hcp-data-process从 HCP 仪器结果文件中提取汇总表。适用于用户提供的 HCP 类 Excel 文件,其中第一个 sheet 或原始文本包含 Sample、QC、Standards 等 Group 分段,并希望按样例格式生成新的汇总 sheet。
Install via ClawdBot CLI:
clawdbot install cantonbio-skill/hcp-data-processGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Sep 29, 2026
A quality control analyst runs HCP ELISA assays and exports instrument results as UTF-16 .xls files. They use this skill to parse Group-segmented data and generate a color-coded summary sheet matching the lab's standard template. This saves manual copy-paste and ensures consistent formatting across batch releases.
A contract research organization processes dozens of HCP result files weekly from multiple instruments. The skill scans a directory of .xlsx and .xls files, extracts MeanResult and CV% for Sample, QC, and Standards groups, and produces _extracted.xlsx copies. Color-coded summary sheets help reviewers quickly identify groups and data rows.
A university lab studies host cell protein impurities in recombinant protein production. They receive HCP data from a core facility in various Excel formats. This skill standardizes extraction and generates a summary sheet with consistent styling, allowing students to focus on data analysis rather than formatting.
During vaccine production, HCP levels are monitored at multiple purification steps. The skill extracts results from instrument exports, handles MeanResult/Meanresult and CV%/CV variations, and creates a summary sheet with light blue group/header rows and light green data rows. This aids trending and batch record documentation.
A biosimilar developer compares HCP profiles between reference and test products across multiple lots. The skill processes directory inputs containing .xlsx and .xlsm files, extracts relevant columns, and generates standardized summary sheets. The color coding distinguishes groups, headers, and blank rows for easy visual inspection.
A cloud platform charges a monthly fee to process HCP instrument files and generate compliant summary reports. The skill can be integrated as a backend service, with users uploading files via a web interface. Revenue scales with the number of samples processed or number of users.
Pharmaceutical companies purchase an annual license to deploy the skill within their secure network, ensuring data never leaves the premises. The license includes maintenance and support for custom template adjustments. This appeals to labs with strict data integrity requirements.
The basic skill is offered free for individual researchers, while advanced features like custom color schemes, additional output formats, or batch automation are paid. Revenue comes from premium upgrades and consulting services for template design.
💬 Integration Tip
Run the provided Python script with a single input path or directory; ensure dependencies like openpyxl and pandas are installed. For .xls UTF-16 files, verify encoding is correct before processing to avoid parsing errors.
Scored Sep 29, 2026
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