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Quality framework
Practical controls designed to improve traceability, consistency and usability.
Source control
Source title, URL, publication date, access date and source type are recorded where applicable.
Data control
Names, dates, amounts, units, categories and duplicate records are checked.
Analytical control
Facts, inference, recommendations and uncertainty are clearly distinguished.
Delivery control
Scope, disclaimers, file integrity, links and client-facing language are reviewed.
Version control
GitHub, change logs and named releases support reproducibility and rollback.
Confidentiality
Project information is handled according to agreed confidentiality requirements.