migration", "legacy modernization".
Repository SourceNeeds Review
monitoring-setup
Designs monitoring dashboards, alerting rules, SLOs, and error budgets for production systems. Trigger: "monitoring setup", "dashboards", "alerts", "SLOs", "error budgets", "observability".
Repository SourceNeeds Review
observability-architecture
Logging architecture, distributed tracing, metrics design, alerting strategy, SLO/SLI definition, and incident response procedures. Trigger: "observability", "logging", "tracing", "metrics", "alerting", "SLO", "SLI", "incident response".
Repository SourceNeeds Review
observability-design
Designs logging, metrics, and distributed tracing architectures using OpenTelemetry and observability platforms. Trigger: "observability design", "logging architecture", "metrics strategy", "distributed tracing", "OpenTelemetry".
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observability-gap-analyzer
Logging, metrics, and tracing completeness analysis across the system. Trigger: "observability gaps", "logging analysis", "metrics coverage", "tracing completeness".
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output-engineering
Engineers quality formatting with ghost menus, progressive disclosure, and excellence standards for technical artifacts. Trigger: "format output", "ghost menu", "progressive disclosure", "output quality", "excellence standards".
Repository SourceNeeds Review
performance-bottleneck-identifier
Profiling-based identification of hot paths, resource constraints, and throughput limiters. Trigger: "find bottlenecks", "hot paths", "performance profiling", "throughput limits".
Repository SourceNeeds Review
performance-budget
Defines Core Web Vitals targets, latency budgets, bundle size limits, and performance regression gates. Trigger: "performance budget", "core web vitals", "bundle size", "latency budget", "performance targets".
Repository SourceNeeds Review
performance-engineering
Load testing design, capacity planning, bottleneck analysis, caching strategies, and SLA engineering. Trigger: "performance engineering", "load testing", "capacity planning", "bottleneck", "caching", "SLA", "latency".
Repository SourceNeeds Review
performance-profiler
N+1 query detection, bottleneck identification, and resource usage analysis. Trigger: "profile performance", "find bottlenecks", "N+1 queries", "resource usage".
Repository SourceNeeds Review
pwa-architecture
Design and implement Progressive Web App architecture: service worker caching strategies, offline patterns, Web Push notifications, install prompt UX, background sync, and Workbox configuration for production.
Repository SourceNeeds Review
quality-engineering
Test strategy architecture, automation infrastructure, quality gates, quality metrics dashboards, and shift-left quality practices. Trigger: "quality engineering", "quality gates", "quality metrics", "automation architecture", "shift-left quality".
Repository SourceNeeds Review
query-optimization
Analyze and optimize database queries: EXPLAIN ANALYZE plan reading, index strategies (B-tree, GIN, GiST, partial, composite), N+1 detection in ORM code, connection pooling, and query plan regression testing.
Repository SourceNeeds Review
realtime-data-sync
Design and implement real-time data synchronization: WebSocket vs SSE vs long polling decision, Supabase Realtime, Firebase RTDB, optimistic updates, conflict resolution, and connection resilience patterns.
Repository SourceNeeds Review
release-planner
Plans release trains, semantic versioning strategy, changelog generation, and release coordination. Trigger: "release plan", "versioning strategy", "changelog", "release train", "shipping schedule".
Repository SourceNeeds Review
repository-scanner
Automated tech stack, framework, and entry point detection from repository structure. Trigger: "scan repo", "detect stack", "what technologies", "analyze repository".
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resilience-design
Designs resilience patterns including circuit breakers, retries, bulkheads, timeouts, and chaos engineering practices. Trigger: "resilience design", "circuit breaker", "fault tolerance", "chaos engineering", "bulkhead pattern", "retry strategy".
Repository SourceNeeds Review
responsive-design
Implement production-grade responsive design: breakpoint strategy, fluid typography with clamp(), container queries, responsive images with srcset/sizes, and cross-device testing methodology. Use when user asks to "make responsive", "implement responsive design", or "fix layout on mobile".
Repository SourceNeeds Review
risk-controlling
Identifies, assesses, and manages technical and project risks with mitigation strategies, monitoring plans, and contingency protocols. Trigger: "risk analysis", "risk register", "mitigation plan".
Repository SourceNeeds Review
risk-scorer
Severity times likelihood risk matrix generation with mitigation priorities. Trigger: "score risks", "risk matrix", "risk assessment", "severity analysis".
