Preheat the oven to 375°F. Grease a 9"×13" inch pan. Set aside.: Right away you will notice a warm, dry scent as the oven comes up to 375°F , and preheating ensures even baking so the crust browns at the same rate the filling sets. Greasing the 9"×13" inch pan prevents sticking and helps the bars lift cleanly when they cool, which makes cutting much neater. A common mistake is neglecting to fully preheat, which can cause uneven centers while the edges brown too quickly. If you have a metal pan, expect slightly faster browning, so watch the final minutes closely.
In a large bowl, mix together cake mix, oats, brown sugar, and melted butter so that it makes nice clumps and there is no dry mix left. Press just over 1/2 of the oat mixture evenly into the bottom of the prepared baking pan. Stir the pecans into the remaining oat mixture.: As you combine the cake mix , quick cooking oats , light brown sugar , and melted butter , you will feel the mixture transform from powdery to chunky clumps. The clumps are a good visual cue that the fats are distributed and the crumbs will press together. Pressing just over half into the pan creates a sturdy base that will support the jam without becoming soggy. When adding the pecan chips to the leftover crumbs, notice how they toast later in the oven and release a toasty aroma. Avoid over mixing, which can turn the crumbs too compact and reduce the delicate texture you want.
In a separate bowl, mix jam with water, and spread over the crust. Sprinkle the remaining oat mixture evenly over the top.: When you stir raspberry jam with the water , it loosens into a glossy, spreadable consistency with a vibrant color. Spreading it evenly ensures every bite has that bright fruit note, and the remaining oat mixture should be scattered so it covers the jam in a patchy, rustic layer rather than a sealed lid. This helps steam escape and prevents the filling from bubbling over. A frequent slip is using jam that is too thick, which can lead to uneven spreading; thinning it with the water avoids this problem and encourages a smooth finish.
Bake in the preheated oven for 18 to 23 minutes, or until the top is lightly browned. Cool before cutting into bars.: During baking you will smell the butter caramelizing and see the top go from pale to a light golden brown, indicating the oats are toasty and the jam has set. The edges may pull slightly away from the pan, which is another good sign of doneness. Cooling is essential because the jam firms up as it loses heat, making clean slices possible. Cutting too soon will yield squishy bars and uneven slices, so patience is rewarded here. If the top browns too quickly, tent with foil for the remaining time to prevent overbrowning while allowing the center to finish baking.