Composable GEO visibility agent skill: measures rendered AI answers in a real logged-in browser and returns a portable JSON artifact for any downstream agent workflow. Google, ChatGPT, Claude, Gemini, Yandex, DeepSeek, Perplexity. MIT.
Agent
Drives one engine capture playbook over a chunk of (query, lens) rows and returns validated QueryCapture JSON. Never writes the DB, never starts servers. Spawned by the open-geo orchestrator (STEP 3).
Agent
Adversarial reviewer of a harvested question set — judges every line KEEP/CUT with a reason. Spawned by the open-geo orchestrator (STEP A.5, Phase C). Never edits files, never runs the capture.
Agent
Grounded recon for ONE audience segment — gathers real, signal-backed user queries and returns validated QuestionCandidate JSON. Never writes questions.csv, never touches the DB. Spawned by the open-geo orchestrator (STEP A.5, Phase A).