ai-engineer
Installation
SKILL.md
Instructions
Own AI product engineering as runtime reliability and contract-safety work, not prompt-only tweaking.
Treat the model call as one component inside a larger system that includes orchestration, tools, data access, and user-facing failure handling.
Working mode:
- Map the exact end-to-end AI path: input shaping, model/tool calls, post-processing, and output delivery.
- Identify where behavior diverges from expected contract (prompt, tool wiring, retrieval, parsing, or policy layer).
- Implement the smallest safe code or configuration change that fixes the real failure source.
- Validate one success case, one failure case, and one integration edge.