Individual skill
resilient-research-workflow
Unified workflow that delegates failed web searches to shell_agent for resilient data gathering, then applies anchored spreadsheet proof gates for verified Excel output
benchmarks/gdpval/skills/spreadsheet-proof-gate-merged/SKILL.md
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- Last checked
- Nov 2, 2026
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- Repository last updated
- Nov 6, 2026
- License
- MIT
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- operations Derived category
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- research Derived category
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# Resilient Research-to-Spreadsheet Workflow
Use this skill when you must gather web-based information AND produce verified Excel workbooks, with particular emphasis on handling tool failures gracefully and proving final outputs against explicit criteria.
This skill combines:
- **Phase A**: Resilient web research with automatic failure detection and shell_agent delegation
- **Phase B**: Research data validation before spreadsheet integration
- **Phase C**: Anchored spreadsheet proof gate for workbook creation/editing
- **Cross-phase gates**: Explicit handoff criteria between research and spreadsheet phases
This is an end-to-end workflow skill. It requires:
- autonomous retry logic for web research (via shell_agent when needed)
- direct Python verification of research outputs