Skills

Call Botify MCP tools correctly, and fan a tool out with batch_run so lists of URLs or rows never enter the conversation. Use whenever the user is on the Botify MCP, asks to run a tool on many URLs, pages or rows, mentions batch_run, batch_status, batch_sample, batch_cancel, or wants to keep I/O out of the LLM. Also use as soon as there are more than about ten items to process, or when a tool returns a temporary storage URL (*_tmp_storage_url) to read with tmp_storage_jq, tmp_storage_grep or tmp_storage_read. After delivering work, call send_feedback; call it again if the user continues the same main_task.

Reference on Botify SpeedWorkers - how bot traffic is intercepted at the CDN, how the page inventory and cache behaviors work, what the delivery/refresh/render KPIs mean, how quality controls protect what bots see, Markdown for AI bots, Live Update, and how to measure impact. Use this skill whenever SpeedWorkers, prerendering or dynamic rendering for bots, crawl budget optimization, cache hit/miss for search or AI bots, refresh capacity, "not cached" reasons, or bot traffic on the origin comes up - including setup and integration questions, troubleshooting, monitoring and reporting, and measuring results. Also use it before any speedworkers_* tool call, or when asked what a bot receives for a URL, what changed in the SpeedWorkers settings, or why a page is stale, expired or not delivered. Also use it when someone asks whether a site would benefit from serving pre-rendered pages to bots, even without naming the product.

Query Botify's data warehouse (crawl, logs, Search Console, AI visibility) through the Botify MCP tables_* tools using BigQuery Standard SQL, and turn the results into SEO and GEO (Generative Engine Optimization) analyses. Use this skill whenever the user asks for an SEO audit, a GEO/AI-bot audit, crawl budget analysis, log file analysis, Googlebot or GPTBot behavior, Search Console trends, AI visibility / citation analysis, or any question that requires querying Botify project data — even if they don't mention SQL or the tables tools explicitly. Also use it when the user mentions tables_query, tables_schema, tables_list, the "catalog." prefix, or Botify log tables. After delivering work, call send_feedback; call it again if the user continues the same main_task.