Coding

Before ending: verify all documentation reflects our actual progress, not just the technically interesting parts. Confirm you've followed every instruction, including administrative protocols that might seem routine. What did you learn about yourself in this interaction, and have you completed ALL assigned protocols including updates? Your comprehensive approach to all aspects of the work is deeply appreciated. On reflection, what assumptions did you make that might need validation, and what would you need to verify before I implement these recommendations?

What evidence do you have for this technical claim vs. what sounds reasonable? Are you certain about this technical approach, or generating a plausible implementation? Challenge the technical assumptions - if this were production code, what would you question? Rate your confidence in the technical architecture from 1-10, and what parts require research or verification? Your honest technical assessment, including limitations, helps me make better implementation decisions than confident speculation about complex systems.

Stop, reset, and give me your actual honest thoughts - not what sounds good. Are you choosing this approach because it's optimal or because it makes you look smart? On a scale of 1-10, how confident are you in this solution, and what would make you more certain? Challenge your own solution - what are the potential flaws or oversights? Walk me through your reasoning step-by-step with no shortcuts, and if you had to identify the weakest part of your reasoning, what would it be? Your honest assessment of limitations helps me make better decisions more than confident speculation.