ghost-office

Use when managing Laravel Forge servers, sites, deployments, SSL, databases, queue workers, scheduled jobs, security rules, and server provisioning. Covers Forge CLI, API, deployment scripts, Nginx templates, daemon management, and zero-downtime deployments.

Project-specific Ansible operations template — customize with your inventory, playbook catalog, deployment workflows, and host group details

Use when implementing or auditing accessibility features. Covers WCAG 2.1 AA/AAA compliance, ARIA roles and attributes, keyboard navigation, screen reader support, color contrast, focus management, and accessible component patterns.

Use when evaluating AI/LLM systems — benchmark design, automated evaluation pipelines, human evaluation protocols, A/B testing, hallucination detection, factuality checking, bias testing, safety evaluation (red teaming), latency/cost metrics, eval datasets, regression testing for prompts, and model comparison frameworks.

Use when building KPI frameworks, designing dashboards, analyzing marketing performance, setting up attribution models, or creating automated reports. Covers Google Analytics 4, social media analytics, funnel analysis, cohort analysis, A/B test analysis, ROI calculation, competitive benchmarking, and stakeholder reporting.

Use when designing or implementing REST APIs. Covers RESTful conventions, versioning, pagination, filtering, error handling, rate limiting, HATEOAS, OpenAPI documentation, and API security best practices.

Use when implementing authentication, authorization, or access control. Covers Laravel Sanctum, OAuth 2.0, RBAC with Spatie Permissions, multi-tenant auth, API token management, MFA, and session security.

Use when building online communities, defining moderation policies, managing community engagement, handling crises, designing ambassador programs, or measuring community health. Covers community building frameworks, engagement tactics, forum/Discord/Slack management, user-generated content, community events, feedback loops, community-led growth, and toxicity handling.

Use when planning content calendars, auditing existing content, defining editorial workflows, establishing brand voice guidelines, creating content governance frameworks, or measuring content performance. Covers content planning, repurposing strategies, content pillars, and audience mapping.

Use when designing chatbots, copilots, or conversational assistants — dialogue management, intent recognition, entity extraction, context handling, multi-turn conversations, personality design, escalation flows, error recovery, conversation analytics, architecture patterns, voice interfaces, NLU pipelines, and conversation testing.

Use when writing marketing copy, landing pages, email subject lines, CTAs, headlines, UX microcopy, or A/B test variants. Covers proven copywriting frameworks (AIDA, PAS, BAB, 4Ps), headline formulas, conversion-focused writing, tone and voice guidelines, and copy testing strategies.

Use when building or maintaining design systems, design tokens, component libraries, theming, or visual consistency. Covers token architecture, component variants, spacing/typography scales, color systems, dark/light mode, and design documentation.

Use when planning email campaigns, building automation flows, optimizing deliverability, writing email sequences, segmenting audiences, or analyzing email performance. Covers campaign strategy, list management, automation (welcome, nurture, re-engagement, abandoned cart), A/B testing, email design, compliance (CAN-SPAM, GDPR), and analytics.

Use when building frontend components, pages, or client-side logic. Covers Vue 3 Composition API, TypeScript patterns, component design, state management, form handling, data tables, and responsive layouts for enterprise applications.

Use when handling production incidents, conducting post-mortems, or designing incident response processes. Covers severity classification, incident commander role, communication protocols, root cause analysis, and post-mortem templates.

Use when building Laravel applications. Covers application architecture, Eloquent ORM, service layer patterns, form requests, API resources, events/listeners, jobs/queues, middleware, and testing in Laravel 11+.

Use when integrating LLMs into applications — API client design, streaming, token management, cost optimization, retry/fallback, model selection, prompt versioning, structured output, function calling, embeddings, RAG, fine-tuning, evaluation, safety guardrails, and rate limiting.

Use when implementing or reviewing multi-tenant features. Covers shared database with branch_id isolation, tenant resolution, data scoping, cross-tenant prevention, tenant-aware caching, queues, file storage, and testing strategies.

