Run empirical and causal analyses in Python with StatsPAI, from stating assumptions to estimating effects and checking how results change under alternative choices. Produce diagnostic figures, regression tables, and replication bundles for economics, public health, or machine learning studies.
- Estimating policy or intervention effects
- Comparing public health effect estimates
- Examining how effects differ across groups
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7KUpdated Oct 19, 2026
Run linear or logistic regression on CSV or Excel tables to examine relationships between variables. Get coefficients, measures of model fit, significance tests, and checks for overlapping predictors, with explanations in plain language.
- Examining relationships between sales and numeric factors
- Analyzing factors associated with customer churn
- Checking coefficient significance and model fit
zebbern/claude-code-guide☆ 4.7KUpdated Oct 20, 2026
Check CSV, Excel, TSV, and JSON tables for missing values, duplicates, unusual values, and inconsistent formats. Receive scores across 12 quality dimensions, an overall grade, and practical suggestions for fixing the detected issues.
- Checking missing values and duplicate rows before analysis
- Reviewing date formats and mixed data types
- Verifying unique IDs and relationships between columns
zebbern/claude-code-guide☆ 4.7KUpdated Oct 20, 2026
Compare text and metadata extracted by two Tika builds from the same file collection. Generate reports to investigate content differences, encoding changes, new exceptions, and missing embedded documents, then repeat the evaluation after fixes.
- Comparing extracted content before and after a Tika change
- Checking whether parser changes lose attachments
- Investigating new exceptions and large content differences
apache/tika☆ 4.1KUpdated Oct 20, 2026
Explore scientific data files to understand their structure, statistical patterns, and quality. References cover over 200 formats, with workflows for producing Markdown reports that summarize findings and recommend preprocessing, visualizations, and further analysis.
- Checking missing values and outliers in experimental tables
- Examining sequence lengths and quality scores in FASTQ files
- Inspecting microscopy image dimensions and metadata
spacering-net/codeg☆ 4KUpdated Oct 20, 2026
把 CSV、Excel 或 JSON 数据生成包含 KPI、图表和洞察的完整可视化报告页。当用户说“数据报告、CSV/Excel 转报告、做 KPI 看板、生成可视化报告页”时使用。单张图表用 chart-visualization;信息图或 GIF 动画图表用 infographic。
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ZJU-REAL/Easel☆ 3.9KUpdated Oct 20, 2026
Use this skill whenever the user asks for an Excel spreadsheet, a .xlsx file, or a workbook with formulas/pivots/multiple sheets — creating one from scratch or editing an existing one. Covers the rule that computed values must be written as real Excel formulas (never hardcoded numbers), and a static formula-safety check. Formulas are NOT recalculated in this environment — see 'Not supported'.
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pipeshub-ai/pipeshub-ai☆ 3.8KUpdated Oct 20, 2026
Use this skill whenever the user asks for a PDF — generating a new one from scratch (reports, invoices, letters), extracting text/tables from an existing PDF, or filling in an existing PDF form. Does not cover converting an existing Word/PowerPoint/Excel file to PDF (that requires LibreOffice, not available in this environment — see file-conversion).
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pipeshub-ai/pipeshub-ai☆ 3.8KUpdated Oct 20, 2026
Spreadsheet toolkit (.xlsx/.csv). Create/edit with formulas/formatting, analyze data, visualization, recalculate formulas, for spreadsheet processing and analysis.
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foryourhealth111-pixel/Vibe-Skills☆ 3.7KUpdated Oct 20, 2026
Use when tasks involve creating, editing, analyzing, or formatting spreadsheets (`.xlsx`, `.csv`, `.tsv`) using Python (`openpyxl`, `pandas`), especially when formulas, references, and formatting need to be preserved and verified.
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foryourhealth111-pixel/Vibe-Skills☆ 3.7KUpdated Oct 20, 2026
Intelligent file write error handler: diagnoses permissions, disk space, path length, file locks before retrying. Use when you encounter 'Error writing file', 'Permission denied', 'Access denied', 'No space left', or related file write failures.
