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Health, economic, distributional, ecological, agricultural and climate impacts of pollution/environmental change. GBD has a controlled adapter; one website query/download passed content checks, while real runner acquisition remains unverified. Health calculations/plots are templates; complete cost/distribution workflows need adaptation.
Begin with the login/minimal-query guide. Data provenance, uncertainty, counts/rates and age standardization live in the method. Check website access and task CDP prerequisites separately.
Reference stage 03 stations for concentration observations; they do not directly replace exposure or health calculations.
Reference ERA5 and CAMS in stage 01 for covariates/gridded composition. These acquisition references require time/space and representativeness checks; do not duplicate workflows or automatically chain a health model.
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.
Ecology, agriculture and climate impacts currently provide scope navigation only. Select receptors, indicators, methods and evidence manually; no dedicated executor exists. Natural conditions are upstream drivers in 01 and evaluated responses here.
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.