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roadmap-poc
Designs proof-of-concept roadmaps with sprint breakdowns, prerequisites, gates, team composition, budget, and risk registers. Trigger: "PoC plan", "proof of concept", "sprint breakdown".
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rollback-strategy
Designs undo plans for each deployment phase, including data migration reversibility and feature flag fallbacks. Trigger: "rollback plan", "undo strategy", "how to revert", "migration reversibility".
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root-cause-analyzer
Systematic root cause tracing from symptoms through causal chains to actual causes. Trigger: "root cause analysis", "why is this failing", "trace the cause", "5 whys".
Repository SourceNeeds Review
scaffold-angular-app
Generate Angular 18+ project with Signals, standalone components, SSR, testing. Use when user asks to "scaffold an Angular app".
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scaffold-api-rest
Generate REST API with Express/Fastify, OpenAPI spec, validation, tests. Use when user asks to "scaffold a REST API".
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scaffold-docker-dev
Scaffold a production-parity Docker development environment: multi-service Compose, volume mounts, networking, health checks, dev containers, and secrets management. Eliminates "works on my machine" at the infrastructure layer.
Repository SourceNeeds Review
scaffold-firebase-project
Scaffold a production-ready Firebase project: Firestore data modeling, Security Rules, Cloud Functions v2, emulator suite, hosting config, and CI/CD. Covers auth flows, subcollection design, and multi-environment strategy.
Repository SourceNeeds Review
scaffold-monorepo
Scaffold a production monorepo: Nx vs Turborepo decision, workspace structure, shared packages, CI matrix builds, versioning strategy (fixed vs. independent), and dependency graph visualization.
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scaffold-nextjs-app
Generate Next.js 15 App Router project with auth, database, API routes. Use when user asks to "scaffold a Next.js app".
Repository SourceNeeds Review
scaffold-react-app
Generate production-ready React project with TypeScript, Tailwind, testing, CI/CD. Use when user asks to "scaffold a React app".
Repository SourceNeeds Review
scaffold-supabase-project
Generate Supabase project with auth, RLS policies, edge functions, type generation. Use when user asks to "scaffold a Supabase project".
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scalability-assessor
Horizontal/vertical scaling analysis, stateless/stateful assessment, and capacity planning. Trigger: "assess scalability", "can this scale", "scaling strategy", "capacity planning".
Repository SourceNeeds Review
scenario-analysis
Tree of Thought evaluation, multi-dimensional weighted scoring, trade-off analysis, and decision matrix generation for technical decisions. Trigger: "scenario analysis", "trade-off", "decision matrix", "weighted scoring", "tree of thought", "compare options".
Repository SourceNeeds Review
schema-migration-strategy
Plan and execute database schema migrations with up/down scripts, zero-downtime DDL patterns, seed data management, rollback procedures, and ORM vs raw SQL decision framework. Covers Postgres, MySQL, and SQLite.
Repository SourceNeeds Review
sector-intelligence
Provides industry context, regulatory landscape analysis, competitive benchmarks, and sector-specific technology trends. Trigger: "industry context", "sector analysis", "regulatory landscape", "benchmarks".
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security-architecture
Threat modeling, zero trust design, identity architecture, encryption strategy, and compliance mapping for software systems. Trigger: "security architecture", "threat model", "zero trust", "identity", "encryption", "compliance", "OWASP".
Repository SourceNeeds Review
security-surface-scanner
OWASP vulnerability patterns, secret detection, and authentication/authorization analysis. Trigger: "security scan", "OWASP check", "secret detection", "auth analysis".
Repository SourceNeeds Review
security-threat-modeler
STRIDE threat modeling, attack surface mapping, and threat tree generation. Trigger: "threat model", "STRIDE analysis", "attack surface", "threat assessment".
Repository SourceNeeds Review
seo-technical
Technical SEO audit and implementation: structured data (JSON-LD), meta tags, Open Graph/Twitter Cards, XML sitemap, robots.txt, Core Web Vitals optimization, crawl budget management, and canonical URL strategy.
Repository SourceNeeds Review
software-architecture
Module design, layer boundaries, design patterns, ADR generation, and quality attribute analysis for software systems. Trigger: "software architecture", "module design", "design patterns", "ADR", "quality attributes", "layered architecture".
