Run and test Python code in a dedicated playground directory. Use when you need to execute Python scripts, test code snippets, investigate CPython behavior, or experiment with Python without affecting the main codebase.
Execute structured task plans with status tracking. Use when the user provides a plan file path in the format `plans/{current-date}-{task-name}-{version}.md` or explicitly asks you to execute a plan file.
Zsh scripting expert — explain Zsh-specific syntax, parameter expansions, array operations, and idioms in detail
Browser automation with persistent page state. Use when users ask to navigate websites, fill forms, take screenshots, extract web data, test web apps, or automate browser workflows. Trigger phrases include "go to [url]", "click on", "fill out the form", "take a screenshot", "scrape", "automate", "test the website", "log into", or any browser interaction request.
Fallback pattern for executing Python code when execute_code_sandbox fails
Fallback workflow for executing Python code when execute_code_sandbox fails repeatedly
Generate complete medical SOAP notes with all four sections in a single comprehensive file write operation
Clarifies that file creation tasks are complete when the deliverable is successfully written—no submission step required
Generate complex multi-page PDFs by running reportlab Python code directly via run_shell when shell_agent fails on document creation
Use run_shell with python-docx as reliable fallback when read_file fails on .docx files
Use shell_agent as fallback when execute_code_sandbox fails for Excel file operations
Create Excel files with openpyxl by falling back to shell-based Python heredoc when sandbox execution fails
Create Excel files with openpyxl by falling back to run_shell with inline Python heredoc when execute_code_sandbox fails
Fallback from execute_code_sandbox to run_shell when e2b sandbox is unavailable
Fallback workflow for running code via file write and shell when sandbox execution fails
Use run_shell as fallback when execute_code_sandbox or shell_agent fail on filesystem operations
Reliable Python execution workflow when execute_code_sandbox or shell_agent fail
Use run_shell with Python heredoc when execute_code_sandbox or read_file fail
Two-step script execution workflow for debugging when shell_agent and execute_code_sandbox consistently fail
Use run_shell with inline Python as a fallback when execute_code_sandbox fails for openpyxl/spreadsheet operations
Generate structured PDF documents with tables, sections, and scoring using Python libraries in execute_code_sandbox
Reliable PDF generation using shell-based Python execution when sandbox fails
