交叉验证详情

何
何梓尘

简历ID 43 初筛 #27 一致性 70
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
70
声称技能 (25)
BSP开发 ARM平台底层开发 Linux内核设备树 I2C SPI UART U-Boot移植 Linux内核适配文件系统适配 BCM MTK HISI DDR Flash PHY BOSA FPGA CPLD GPIO gdb ftrace 内核oop asan Linux 6.6
项目中验证 (12)
SPI SDK升级 GPIO 文件系统适配 BCM SPI Nandflash Flash MTD分区 ubifs MTK squashfs DDR
仅在摘要中 (10)
BSP开发 Linux内核设备树 I2C SPI UART U-Boot移植 Linux内核适配 BCM MTK
无证据 (15)
ARM平台底层开发 DDR Flash PHY BOSA FPGA CPLD Linux 6.6 Linux 5.4 SPI Nandflash MTD分区 jffs2 MDIO SerDes SDK升级
矛盾/可疑信号

skill_project_gap high
21/40 个声称技能在项目和摘要中均无体现: ['ARM平台底层开发', 'DDR', 'Flash', 'PHY', 'BOSA', 'FPGA', 'CPLD', 'Linux 6.6']
建议：面试时验证这些技能的真实性
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

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    "id": 27,
    "mysql_resume_id": 43,
    "screening_id": 27,
    "skill_project_consistency": {
        "noisy_skills": [],
        "claimed_skills": [
            "BSP开发",
            "ARM平台底层开发",
            "Linux内核",
            "设备树",
            "I2C",
            "SPI",
            "UART",
            "U-Boot移植",
            "Linux内核适配",
            "文件系统适配",
            "BCM",
            "MTK",
            "HISI",
            "DDR",
            "Flash",
            "PHY",
            "BOSA",
            "FPGA",
            "CPLD",
            "GPIO",
            "gdb",
            "ftrace",
            "内核oop",
            "asan",
            "Linux 6.6"
        ],
        "consistency_score": 70,
        "skills_in_summary_only": [
            "BSP开发",
            "Linux内核",
            "设备树",
            "I2C",
            "SPI",
            "UART",
            "U-Boot移植",
            "Linux内核适配",
            "BCM",
            "MTK"
        ],
        "skills_without_evidence": [
            "ARM平台底层开发",
            "DDR",
            "Flash",
            "PHY",
            "BOSA",
            "FPGA",
            "CPLD",
            "Linux 6.6",
            "Linux 5.4",
            "SPI Nandflash",
            "MTD分区",
            "jffs2",
            "MDIO",
            "SerDes",
            "SDK升级"
        ],
        "skills_verified_in_projects": [
            "SPI",
            "SDK升级",
            "GPIO",
            "文件系统适配",
            "BCM",
            "SPI Nandflash",
            "Flash",
            "MTD分区",
            "ubifs",
            "MTK",
            "squashfs",
            "DDR"
        ]
    },
    "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": 70,
    "flags": [
        {
            "type": "skill_project_gap",
            "detail": "21\/40 个声称技能在项目和摘要中均无体现: ['ARM平台底层开发', 'DDR', 'Flash', 'PHY', 'BOSA', 'FPGA', 'CPLD', 'Linux 6.6']",
            "severity": "high",
            "suggested_check": "面试时验证这些技能的真实性"
        },
        {
            "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": "2026-06-29T10:06:20.000000Z",
    "resume": {
        "id": 43,
        "resource_id": 43,
        "source_text_sha256": "1061e48d2a31fba0728ed802a157ba3283ea46950542395fea0529af3a1acf10",
        "target_role": "C++",
        "candidate_name": "何梓尘",
        "age": 26,
        "phone": "18079273611",
        "email": "2472257967@qq.com",
        "wechat": "",
        "location": "广州",
        "highest_degree": "本科",
        "school": "华中农业大学",
        "major": "数据科学与大数据技术",
        "graduation_year": 2022,
        "years_experience": 4,
        "current_company": "烽火通信科技股份有限公司",
        "current_title": "bsp开发工程师",
        "skills_json": [
            "BSP开发",
            "ARM平台底层开发",
            "Linux内核",
            "设备树",
            "I2C",
            "SPI",
            "UART",
            "U-Boot移植",
            "Linux内核适配",
            "文件系统适配",
            "BCM",
            "MTK",
            "HISI",
            "DDR",
            "Flash",
            "PHY",
            "BOSA",
            "FPGA",
            "CPLD",
            "GPIO",
            "gdb",
            "ftrace",
            "内核oop",
            "asan",
            "Linux 6.6",
            "Linux 5.4",
            "SPI Nandflash",
            "MTD分区",
            "ubifs",
            "squashfs",
            "jffs2",
            "MDIO",
            "SerDes",
            "SDK升级",
            "编译框架维护",
            "固件升级",
            "eBPF",
            "udev",
            "dying gasp",
            "多线程用户态监控"
        ],
        "summary": "何梓尘，26岁，本科学历，毕业于华中农业大学数据科学与大数据技术专业，具备4年BSP开发经验。曾任烽火通信科技股份有限公司bsp开发工程师，工作内容包括ARM平台Linux系统bringup、U-Boot移植、Linux内核适配、设备树调试、文件系统适配、SOC及芯片方案适配、外设接口封装、系统稳定性和启动性能问题定位。熟悉BCM、MTK、HISI等方案，掌握Linux内核、设备树、I2C\/SPI\/UART\/GPIO等驱动及gdb、ftrace、内核oop、asan等定位工具。",
        "raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/a04c68f0c5775460_raw.txt",
        "raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/a04c68f0c5775460_raw.txt",
        "parser_version": "resume-parser-v1.1+codex",
        "llm_used": true,
        "created_at": "2026-06-29T05:50:20.000000Z",
        "updated_at": "2026-06-29T12:57:02.000000Z",
        "deleted_at": null
    },
    "screening": {
        "id": 27,
        "mysql_resume_id": 43,
        "candidate_name": "何梓尘",
        "age": 26,
        "highest_degree": "本科",
        "school": "华中农业大学",
        "years_experience": 4,
        "location": "广州",
        "current_company": "烽火通信科技股份有限公司",
        "skills": [
