Turn the official prompting guidance into a checklist for role, context, constraints, format, and acceptance. The source does not provide one complete reusable prompt.
Prepare
Task goal, Role and context, Constraints and format, Acceptance criteria
Use the Kimi API guide to connect task decomposition, tool schemas, loop control, permissions, and final checks; tools are not configured automatically in Tabbit.
Real-world coding: close on simple tasks, weaker on trap tasks
Coding-agent observation using identical GitHub issues, plan-build-validate stages, and a 70-point rubric.
Evidence
Independent measurement
Boundary
Does not generalize roughly 64/70 simple-task, just-over-60 complex-task, or about 36% trap-task failure results into a general coding success rate; OpenRouter pricing is only a source snapshot.