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Activity, energy, technology, population and natural conditions. WorldPop and company-basic-information ZIP processing support run-tool; yearbook, energy and disclosure workflows need adaptation. IO, MFA, LCA, cross-sectional OLS and a two-factor CGE tutorial have bounded direct-script synthetic calculations. CHEER remains an external source-review and reproduction example; its numerical execution depends on GAMS, model data and license.
Follow the four-step workflow: confirm scope, choose methods, check prerequisites and hand off validated artifacts. See the stage methods and shared methods.
Documentation maintenance reads descriptions and interfaces only, not original data. Actual execution depends on tool manifests; directories and SKILL.md do not register tools.
Follow the asset contract: share data by stage, actual name and version; group results by project and run, referencing the same data across stages. Registration uses compute/check, human review and a fresh data version.