mverab

Use when technical agent output needs beginner-friendly translation without losing exact details.

Use when the user is unsure what to ask next and needs safe prompt options.

Use before editing code to inspect project state and constraints.

Use before deploy or sharing to check for beginner-visible security risks.

Use when reviewing changes for bugs, regressions, and missing tests.

Use before beginning any multi-step task with multiple files, tests, or verification steps.

Use after a session reveals a reusable self-improvement pattern.

Use before working in a subsystem with saved reference material.

Run one bounded eGEOagents loop iteration over a workspace domain - read the charter and fresh collector data, do ONE unit of work, write substrate artifacts, append one Timeline entry and one LOG line. Use for loop mode, /geo:loop, scheduled GEO runs, or…

Check Brave Search and Chrome DevTools MCP availability and provide exact setup snippets. Use when validation dependencies are missing or uncertain.

Analyze AI-search competitors for a query and recommend ranking strategy. Use when users ask competitor analysis, who ranks, or competitive landscape.

Score content against the 10 GEO criteria with evidence and prioritized fixes. Use when users ask to score, rate, evaluate, or estimate ranking strength.

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.

Generate conventional commit messages from git diffs with clear summaries and detailed descriptions. Use when the user mentions commits, git commit, staging changes, writing commit messages, or wants to commit code.

Validate documentation structure, check for missing sections, verify markdown syntax, ensure consistency with templates. Use when user mentions docs validation, structure check, README review, documentation quality, or wants to verify documentation…

Analyze incident logs, extract error patterns, identify root causes, generate insights and metrics. Use when user mentions logs, incidents, errors, failures, debugging, troubleshooting, log analysis, or investigating production issues.

Design and generate complete multi-agent OpenClaw setups from a natural language description. Produces all configuration files, skills, workflows, memory structure, and installation steps — zero effort setup creation.