Update to Beeblio

{
  "description": "Create research charts from Beeblio project data with ChatGPT's sandbox, using clear academic visual design and honest source tracking. Use when the user asks to plot, visualize, or chart data stored in Beeblio.",
  "included_files": [],
  "name": "beeblio-data-visualization",
  "skill_md_contents": "---\nname: beeblio-data-visualization\ndescription: Create research charts from Beeblio project data with ChatGPT's sandbox, using clear academic visual design and honest source tracking. Use when the user asks to plot, visualize, or chart data stored in Beeblio.\n---\n\n# Visualize Beeblio project data\n\nFind the source file through Beeblio MCP and transfer it to an available ChatGPT code execution sandbox. For text data, read every required slice with `read_text_file`; for binary or large data, use `get_download_url` only when the sandbox can fetch it. Analyze the file itself rather than copying rows into chart code. `run_analysis` and Beeblio's mounted `/workspace` are unavailable through this MCP.\n\nKeep the plotting script, source path, filters, transformations, and chart output together. Check the plotted counts and ranges against the source data. Use an available plotting library, such as Matplotlib or Seaborn if installed; do not assume Beeblio's batch-image dependencies are present.\n\n- Label axes with units; choose scales that do not mislead. Counts normally start at zero. Show sample size and relevant exclusions in the caption.\n- Use colorblind-friendly colors or grayscale, and do not rely on color alone. Keep labels legible at the intended viewing size and remove unnecessary decoration.\n- Choose a chart that fits the data and research question. Show uncertainty where an estimate needs it. Do not use a chart to imply causality from observational data.\n- Inspect the rendered chart before delivering it. Export the requested format from the sandbox and identify the actual file.\n\nIf the user wants the chart in Beeblio, pass the actual generated PNG, PDF, SVG, or other chart file to `upload_artifact` with a new path under `3-Analysis/` or `4-Reports/`. Confirm the returned path and size with `stat_file`.\n"
}