交叉验证
#64
赵
赵鹏飞
学历-经验时间线
gap_years
0
timeline_ok
是
graduation_year
2022
years_experience
4
estimated_work_start
2022
expected_graduation_start
2044
技能-项目一致性
得分
100
声称技能 (25)
C
C++
鸿蒙系统框架开发
Chromium内核渲染流程
后台应用管控
灭屏待机服务
待机功耗优化
Web组件
帧率优化
渲染问题定位
同层渲染
SurfaceLayer
systrace
render doc
LangGraph
Graph RAG
Neo4j
向量数据库
图向量混合检索
智能路由
Small-to-Big
Langfuse
LLM性能观测
状态机
策略模式
项目中验证 (15)
Web组件
Neo4j
智能路由
Langfuse
C
灭屏待机服务
向量数据库
帧率优化
render doc
cgroup分组
状态机
Small-to-Big
策略模式
LangGraph
LLM性能观测
仅在摘要中 (10)
C
C++
Chromium内核渲染流程
后台应用管控
Web组件
渲染问题定位
LangGraph
Graph RAG
Neo4j
Langfuse
无证据 (7)
鸿蒙系统框架开发
待机功耗优化
同层渲染
SurfaceLayer
Small-to-Big
LLM性能观测
CPU频点
矛盾/可疑信号
timeline_anomaly
medium
毕业2022年，经验4.0年，推算开始工作年份与预期毕业年份偏差0年
建议：核实是否有中断、转行或教育经历不完整
完整原始数据
{
"id": 64,
"mysql_resume_id": 73,
"screening_id": 64,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C",
"C++",
"鸿蒙系统框架开发",
"Chromium内核渲染流程",
"后台应用管控",
"灭屏待机服务",
"待机功耗优化",
"Web组件",
"帧率优化",
"渲染问题定位",
"同层渲染",
"SurfaceLayer",
"systrace",
"render doc",
"LangGraph",
"Graph RAG",
"Neo4j",
"向量数据库",
"图向量混合检索",
"智能路由",
"Small-to-Big",
"Langfuse",
"LLM性能观测",
"状态机",
"策略模式"
],
"consistency_score": 100,
"skills_in_summary_only": [
"C",
"C++",
"Chromium内核渲染流程",
"后台应用管控",
"Web组件",
"渲染问题定位",
"LangGraph",
"Graph RAG",
"Neo4j",
"Langfuse"
],
"skills_without_evidence": [
"鸿蒙系统框架开发",
"待机功耗优化",
"同层渲染",
"SurfaceLayer",
"Small-to-Big",
"LLM性能观测",
"CPU频点"
],
"skills_verified_in_projects": [
"Web组件",
"Neo4j",
"智能路由",
"Langfuse",
"C",
"灭屏待机服务",
"向量数据库",
"帧率优化",
"render doc",
"cgroup分组",
"状态机",
"Small-to-Big",
"策略模式",
"LangGraph",
"LLM性能观测"
]
},
"education_timeline": {
"gap_years": 0,
"timeline_ok": true,
"graduation_year": 2022,
"years_experience": 4,
"estimated_work_start": 2022,
"expected_graduation_start": 2044
},
"salary_location_check": null,
"skill_level_contradictions": null,
"overall_consistency": 100,
"flags": [
{
"type": "timeline_anomaly",
"detail": "毕业2022年，经验4.0年，推算开始工作年份与预期毕业年份偏差0年",
"severity": "medium",
"suggested_check": "核实是否有中断、转行或教育经历不完整"
}
],
"created_at": "2026-06-29T10:06:40.000000Z",
"resume": {
"id": 73,
"resource_id": 73,
"source_text_sha256": "cc97794ee78933885ee66e33fe81bec9b2b237b816afaa5d2182031d528f183e",
"target_role": "C++",
"candidate_name": "赵鹏飞",
"age": 28,
"phone": "18215622795",
"email": "3101126494@qq.com",
"wechat": "",
"location": "上海",
"highest_degree": "硕士",
"school": "电子科技大学",
"major": "信息与通信工程",
"graduation_year": 2022,
"years_experience": 4,
"current_company": "华为技术有限公司",
"current_title": "C\/C++",
"skills_json": [
"C",
"C++",
"鸿蒙系统框架开发",
