القائمة
Installing and using common Python packages in SkillBench containers. Covers scientific computing, data analysis, and file format libraries.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Keyboard shortcuts for common desktop applications — LibreOffice, GIMP, Chrome, Thunderbird, VS Code.
When to prefer GUI mouse clicks over keyboard shortcuts — especially for formatting, multi-step visual tasks, and cross-application workflows.
General GUI navigation patterns for desktop environments — finding elements, interacting with menus, and handling dialogs.
How to interpret accessibility tree elements and correlate them with screenshot regions for accurate GUI interaction.
Verification patterns to confirm task completion before submitting. Read this before calling submit().
Workarounds for bot detection, CAPTCHA, 403 errors, and Cloudflare challenges when browsing the web.
| name | python-packages |
| description | Installing and using common Python packages in SkillBench containers. Covers scientific computing, data analysis, and file format libraries. |
Containers run as root. Always use --break-system-packages:
pip3 install --break-system-packages <package>
pip3 install --break-system-packages pandas numpy openpyxl xlsxwriter
pandas: DataFrames, CSV/Excel/JSON I/Onumpy: Numerical arrays, linear algebra, statisticsopenpyxl: Read/write Excel .xlsx filesxlsxwriter: Write Excel with formattingpip3 install --break-system-packages scipy scikit-learn matplotlib
scipy: Optimization, interpolation, signal processing, statisticsscikit-learn: ML models, preprocessing, metricsmatplotlib: Plotting (use Agg backend: import matplotlib; matplotlib.use('Agg'))pip3 install --break-system-packages python-pptx python-docx Pillow PyPDF2 pyyaml
python-pptx: PowerPoint filespython-docx: Word documentsPillow: Image processingPyPDF2 or pypdf: PDF readingpyyaml: YAML parsingpip3 install --break-system-packages requests beautifulsoup4 lxml
pip3 install --break-system-packages shapely geopandas # GIS
pip3 install --break-system-packages obspy # Seismology
pip3 install --break-system-packages rdkit-pypi # Chemistry (may need conda)
pip3 install --break-system-packages astropy # Astronomy
Before installing, check what's available:
pip3 list 2>/dev/null | head -40
python3 -c "import pandas; print(pandas.__version__)" 2>/dev/null
matplotlib.use('Agg') before importing pyplotapt-get update && apt-get install -y libgdal-dev for geopandasgcc: apt-get install -y build-essential