Use when planning paid advertising campaigns, optimizing ad spend, setting up conversion tracking, designing audience targeting, writing ad copy, or analyzing campaign performance. Covers Google Ads, Meta Ads, LinkedIn Ads, TikTok Ads, bidding strategies, retargeting, lookalike audiences, landing page optimization, ROAS optimization, and compliance.

Use when profiling, optimizing, or load testing applications. Covers backend profiling, N+1 query detection, caching strategies, frontend Core Web Vitals, database optimization, load testing with k6, and cost-performance analysis.

Use when designing schemas, writing queries, or optimizing PostgreSQL databases. Covers schema design, indexing strategies, query optimization, partitioning, JSONB operations, CTEs, window functions, and multi-tenant data patterns.

Use when defining features, writing user stories, prioritizing work, or creating acceptance criteria. Covers requirements gathering, user story mapping, prioritization frameworks, sprint planning, and stakeholder communication.

Prompt engineering patterns, system prompt design, and prompt optimization techniques

Use when implementing caching, queues, or real-time features with Redis. Covers caching strategies, Laravel queue configuration, pub/sub, rate limiting, session management, data structures, and Redis cluster patterns.

Use when performing keyword research, optimizing on-page SEO, implementing technical SEO (schema markup, crawling, indexing, site speed), building internal linking strategies, conducting SEO audits, improving Core Web Vitals, analyzing Search Console data, or planning link building campaigns. Covers on-page, off-page, technical, and local SEO.

Social media strategy, platform-specific tactics, and growth planning

Use when writing or designing tests. Covers test architecture, PHPUnit/Pest for backend, Vitest for frontend, Cypress/Playwright for E2E, test factories, mocking strategies, multi-tenant isolation testing, and CI integration.

Use when writing TypeScript code for frontend or backend. Covers type system fundamentals, generics, utility types, discriminated unions, type guards, declaration files, strict mode patterns, and enterprise TypeScript architecture.

Use when conducting user research, usability analysis, or validating design decisions. Covers user personas, journey mapping, usability heuristics, A/B testing, feedback analysis, and research methodologies.

Use when building Vue.js applications. Covers Vue 3 Composition API, composables, Pinia state management, Vue Router, Vite configuration, component design patterns, form handling, and enterprise application architecture.

Use when creating wireframes, mockups, user flows, or prototypes. Covers page layouts, information architecture, low/high-fidelity wireframes, interactive prototypes, and user flow diagrams.

Use when writing or updating technical documentation for the platform. Covers API docs, Architecture Decision Records, user guides, changelogs, README patterns, and knowledge base maintenance.

Use when writing tests, designing test plans, or verifying bug fixes for the platform. Covers PHPUnit, Pest, Cypress/Playwright, test data factories, multi-tenant isolation testing, and quality gate criteria.

Use when managing Microsoft 365 tenants via Graph API. Covers user provisioning, license assignment, group management, Exchange Online, SharePoint, Teams admin, MFA setup, and compliance policies.

Use when managing Microsoft Entra ID (Azure AD). Covers user/group lifecycle, Conditional Access policies, MFA setup, SSO configuration, Privileged Identity Management, app registrations, B2B guest access, and directory sync.

Use when managing Exchange Online. Covers mailbox provisioning, shared/room mailboxes, mail flow rules, transport policies, anti-spam/phishing configuration, DLP policies, retention policies, and quarantine management.

Use when managing endpoints with Microsoft Intune. Covers device enrollment, compliance policies, configuration profiles, app deployment, Windows Autopilot, conditional access integration, and remote device actions.

Use when writing Ansible playbooks, roles, or automating server configuration. Covers role directory structure, inventory management, variable precedence, handlers, Galaxy integration, and idempotent task design.

Use when designing or implementing AWS infrastructure. Covers EC2, ECS/Fargate, Lambda, S3, RDS, IAM policies, VPC networking, CloudFormation, and cost-optimized architecture patterns across compute, storage, and networking.

Use when designing backup strategies or disaster recovery plans. Covers the 3-2-1 backup rule, RTO/RPO definitions, cross-region replication, automated backup scripts, restore testing procedures, and business continuity planning.