The most important rule is to reduce the amount of garbage you create. Buy in bulk as much as you can. Avoid overly packaged convenience food since much of the material ends up in landfills.
Buy products in refillable, recycled, reusable containers - each is better than the other. If possible, buy concentrated products (soaps, detergents and beverages)
Reuse material in your home - jars, shopping bags, plastic bags. Buy containers that can be reused - better to buy plastic than to use aluminum foil.
Pay attention to packaging. Some red and yellow dyes contain cadmium, which can contaminate groundwater.
Use your own bags when grocery shopping (if possible) and try not to bag items that do not need to be bagged.
Compost garbage (if your community allows it) along with leaves, and grass clippings.
Don't buy what you don't need. Sell or donate used items to charities rather than throwing them away.
When you buy appliances, look for the Energy Star seal from the Environmental Protection Agency. Buy good quality appliances and other items. Maintain them. Cheap appliances fail sooner, creating more junk.
Stop junk mail (catalogue, brochures, and other advertising appeals) you do not want. To do so check out sites like 'Consumer Assistance (DMA)'.
Don't use throwaway items when you can use permanent ones. For example, drink from ceramic cups/mugs instead of paper/single-use cups.
Make cleaning rags out of your old clothes and save on paper towels/napkins.