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
Unified workflow that delegates failed web searches to shell_agent for resilient data gathering, then applies anchored spreadsheet proof gates for verified Excel output
Handle cascading data retrieval tool failures by falling back to embedded knowledge generation
Identify and classify agent failures occurring before execution starts
Identify and handle pre-execution agent failures occurring before any iterations or tool usage
Systematic document generation with unicode sanitization, engine fallback chain, and explicit error diagnosis
Robust document generation with engine fallback chain, error diagnostics, and Python alternatives
Delegate web search tasks to shell_agent when direct search_web tool fails, using its retry mechanism and multi-step capabilities for resilient data gathering
Implement fallback strategies when web-reading tools fail simultaneously
Identify and handle agent failures with 0 iterations as pre-execution system issues
Resilient multi-tier PDF extraction with sequential fallback strategies when initial reading fails
Adaptive polling pattern with exponential backoff on failure, automatic recovery on success, and visibility-aware scheduling
Analyze a reference codebase to discover and extract reusable architectural patterns. Produces structured pattern descriptions that can be turned into standalone skills. This is a meta-skill that bootstraps the skill evolution chain.
Unified dashboard panel pattern combining circuit breaker resilience with enhanced UI features like retry logic, state persistence, and detailed error handling.
Handle code execution failures with fallback strategies and anchored workspace paths
Four-step recovery workflow for code execution failures when inline Python fails
Enhanced dashboard panel component with robust error handling, retry logic, localStorage persistence, and co-located inline helper functions (e.g. timeAgo, statusIcon) for self-contained, import-light panel implementations.
Workaround for executing Python code with external packages when sandbox fails
Fallback pattern for executing Python code when execute_code_sandbox fails
Fallback workflow for executing Python code when execute_code_sandbox fails repeatedly
Generate complex multi-page PDFs by running reportlab Python code directly via run_shell when shell_agent fails on document creation