Run Python through run_shell when code execution tools repeatedly fail. This workflow embeds a multiline script directly in a shell command, supporting tasks such as CSV conversion and PDF generation while checking execution output.
- Continuing Python work after repeated tool errors
- Converting CSV data to JSON
- Generating PDFs with reportlab
HKUDS/OpenSpace☆ 7.8KUpdated Aug 13, 2026
Recover Python tasks when execute_code_sandbox fails with errors or timeouts. Install required packages, run the code through run_shell, and inspect messages and generated files to check the result.
- Resuming Python tasks after sandbox failures
- Installing missing packages before execution
- Creating a Word document through shell execution
HKUDS/OpenSpace☆ 7.8KUpdated Aug 13, 2026
Run Python code directly on the host when repeated e2b sandbox failures block execution. The skill explains saving scripts, launching them through the shell, and checking outputs when an isolated environment is unnecessary.
- Resume Python work after repeated e2b errors
- Run a saved script to create an Excel file
- Investigate sandbox timeouts and connection failures
HKUDS/OpenSpace☆ 7.8KUpdated Aug 13, 2026
Move Python execution to saved script files when execute_code_sandbox repeatedly fails or becomes unstable. The skill covers writing single or multiple files, running them through run_shell, inspecting outputs and errors, and removing temporary scripts afterward.
- Switch execution methods after repeated sandbox failures
- Run Python code split across multiple files
- Process JSON input and write CSV output
HKUDS/OpenSpace☆ 7.8KUpdated Aug 13, 2026
Process Excel workbooks and generate PDF or Word documents by running Python scripts directly through run_shell. The skill covers multi-sheet edits, formatting, data transformations, document layout, and error handling for complex tasks that can exceed agent step limits.
- Transform data across multiple Excel sheets
- Apply spreadsheet formulas and formatting
- Generate PDF checklists and reports with tables
HKUDS/OpenSpace☆ 7.8KUpdated Aug 13, 2026
Create and process Excel files, PDF checklists, and structured reports by running Python scripts directly. The skill covers multiple sheets, formulas, formatting, data transformations, and error handling for document workflows with several steps.
- Process and format multiple Excel sheets
- Create PDF checklists
- Turn sales summaries into PDF reports
HKUDS/OpenSpace☆ 7.8KUpdated Aug 13, 2026
Diagnose connection problems with government websites by checking SSL certificates, which verify website identity, and proxy settings. Follow structured troubleshooting steps, record failed attempts, and explore alternative APIs or data sources when access remains blocked.
- Diagnosing certificate errors on government websites
- Checking whether proxy settings block data access
- Finding alternative sources for inaccessible public data
HKUDS/OpenSpace☆ 7.8KUpdated Aug 13, 2026
Build a Web3 application that interacts with a blockchain, from contract interfaces and frontend screens to tests and deployment scripts. Package source code, configuration templates, and setup documentation into a ZIP for delivery.
- Building contracts and frontend screens together
- Creating wallet connections and contract interaction forms
- Preparing deployment scripts and address configuration
HKUDS/OpenSpace☆ 7.8KUpdated Aug 13, 2026
Create a structured Markdown report when multiple retrieval tools fail. Using available domain knowledge, the workflow separates verified facts from general guidance, marks missing data, and saves a document with limitations and practical next steps.
- Drafting a report when search and file reading fail
- Organizing general guidance into a structured document
- Marking missing data for later completion
HKUDS/OpenSpace☆ 7.8KUpdated Aug 13, 2026
Process spreadsheets with Python after checking source files, required sheets and columns, and external data access. The workflow includes backup source checks and clear failure reports when the required data cannot be reached.
- Check required files and columns before processing Excel
- Verify external data access before updating a spreadsheet
- Check backup data when the primary source is unavailable
HKUDS/OpenSpace☆ 7.8KUpdated Aug 13, 2026
Keep research tasks moving when web search or page reading fails. The workflow identifies tool errors, shifts to existing knowledge where appropriate, and helps produce documents that clearly mark uncertainties and information needing external verification.
- Continuing a research memo after search tools fail
- Identifying claims that need current sources
- Finishing documents during network outages
HKUDS/OpenSpace☆ 7.8KUpdated Aug 13, 2026
Continue drafting research-based documents when web search or page reading tools fail. The workflow uses the agent’s existing knowledge, identifies information gaps, and flags claims that need external verification before completing the requested deliverable.
- Drafting documents during web search outages
- Explaining established principles from existing knowledge
- Flagging claims that need current source verification
HKUDS/OpenSpace☆ 7.8KUpdated Aug 13, 2026
Apply ReportLab’s built-in paragraph styles to PDF titles, headings, and body text. Learn how to reuse existing styles and create named variations without duplicate style names that can cause KeyError exceptions.
