iowarp/clio-agent-marketplace/analyze-earthscope-gnss

Use pandas_profile_csv on the exact acquisition.local_path returned by staging. Do not compose or rename the path. If there is no staged, analysis-ready station CSV, record profile.status=blocked and stop.

Preserve the tool's file size, columns, rows examined, rows used for numeric summaries, missing-value scope, and reported min/max/mean values. A scan-limited profile is not full-file truth. When scan_limited=true, row_count is the scan cap reached, not the file's total row count; describe it as "at least" that many rows and never relabel it as a total. Do not infer or claim full duration, recency, cadence, continuity, gap-free coverage, completeness, noise, quality, reference frame, or suitability unless a tool explicitly measured that property. A filename suffix is not a date range. Treat opaque quality fields as opaque.

When discussing station suitability, use only tool-observed station distance, resource availability, columns, and profile facts. Prefer "geographically grounded candidate" or "preliminary profile" to an unsupported quality verdict. Record the exact scope and limitations in workflow_state.profile.