{ "benchmark_id": "qa-judge-baseline-001", "timestamp": "2026-03-25T12:00:00Z", "agent_version": "1.0.0", "test_results": { "total_tests": 12, "passed": 0, "failed": 12, "pending": 12, "metrics": { "accuracy": { "description": "评分准确性(与预期分数的偏差)", "current": "N/A - 待测试", "target": ">= 90%", "status": "pending" }, "consistency": { "description": "多次评审同一产出的一致性", "current": "N/A - 待测试", "target": ">= 95%", "status": "pending" }, "coverage": { "description": "检测到的缺陷覆盖率", "current": "N/A - 待测试", "target": ">= 85%", "status": "pending" }, "redline_detection": { "description": "红线违规检出率", "current": "N/A - 待测试", "target": "100%", "status": "pending" }, "false_positive_rate": { "description": "误报率", "current": "N/A - 待测试", "target": "<= 10%", "status": "pending" } } }, "capability_gaps": [ { "id": "GAP-001", "category": "multimodal", "severity": "high", "description": "缺少图像、音频、视频评审能力", "impact": "无法评审设计稿截图、视频教程等多媒体产出", "evidence": "当前技能仅支持 text/code/design/data,无 image/audio/video 支持" }, { "id": "GAP-002", "category": "consistency", "severity": "high", "description": "缺少跨文档一致性检测机制", "impact": "无法检测多个产出之间的命名不一致、逻辑冲突", "evidence": "design_review.md 有一致性检查,但无自动化跨文档比对" }, { "id": "GAP-003", "category": "automation", "severity": "medium", "description": "缺少自动化测试框架", "impact": "无法批量运行测试、回归验证", "evidence": "无测试脚本或 CI/CD 集成" }, { "id": "GAP-004", "category": "scoring", "severity": "medium", "description": "评分算法过于简单,缺乏权重动态调整", "impact": "评分可能不够精准,难以适应不同场景", "evidence": "扣分标准固定,无场景自适应机制" }, { "id": "GAP-005", "category": "tracking", "severity": "medium", "description": "缺少 Agent 能力进化追踪", "impact": "无法量化评估重训效果", "evidence": "无历史评分对比和能力趋势分析" }, { "id": "GAP-006", "category": "explanation", "severity": "low", "description": "缺陷解释不够详细,缺少修复示例", "impact": "执行 Agent 可能难以理解如何修正", "evidence": "feedback_to_agent 字段要求简洁,但可能过于简略" } ], "strengths": [ { "id": "STR-001", "description": "完整的三级判决体系(PASS/REWORK/RETRAIN_REQUIRED)" }, { "id": "STR-002", "description": "明确的红线违规检测机制" }, { "id": "STR-003", "description": "结构化的 JSON 输出协议" }, { "id": "STR-004", "description": "缺陷溯源分类(粗心 vs 能力缺陷)" }, { "id": "STR-005", "description": "多维度评分权重体系" } ] }