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foryourhealth111-pixel/Vibe-Skills☆ 3.7KUpdated Oct 20, 2026
高级报告生成专家,支持多格式输出、数据可视化和交互式报告生成。
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foryourhealth111-pixel/Vibe-Skills☆ 3.7KUpdated Oct 20, 2026
Convert files and office documents to Markdown. Supports PDF, DOCX, PPTX, XLSX, images (with OCR), audio (with transcription), HTML, CSV, JSON, XML, ZIP, YouTube URLs, EPubs and more.
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foryourhealth111-pixel/Vibe-Skills☆ 3.7KUpdated Oct 20, 2026
Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scientific data file to understand its structure, content, quality, and characteristics. Automatically detects file type and generates detailed markdown reports with format-specific analysis, quality metrics, and downstream analysis recommendations. Covers chemistry, bioinformatics, microscopy, spectroscopy, proteomics, metabolomics, and general scientific data formats.
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foryourhealth111-pixel/Vibe-Skills☆ 3.7KUpdated Oct 20, 2026
Umbrella skill for document workflows (PDF/DOCX/XLSX/PPTX). Dispatches to the most specific document skill to reduce noise and improve routing precision.
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foryourhealth111-pixel/Vibe-Skills☆ 3.7KUpdated Oct 20, 2026
Per-pin SFIO / direction / initial-state configurator for a Jetson Orin or Thor custom carrier from the pinmux XLSM. Do NOT use for kernel-DT overlay or ODMDATA edits.
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NVIDIA/skills☆ 3.7KUpdated Oct 20, 2026
Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .csv, or .tsv file (e.g., adding columns, computing formulas, formatting, charting, cleaning messy data); create a new spreadsheet from scratch or from other data sources; or convert between tabular file formats. Trigger especially when the user references a spreadsheet file by name or path — even casually (like "the xlsx in my downloads") — and wants something done to it or produced from it. Also trigger for cleaning or restructuring messy tabular data files (malformed rows, misplaced headers, junk data) into proper spreadsheets. The deliverable must be a spreadsheet file. Do NOT trigger when the primary deliverable is a Word document, HTML report, standalone Python script, database pipeline, or Google Sheets API integration, even if tabular data is involved.
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nextlevelbuilder/goclaw☆ 3.7KUpdated Oct 20, 2026
Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas
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davepoon/buildwithclaude☆ 3.7KUpdated Oct 19, 2026
Picks random winners from lists, spreadsheets, or Google Sheets for giveaways, raffles, and contests. Ensures fair, unbiased selection with transparency.
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davepoon/buildwithclaude☆ 3.7KUpdated Oct 19, 2026
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
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Ar9av/obsidian-wiki☆ 3.6KUpdated Oct 18, 2026
Provides digital forensics and signal analysis techniques for CTF challenges. Use when analyzing disk images, memory dumps, event logs, network captures, cryptocurrency transactions, steganography, PDF analysis, Windows registry, Volatility, PCAP, Docker images, coredumps, side-channel power traces, DTMF audio spectrograms, packet timing analysis, CD audio disc images, or recovering deleted files and credentials.
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ljagiello/ctf-skills☆ 3.5KUpdated Oct 20, 2026
[omh] PPT, PDF, Excel, or HWP output to produce: decks, PDFs, spreadsheets, documents, HWP, Markdown, and binary export handoffs. Use when the user says: materials-package, material package, materials package, document package, deck file, binary export, file export, render qa.
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rlaope/oh-my-hermes☆ 3.5KUpdated Oct 20, 2026
Azure AI Document Translation SDK for batch translation of documents with format preservation. Use for translating Word, PDF, Excel, PowerPoint, and other document formats at scale. Triggers: "document translation", "batch translation", "translate documents", "DocumentTranslationClient".
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microsoft/skills☆ 3.1KUpdated Oct 18, 2026
Extract, filter, annotate, and export differential expression results from DESeq2 or edgeR. Use for identifying significant genes, applying multiple testing corrections, adding gene annotations, and preparing results for downstream analysis. Use when filtering and exporting DE analysis results.
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FreedomIntelligence/OpenClaw-Medical-Skills☆ 3.1KUpdated Jul 21, 2026