spring-ai-alibaba Debug
Use this skill when the user wants help diagnosing a current OMQ/Claude-Code session problem, workflow breakage, or confusing runtime behavior.
Goal
Find the real failure signal quickly and explain the next corrective step.
Workflow
- Read the user’s issue description carefully.
- Inspect the most relevant local evidence first:
- trace tools
- state tools
- notepad / project memory when relevant
- failing tests or commands
- Reproduce the issue narrowly if possible.
- Distinguish symptoms from root cause.
- Recommend the smallest next fix or verification step.
Rules
- Prefer real evidence over guesses.
- Use the trace/state surfaces when the issue involves orchestration, hooks, or agent flow.
- If the issue is actually a product/runtime bug rather than app code, say so plainly.
- Do not prescribe broad rewrites before isolating the failure.
Output
- Observed failure
- Root-cause hypothesis
- Evidence for that hypothesis
- Smallest next action