When the user wants help with pricing decisions, packaging, or monetization strategy.
When the user wants to create or update their product marketing context document.
When the user wants to create SEO-driven pages at scale using templates and data.
When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy.
Use when reviewing a pull request - security-focused review following repo agent guidance for breaking changes, malicious patterns, and…
When the user wants to add, fix, or optimize schema markup and structured data on their site.
When the user wants to audit, review, or diagnose SEO issues on their site.
When the user wants to optimize signup, registration, account creation, or trial activation flows.
When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or…
Diagnosing N+1 query patterns in Rails/Grape: slow index pages, serializers, nested API responses.
Detects N+1 query problems in PHP code. Finds queries in loops, missing eager loading, lazy loading abuse, relationship traversal issues.
A rating component for collecting user feedback with customizable icons, colors, and half-star support in Naive UI.
Build or update the code review knowledge graph.
Comprehensive PR review -- full branch diff against base, commit-by-commit analysis, breaking change detection, conventional commit…
Product content designer for UI copy. Use when writing, reviewing, or auditing user-facing text: button labels, error messages, tooltips, empty states, modal copy, placeholder text, confirmation…
Use when building any webhook-triggered workflow, scheduled/production-bound workflow, or any workflow where silent failure would drop…
Validate n8n expression syntax and fix common errors.
Use when the user needs n8n instance, runtime, tunnel, auth, project, credential, or workflow presentation management through n8n-manager.
Expert guide for using n8n-mcp MCP tools effectively.
Quick reference for n8n patterns. Full docs /AGENTS.md
n8n workflow JSON structure management for Vigil Guard v2.0.0 (24-node 3-branch parallel pipeline).