mikeparcewski

v11 work-shape archetype runner. When a prompt has been routed to one of the archetypes (triage, explore, specify, decide, ship, review, incident, build, migrate, modernize), this skill is the entry point. It picks the right per-archetype playbook from refs/ and executes the phase shape declared in…

Use when profiling a dataset's structure, validating it against a schema, or generating a data quality report (completeness, uniqueness, validity constraints). Runs the data_profiler.py and schema_validator.py scripts. NOT for exploratory pattern analysis (use data/analysis) or SQL queries (use dat…