research

How to answer Singapore carpark, free and night parking, traffic camera, public holiday and hawker centre closure questions with the Singapore tools.

How to read NEA rain radar with sg_rain and describe where rain is, where it went and where it is heading for a location.

How to read and present NEA weather, rain, air quality, UV, heat stress and alert results for one Singapore region.

The data.gov.sg datasets the Singapore agent may query with sg_dataset, with their fields and query recipes.

How to present LTA bus arrivals, bus stop lookups, MRT service status and traffic incidents for Singapore.

How to update the subscription tracker from invoices that gathering matched, with host-checked invoice evidence, price-change reporting and owner authorisation.

Rules for recording, matching and reporting saved subscriptions and recurring bills, their dates, provenance and opt-in reminders.

Evidence-backed fit and minimum useful preparation for any requested set of roles.

Capture personal information and use connected daily tools faithfully.

Track substantial work, changing scope, and resumable progress.

Compare evidence and explain conclusions without overstating certainty.

Find original public sources and assess whether they support the exact assigned question.