OpenSpace

Create or edit Excel workbooks with openpyxl-specific pitfall handling, anchored preflight audit, and deterministic post-write proof that every criterion is sat

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Use direct Python execution for reliable spreadsheet operations instead of shell_agent

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Use a deterministic Python/openpyxl inspection pass to verify workbook structure, counts, marked rows, and output-file existence when delegated spreadsheet summ

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Edit Excel workbooks only after anchored preflight audit, then require deterministic Python/openpyxl post-write proof that every requested criterion is satisfie

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Execute Python scripts from files for reliable spreadsheet operations, avoiding heredoc issues with shell_agent

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Execute Python scripts for spreadsheet operations with mandatory source data validation and fallback protocols

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Create and modify Excel workbooks with mandatory deterministic Python verification of workbook structure, required sheets, populated columns, and sample counts

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Execute Python scripts for spreadsheets with prerequisite data validation and source accessibility checks

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Systematic debugging workflow for SSL/proxy connectivity issues with government and institutional websites

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Systematic workflow for troubleshooting SSL/proxy connectivity issues with government websites

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Systematic approach to diagnosing and resolving SSL/proxy connectivity issues with restricted websites

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Create coordinated internal/external documents from reference materials with consistent formatting and cross-references

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Verify output format, file coverage, and task alignment before completing

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Generate spreadsheets, diagrams, and PDF reports with iteration budgeting and error recovery

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Generate spreadsheets, diagrams, and PDF reports in a phased workflow with explicit iteration budgets and error recovery

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Fallback workflow for reliable file creation and verification when automated code execution fails

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Ensure all required output files are created and verified before marking a task complete

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Verify task completion by checking filesystem state when execute_code_sandbox or run_shell return misleading unknown errors

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Implement fallback strategies when web-reading tools fail simultaneously

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Systematic full-stack Web3 build with mandatory packaging and delivery phase

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Systematic approach to building full-stack Web3 applications layer by layer

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