Repository SourceNeeds Review
software-viability
Software and technology viability validation — deep forensic analysis of maintainability, scalability, security posture. Use when user asks to "validate software viability".
Repository SourceNeeds Review
solution-roadmap
Creates phased execution roadmaps with investment horizons, risk-adjusted timelines, and dependency management. Trigger: "roadmap", "execution plan", "phased delivery", "timeline".
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solutions-architecture
End-to-end integration design, cross-cutting concerns resolution, and system composition for complex software solutions. Trigger: "solutions architecture", "integration design", "system composition", "cross-cutting concerns".
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stakeholder-mapping
Influence/interest matrix analysis, RACI definition, communication plan design, and stakeholder engagement strategies for technical projects. Trigger: "stakeholder mapping", "RACI", "influence matrix", "communication plan", "stakeholder analysis".
Repository SourceNeeds Review
state-management-design
Designs frontend and backend state management patterns, caching layers, and synchronization strategies. Trigger: "state management", "frontend state", "backend state", "state synchronization", "global state".
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storytelling
Designs narrative arcs for technical deliverables that transform data and findings into compelling, memorable stories. Trigger: "tell the story", "narrative arc", "make it compelling".
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team-topology
Conway's Law analysis, team interaction modes, cognitive load assessment, organizational design for delivery. Use when user asks to "analyze team topology".
Repository SourceNeeds Review
tech-debt-quantifier
Technical debt classification, interest estimation, and payoff prioritization. Trigger: "quantify tech debt", "debt inventory", "debt interest", "technical debt".
Repository SourceNeeds Review
technical-discovery
Repository scanning, tech stack identification, architecture signal extraction, and domain mapping. Trigger: analyze repository, scan codebase, map architecture, identify tech stack, discover structure.
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technical-feasibility
Fact-checking technical claims, multidimensional feasibility validation across performance, integration, scalability, security, and team capability. Trigger: "technical feasibility", "feasibility study", "fact check", "can we build", "is it possible".
Repository SourceNeeds Review
technical-writing
Applies progressive disclosure, precise terminology, and evidence attribution to technical documents. Trigger: "write the document", "technical documentation", "progressive disclosure".
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test-coverage-analyzer
Test coverage gaps, test quality metrics, and testing strategy assessment. Trigger: "analyze test coverage", "test quality", "coverage gaps", "testing strategy".
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test-strategy-designer
Designs comprehensive test strategies including test pyramid, TDD/BDD flows, contract testing, and mutation testing. Trigger: "test strategy", "testing approach", "test pyramid", "what tests do we need".
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testing-strategy
Test pyramid design, automation architecture, E2E testing, contract testing, shift-left practices, and test data management. Trigger: "testing strategy", "test pyramid", "test automation", "E2E testing", "contract testing", "test data".
Repository SourceNeeds Review
trade-off-analyzer
Multi-criteria decision framework using weighted scoring matrices, ATAM scenarios, and sensitivity analysis. Trigger: "analyze trade-offs", "compare options", "weighted scoring", "ATAM", "decision matrix".
Repository SourceNeeds Review
ux-writing
Optimizes document accessibility, readability, and information hierarchy for technical audiences. Trigger: "improve readability", "document UX", "information design".
Repository SourceNeeds Review
vector-database-design
Design vector storage for RAG and semantic search: pgvector setup, embedding model selection, chunking strategies, HNSW vs IVFFlat index comparison, hybrid search (dense + sparse), and metadata filtering.
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web-performance
Audit and optimize Core Web Vitals (LCP, INP, CLS), bundle size, loading strategy, and rendering pipeline. Use when user asks to "optimize performance", "improve Core Web Vitals", "reduce bundle size", or "fix slow page load".
Repository SourceNeeds Review
web-security-implementation
Implement web application security: Content Security Policy (CSP), CORS configuration, XSS prevention, CSRF protection, security headers, input validation. Use when user asks to "implement web security", "add CSP", "fix XSS vulnerability", or "harden the application".
Repository SourceNeeds Review
workshop-design
Designs collaborative workshops including event storming, impact mapping, and design sprints with agendas, facilitation guides, and output templates. Trigger: "design a workshop", "event storming", "impact mapping", "design sprint".