"Chromium内核渲染流程",
"后台应用管控",
"灭屏待机服务",
"待机功耗优化",
"Web组件",
"帧率优化",
"渲染问题定位",
"同层渲染",
"SurfaceLayer",
"systrace",
"render doc",
"LangGraph",
"Graph RAG",
"Neo4j",
"向量数据库",
"图向量混合检索",
"智能路由",
"Small-to-Big",
"Langfuse",
"LLM性能观测",
"状态机",
"策略模式",
"线程优先级",
"cgroup分组",
"CPU频点"
],
"summary": "赵鹏飞，硕士毕业于电子科技大学信息与通信工程专业，本科为电子科技大学网络工程专业。拥有4年C\/C++开发经验，2022年7月至今在华为技术有限公司工作，参与鸿蒙系统后台应用管控、灭屏待机服务、Web组件帧率优化和渲染问题定位。熟悉Chromium内核渲染流程，使用systrace、render doc进行性能分析，并有Graph RAG、LangGraph、Neo4j、向量数据库和Langfuse相关项目经验。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/3599fae83d00a358_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/3599fae83d00a358_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T07:38:06.000000Z",
"updated_at": "2026-06-29T12:57:02.000000Z",
"deleted_at": null
},
"screening": {
"id": 64,
"mysql_resume_id": 73,
"candidate_name": "赵鹏飞",
"age": 28,
"highest_degree": "硕士",
"school": "电子科技大学",
"years_experience": 4,
"location": "上海",
"current_company": "华为技术有限公司",
"skills": [
"C",
"C++",
"鸿蒙系统框架开发",
"Chromium内核渲染流程",
"后台应用管控",
"灭屏待机服务",
"待机功耗优化",
"Web组件",
"帧率优化",
"渲染问题定位",
"同层渲染",
"SurfaceLayer",
"systrace",
"render doc",
"LangGraph",
"Graph RAG",
"Neo4j",
"向量数据库",
"图向量混合检索",
"智能路由",
"Small-to-Big",
"Langfuse",
"LLM性能观测",
"状态机",
"策略模式"
],
"parse_quality_score": 100,
"parser_version": "resume-parser-v1.1+codex",
"llm_enhanced": true,
"check_education": {
"label": "学历",
"detail": "学历要求≥本科",
"matched": true,
"evidence": "硕士",
"severity": "must"
},
"check_experience": {
"label": "经验年限",
"detail": "要求≥3.0年，实际4.0年",
"matched": true,
"evidence": "4.0年",
"severity": "must"
},
"check_core_skill_linux": {
"label": "核心技能",
"detail": "核心技能：精通Linux开发环境",
"matched": false,
"evidence": "未找到相关关键词",
"severity": "must"
},
"bonus_arm": {
"label": "加分项",
"detail": "加分项：ARM架构经验",
"matched": false,
"evidence": "未命中",
"severity": "bonus"
},
"bonus_image": {
"label": "加分项",
"detail": "加分项：图像处理\/计算机视觉",
"matched": false,
"evidence": "未命中",
"severity": "bonus"
},
"bonus_driver": {
"label": "加分项",
"detail": "加分项：驱动开发经验",
"matched": true,
"evidence": "命中: 内核",
"severity": "bonus"
},
"redline_education": "pass",
"redline_experience": "pass",
"redline_linux": "fail",
"redline_location": "risk",
"redline_single_day_off": "pending_interview",
"match_score": 56,
"hard_all_pass": false,
"bonus_hit_count": 1,
"cross_reference": {
"flags": [
{
"type": "timeline_anomaly",
"detail": "毕业2022年，经验4.0年，推算开始工作年份与预期毕业年份偏差0年",
"severity": "medium",
"suggested_check": "核实是否有中断、转行或教育经历不完整"
}
],
"is_noise": false,
"education_timeline": {
