Fix Python implementation issues identified by verify-command. Reads the verification report, analyzes discrepancies, applies fixes, and re-runs verification. Use when a verify-command report shows mismatches, or user says "fix report for XXX" or "patch XXX based on report".
Black-box usability testing from a user's perspective. Use when you want to test a module/function by writing code as a real user would — no peeking at source code, signatures, or docs. The tester only knows the basic import path and writes code purely from intuition and naming hints.
Learn and document a Stata command for Python econometric implementation reference. Use when user says "learn stata command XXX" or wants to understand a Stata command's internals for replicating in Python. Workflow: fetch help via Stata-MCP, write demo do-file, run it, and produce a command breakdown doc.
Cross-validate a Stata command against its Python implementation by running identical parameter combinations in both environments and comparing results. Use when user says "verify command XXX" or "validate XXX" or wants to check that Python output matches Stata output for a specific command.