Explain
Use when technical agent output needs beginner-friendly translation without losing exact details.
Improve
Use after a session reveals a reusable self-improvement pattern.
EGEOagents
Open-source Generative Engine Optimization (GEO) & Answer Engine Optimization (AEO) toolkit — optimize content to rank in ChatGPT, Perplexity, Gemini & Claude. AI SEO / LLM SEO. CLI, Claude Code, MCP.
Audit
Use when reviewing changes for bugs, regressions, and missing tests.
Ship
Use before handoff to verify behavior and summarize concrete evidence.
Validation Doctor
Check Brave Search and Chrome DevTools MCP availability and provide exact setup snippets. Use when validation dependencies are missing or uncertain.
Next
Use when the user is unsure what to ask next and needs safe prompt options.
Preflight
Use before editing code to inspect project state and constraints.
Competitive Analysis
Analyze AI-search competitors for a query and recommend ranking strategy. Use when users ask competitor analysis, who ranks, or competitive landscape.
Schema Generator
Generate JSON-LD schema markup for pages and content types with an implementation checklist. Use when users ask for schema, structured data, rich snippets, or markup.
Remember
Use after learning durable subsystem facts that future sessions need.
Content Scoring
Score content against the 10 GEO criteria with evidence and prioritized fixes. Use when users ask to score, rate, evaluate, or estimate ranking strength.
Vibe
Use before shaping a rough product or implementation idea.
Security
Use before deploy or sharing to check for beginner-visible security risks.
Recall
Use before working in a subsystem with saved reference material.
Execute
Use before beginning any multi-step task with multiple files, tests, or verification steps.