"gap_years": 0,
"timeline_ok": true,
"graduation_year": 2022,
"years_experience": 4,
"estimated_work_start": 2022,
"expected_graduation_start": 2044
},
"overall_consistency": 100,
"skill_contradictions": [],
"field_completeness_pct": 100,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C",
"C++",
"鸿蒙系统框架开发",
"Chromium内核渲染流程",
"后台应用管控",
"灭屏待机服务",
"待机功耗优化",
"Web组件",
"帧率优化",
"渲染问题定位",
"同层渲染",
"SurfaceLayer",
"systrace",
"render doc",
"LangGraph",
"Graph RAG",
"Neo4j",
"向量数据库",
"图向量混合检索",
"智能路由",
"Small-to-Big",
"Langfuse",
"LLM性能观测",
"状态机",
"策略模式"
],
"consistency_score": 100,
"skills_in_summary_only": [
"C",
"C++",
"Chromium内核渲染流程",
"后台应用管控",
"Web组件",
"渲染问题定位",
"LangGraph",
"Graph RAG",
"Neo4j",
"Langfuse"
],
"skills_without_evidence": [
"鸿蒙系统框架开发",
"待机功耗优化",
"同层渲染",
"SurfaceLayer",
"Small-to-Big",
"LLM性能观测",
"CPU频点"
],
"skills_verified_in_projects": [
"Web组件",
"Neo4j",
"智能路由",
"Langfuse",
"C",
"灭屏待机服务",
"向量数据库",
"帧率优化",
"render doc",
"cgroup分组",
"状态机",
"Small-to-Big",
"策略模式",
"LangGraph",
"LLM性能观测"
]
}
},
"screening_verdict": "pending_interview_required",
"screening_summary": "核心技能 Linux 在简历中完全无提及，需面试确认是否零经验。若确认零经验 → trigger core_skill_missing 红线",
"pushed_to_feishu": false,
"feishu_message_id": "",
"created_at": "2026-06-29T10:06:40.000000Z",
"updated_at": "2026-06-29T10:43:10.000000Z",
"overall_score": "{\"composite\": 70.0, \"stability\": 58, \"pace_match\": 68, \"tech_power\": 75, \"salary_match\": 77, \"communication\": 80, \"salary_match_source\": \"inferred_from_profile\"}",
"risk_flags": "[{\"type\": \"stability_concern\", \"detail\": \"稳定性偏低(评分58\/100)\", \"severity\": \"medium\"}]",
"recommended_action": "pending",
"score_breakdown": "{\"stability\": {\"score\": 58, \"weight\": 0.25, \"rationale\": \"基于4.0年经验 + 公司判断 + 离职信号\", \"confidence\": \"medium\", \"confidence_note\": \"真正稳定性需面试确认职业规划和跳槽原因\"}, \"pace_match\": {\"score\": 68, \"weight\": 0.2, \"rationale\": \"地点: 上海 + 大厂 + 4.0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 75, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 4.0年\", \"Linux: 弱\", \"加分: 1\/3\", \"交叉验证一致性: 100%\"], \"rationale\": \"硬性条件匹配 + 经验4.0年 + 15个项目 + 一致性100%\", \"confidence\": \"medium\"}, \"salary_match\": {\"score\": 77, \"source\": \"inferred_from_profile\", \"weight\": 0.2, \"rationale\": \"未提取到薪资数字，根据4.0年经验+学校+公司+城市推断\", \"confidence\": \"low\"}, \"communication\": {\"score\": 80, \"weight\": 0.05, \"rationale\": \"基于简历文本完整度和结构化程度的代理评估，非真实沟通能力\", \"confidence\": \"low\", \"confidence_note\": \"无法从简历评估真实沟通能力，需技术面验证\"}}"
}
}