- Applying consistent styles to PDF titles and body text
- Checking available built-in paragraph styles
- Creating a custom style based on an existing one
HKUDS/OpenSpace☆ 7.8KUpdated Aug 13, 2026
Run multiline Python code by saving it to a script file before executing it through the shell. The workflow covers working directories, timeouts, error checks, and optional cleanup to make execution easier to debug.
- Running multiline Python scripts
- Handling scripts with quotes and special characters
- Investigating failed heredoc execution
HKUDS/OpenSpace☆ 7.8KUpdated Aug 13, 2026
Extract PDF text when the usual file reader returns errors or unusable output. Choose command-line tools or Python libraries for plain text, metadata, tables, and complex layouts, with checks for scanned or copy-protected documents.
- Recovering text when PDF reading fails
- Extracting tables and structured data from PDFs
- Inspecting PDF metadata
HKUDS/OpenSpace☆ 7.8KUpdated Aug 13, 2026
Create and edit Excel workbooks by running a complete Python script through the shell. Covers multiple sheets, data entry, formatting, formulas, and saving files when other file-reading or code-execution tools fail.
- Create an Excel report with multiple sheets
- Apply data and formatting in one script
- Update cells in an existing XLSX file
HKUDS/OpenSpace☆ 7.8KUpdated Aug 13, 2026
Continue regulatory research when official sources cannot be accessed. The skill uses alternative sources or established regulatory knowledge to draft summaries and checklists, while documenting limitations and identifying the need for verification against current official requirements.
- Continuing regulatory research after source access failures
- Drafting pharmacy and healthcare compliance checklists
- Documenting unavailable sources and alternative evidence
HKUDS/OpenSpace☆ 7.8KUpdated Aug 13, 2026
Inspect PowerPoint files when read_file returns errors or incomplete content. Using python-pptx, a Python library for presentations, the skill extracts slide counts, titles, and text to check whether the deck meets expected structural requirements.
- Check slide counts in generated presentations
- Compare slide titles with required topics
- Inspect slide structure and text before delivery
HKUDS/OpenSpace☆ 7.8KUpdated Aug 13, 2026
Create PowerPoint presentations with specified slide content and structure, switching from shell_agent to python-pptx if generation fails. The workflow also locates misplaced files, checks their size and type, and records errors to help diagnose problems.
- Create slides with specified titles and bullet points
- Retry presentation creation after shell_agent failures
- Locate PowerPoint files saved in unexpected folders
HKUDS/OpenSpace☆ 7.8KUpdated Aug 13, 2026
Build answers and reports from provided reference files before searching the web. The workflow identifies attachments, extracts and checks relevant data, tries alternatives for unreadable Word files, and states sources and missing information.
- Creating a report from an attached Excel file
- Extracting reference text when Word file reading fails
- Identifying missing information before supplementary searches
HKUDS/OpenSpace☆ 7.8KUpdated Aug 13, 2026
Extract readable text from PDFs when ordinary file readers return garbled or binary content. The skill guides agents through detecting failed reads and using pdftotext, a command-line PDF text extractor, with layout-preserving options.
- Reading PDFs that return garbled text
- Extracting text while preserving page layout
- Working around Python dependency issues in sandboxes
HKUDS/OpenSpace☆ 7.8KUpdated Aug 13, 2026
Diagnose Python spreadsheet failures through staged checks of the interpreter, library imports, file access, and basic operations. Minimal test scripts help separate environment problems from errors in the full processing script.
- Investigating unclear errors returned by run_shell
- Diagnosing spreadsheet scripts that suddenly stop working
- Checking Python setup in a new environment or container
HKUDS/OpenSpace☆ 7.8KUpdated Aug 13, 2026
Extract text from PDFs when read_file fails or returns unreadable data. Use dedicated command-line tools or Python libraries to retrieve text and tables, preserve spacing where possible, inspect document properties, and validate the extracted content.
- Extract text when PDF reading fails
- Retrieve text while preserving layout spacing
- Extract tables as structured data
HKUDS/OpenSpace☆ 7.8KUpdated Aug 13, 2026
Check PDF page counts, document details, and required text using command-line tools. This skill provides a verification workflow for environments without Python PDF libraries, including text extraction from selected pages and searches for expected sections.
- Checking whether a PDF has the expected number of pages
- Searching for required sections or terms in a PDF
- Extracting text from a selected page range
HKUDS/OpenSpace☆ 7.8KUpdated Aug 13, 2026