            "BSP开发",
            "ARM平台底层开发",
            "Linux内核",
            "设备树",
            "I2C",
            "SPI",
            "UART",
            "U-Boot移植",
            "Linux内核适配",
            "文件系统适配",
            "BCM",
            "MTK",
            "HISI",
            "DDR",
            "Flash",
            "PHY",
            "BOSA",
            "FPGA",
            "CPLD",
            "GPIO",
            "gdb",
            "ftrace",
            "内核oop",
            "asan",
            "Linux 6.6"
        ],
        "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": "本科",
            "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": true,
            "evidence": "命中关键词(2\/5): linux, gdb",
            "severity": "must"
        },
        "bonus_arm": {
            "label": "加分项",
            "detail": "加分项：ARM架构经验",
            "matched": true,
            "evidence": "命中: arm",
            "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: 驱动, 内核",
            "severity": "bonus"
        },
        "redline_education": "pass",
        "redline_experience": "pass",
        "redline_linux": "pass",
        "redline_location": "risk",
        "redline_single_day_off": "pending_interview",
        "match_score": 90,
        "hard_all_pass": true,
        "bonus_hit_count": 2,
        "cross_reference": {
            "flags": [
                {
                    "type": "skill_project_gap",
                    "detail": "21\/40 个声称技能在项目和摘要中均无体现: ['ARM平台底层开发', 'DDR', 'Flash', 'PHY', 'BOSA', 'FPGA', 'CPLD', 'Linux 6.6']",
                    "severity": "high",
                    "suggested_check": "面试时验证这些技能的真实性"
                },
                {
                    "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": 70,
            "skill_contradictions": [],
            "field_completeness_pct": 100,
            "skill_project_consistency": {
                "noisy_skills": [],
                "claimed_skills": [
                    "BSP开发",
                    "ARM平台底层开发",
                    "Linux内核",
                    "设备树",
                    "I2C",
                    "SPI",
                    "UART",
                    "U-Boot移植",
                    "Linux内核适配",
                    "文件系统适配",
                    "BCM",
                    "MTK",
                    "HISI",
                    "DDR",
                    "Flash",
                    "PHY",
                    "BOSA",
                    "FPGA",
                    "CPLD",
                    "GPIO",
                    "gdb",
                    "ftrace",
                    "内核oop",
                    "asan",
                    "Linux 6.6"
                ],
                "consistency_score": 70,
                "skills_in_summary_only": [
                    "BSP开发",
                    "Linux内核",
                    "设备树",
                    "I2C",
                    "SPI",
                    "UART",
                    "U-Boot移植",
                    "Linux内核适配",
                    "BCM",
                    "MTK"
                ],
                "skills_without_evidence": [
                    "ARM平台底层开发",
                    "DDR",
                    "Flash",
                    "PHY",
                    "BOSA",
                    "FPGA",
                    "CPLD",
                    "Linux 6.6",
                    "Linux 5.4",
                    "SPI Nandflash",
                    "MTD分区",
                    "jffs2",
                    "MDIO",
                    "SerDes",
                    "SDK升级"
                ],
                "skills_verified_in_projects": [
                    "SPI",
                    "SDK升级",
                    "GPIO",
                    "文件系统适配",
                    "BCM",
                    "SPI Nandflash",
                    "Flash",
                    "MTD分区",
                    "ubifs",
                    "MTK",
                    "squashfs",
                    "DDR"
                ]
            }
        },
        "screening_verdict": "pass",
        "screening_summary": "硬性条件全部通过，匹配度90%，加分项2\/3，建议周总审核进入技术面",
        "pushed_to_feishu": false,
        "feishu_message_id": "",
        "created_at": "2026-06-29T10:06:20.000000Z",
        "updated_at": "2026-06-29T10:42:52.000000Z",
        "overall_score": "{\"composite\": 74.9, \"stability\": 53, \"pace_match\": 56, \"tech_power\": 100, \"salary_match\": 82, \"communication\": 80, \"salary_match_source\": \"inferred_from_profile\"}",
        "risk_flags": "[{\"type\": \"stability_concern\", \"detail\": \"稳定性偏低(评分53\/100)\", \"severity\": \"medium\"}, {\"type\": \"pace_concern\", \"detail\": \"节奏匹配度偏低(评分56\/100)\", \"severity\": \"medium\"}]",
        "recommended_action": "pending",
        "score_breakdown": "{\"stability\": {\"score\": 53, \"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\": 56, \"weight\": 0.2, \"rationale\": \"地点: 广州 + 普通 + 4.0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 100, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 4.0年\", \"Linux: 通过\", \"加分: 2\/3\", \"交叉验证一致性: 70%\"], \"rationale\": \"硬性条件匹配 + 经验4.0年 + 12个项目 + 一致性70%\", \"confidence\": \"medium\"}, \"salary_match\": {\"score\": 82, \"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\"}}"
    }
}