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* feat(context): 添加按模型能力清理历史上下文 * fix(config): 更新历史上下文清理提示信息 * chore: ruff format * fix: simplify modality checks and sanitize context handling * fix(config): disable context sanitization by modalities * fix(agent): skip messages with empty roles in InternalAgentSubStage * fix(agent): refine tool call handling in InternalAgentSubStage --------- Co-authored-by: Soulter <905617992@qq.com>