Repository SourceNeeds Review
iikit-00-constitution
Create or update a CONSTITUTION.md that defines project governance — establishes coding standards, quality gates, TDD policy, review requirements, and non-negotiable development principles with versioned amendment tracking. Use when defining project rules, setting up coding standards, establishing quality gates, configuring TDD requirements, or creating non-negotiable development principles.
Repository SourceNeeds Review
iikit-01-specify
Create a feature specification from a natural language description — generates user stories with Given/When/Then scenarios, functional requirements (FR-XXX), success criteria, and a quality checklist. Use when starting a new feature, writing a PRD, defining user stories, capturing acceptance criteria, or documenting requirements for a product idea.
Repository SourceNeeds Review
iikit-02-plan
Generate a technical design document from a feature spec — selects frameworks, defines data models, produces API contracts, and creates a dependency-ordered implementation strategy. Use when planning how to build a feature, writing a technical design doc, choosing libraries, defining database schemas, or setting up Tessl tiles for runtime library knowledge.
Repository SourceNeeds Review
iikit-03-checklist
Generate quality checklists that validate requirements completeness, clarity, and consistency — produces scored checklist items linked to specific spec sections (FR-XXX, SC-XXX). Use when reviewing a spec for gaps, doing a requirements review, verifying PRD quality, auditing user stories and acceptance criteria, or gating before implementation.
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iikit-04-testify
Generate Gherkin .feature files from requirements before implementation — produces executable BDD scenarios with traceability tags, computes assertion integrity hashes, and locks acceptance criteria for test-driven development. Use when writing tests first, doing TDD, creating test cases from a spec, locking acceptance criteria, or setting up red-green-refactor with hash-verified assertions.
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iikit-05-tasks
Generate dependency-ordered task breakdown from plan and specification. Use when breaking features into implementable tasks, planning sprints, or creating work items with parallel markers.
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iikit-06-analyze
Validate cross-artifact consistency — checks that every spec requirement traces to tasks, plan tech stack matches task file paths, and constitution principles are satisfied across all artifacts. Use when running a consistency check, verifying requirements traceability, detecting conflicts between design docs, or auditing alignment before implementation begins.
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iikit-07-implement
Execute the implementation plan by coding each task from tasks.md — writes source files, runs tests, verifies assertion integrity, and validates output against constitutional principles. Use when ready to build a feature from a tasks.md plan, start coding against an Intent Integrity Kit implementation plan, develop from the task list, resume a partially completed implementation, or run the implement phase of the iikit workflow.
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iikit-08-taskstoissues
Convert tasks from tasks.md into GitHub Issues with labels and dependencies. Use when exporting work items to GitHub, setting up project boards, or assigning tasks to team members.
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iikit-bugfix
Report a bug against an existing feature — creates a structured bugs.md record, generates fix tasks in tasks.md, and optionally imports from or creates GitHub issues. Use when fixing a bug, reporting a defect, importing a GitHub issue into the workflow, or triaging an error without running the full specification process.
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iikit-clarify
Resolve ambiguities in any project artifact — auto-detects the most recent artifact (spec, plan, checklist, testify, tasks, or constitution), asks targeted questions with option tables, and writes answers back into the artifact's Clarifications section. Use when requirements are unclear, a plan has trade-off gaps, checklist thresholds feel wrong, test scenarios are imprecise, task dependencies seem off, or constitution principles are vague.
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iikit-core
Initialize an IIKit (Intent Integrity Kit) project, check IIKit feature progress, select the active IIKit feature, and display the IIKit workflow command reference. Use when starting a new IIKit project, running IIKit init or setup, checking IIKit status, switching between IIKit features, looking up IIKit available commands and phases, or asking for help with the IIKit workflow.
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playwright-testing
Playwright E2E testing patterns — web-first assertions, user-visible locators, network interception, fixtures, authentication, and parallel execution. Use when building or reviewing E2E tests with Playwright, when setting up browser testing for a web app, or when migrating from Cypress or Selenium.
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debug-api-endpoints
When you need to test or debug API endpoints systematically
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web-accessibility-essentials
Every UI component must be accessible from the start — not as an afterthought. Apply ARIA landmarks, form labels, keyboard navigation, focus management, live regions, semantic HTML, heading hierarchy, alt text, and color contrast whenever you build or modify any HTML, React component, Vue component, Svelte component, Angular template, or frontend UI. This applies to ALL frontend work — even when the user does not mention accessibility.
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