What is the problem?
AI 输出不稳定时，常见错误包括反复生成、不固定输入、让 AI 自审、没有验证记录、交付说明过度承诺。本文给出修正步骤。
Quick solution
Treat this as a AI tools troubleshooting issue. First confirm the environment, inputs, permissions, logs, and delivery boundary. Then use the linked deep guide for the full checklist before changing production code or promising a result.
Read the deep guideDetailed steps
- 输入是否固定。
- 版本是否保存。
- 人工审核是否完成。
- 验证证据是否存在。
- 交付说明是否保守。
- 是否需要暂停。
Commands or code
The source article does not include a copyable command block. Do not invent commands here; follow the diagnostic steps in the deep guide and validate changes in the real project environment.
Risk notes
Confirm the real project environment, account permissions, platform rules, and output quality before delivery. Do not ship AI-generated changes without human review, and do not claim indexing, income, deployment success, or ranking improvements without measured evidence.