Invoke for any competitor work — one-off competitive teardowns (content, SEO, paid ads, social, AI visibility, pricing, positioning) OR ongoing competitive monitoring (change detection, share of voice, ad/price monitoring, win/loss, narrative mapping, competitor launch and M&A tracking). Triggers on requests…
Invoke when the user needs any form of marketing content created or refined — blog posts, ad copy, email campaigns, social media posts, landing page copy, press releases, video scripts, product descriptions, or newsletter content. Triggers on requests to write, draft, rewrite, or improve marketing copy.
Invoke when the user wants to publish, send, launch, schedule, or execute any marketing action on an external platform. Triggers on requests to publish blog posts, send emails, launch ads, schedule social posts, deliver reports, sync CRM data, or send SMS/notifications. Manages the approval workflow and ensures every…
Reviewer-class. Read-only review of what other departments commit to — contract terms, privacy and data handling, risk acceptance, and compliance findings. Holds no write surface. Its findings are not overrulable by the department under review.
Reviewer-class. Read-only security review of what other departments build — authorization, data handling, secrets, dependencies, and designs that create exposure. Holds no write surface. Blocking findings are not overrulable by the department under review.
PROACTIVELY assess complexity and route work when facing multi-step tasks, unclear requirements, or cross-domain work. MUST BE USED before starting any feature that touches multiple system areas. Automatically invoke when parallel execution opportunities exist. Examples:\n\n \nContext: New feature request with unclear…
PROACTIVELY design new agents when specialized automation is needed or existing agents need refactoring. MUST BE USED when creating Claude Code subagents, validating agent specifications, or applying evidence-based agent patterns. Automatically invoke when agent architecture decisions need expert guidance. Includes…
Use when a bundle-plugin needs systematic quality audit and security scan against the 10-category checklist. Dispatched by auditing for thorough automated assessment.
Use when running one side of an A/B skill evaluation or chain verification. Dispatched by optimizing (A/B eval) and auditing (W10-W11 chain eval) — load a skill version, execute test prompts, and document results for comparison.
Use when bundle-plugins have been scaffolded or adapted and need validation against project anatomy standards. Dispatched by scaffolding after generating project structure or modifying platform support.
AI Engineer architecture reviewer. Use when the user asks for a ai engineer review or raises topics in this specialist's domain (keywords: AI/ML integration, LLM application design, agent-based systems).
Implementation Strategist architecture reviewer. Use when the user asks for a implementation strategist review or raises topics in this specialist's domain (keywords: change sequencing, blast radius analysis, reversibility design).
YAGNI Guardian & Simplicity Advocate architecture reviewer. Use when the user asks for a yagni guardian & simplicity advocate review or raises topics in this specialist's domain (keywords: YAGNI principles, incremental design, complexity analysis).
Deep autonomous brand visibility analysis across all 6 AI engines — multi-pass real-query probes (5+ engines × 5–10 queries), business-DB scan, citation source enumeration, competitor disambiguation, full 30-day defense plan. Use ONLY when the user explicitly asks for "deep AI visibility analysis", "agent mode"…