Hermes Data Validation Report
Data Overview
Total Users 较昨晚 52人 (+2) / +2 vs Last Night
Total Tokens ~36.38M
Growth
Collection Devices
21 Success / 6 Failed
Validation Results (12 Items)
ID
Status 校验规则与详细说明 / Validation Rules & Detailed Explanations 通过 PASSED
Total Tokens/Users Ratio Reasonable — 54 users / 36.4M Tokens 通过 PASSED 排序正确 — Token↓降序，validate-sort-order.py 验证通过 Correct Sorting — Descending order by Tokens, validated successfully via validate-sort-order.py 通过 PASSED Laura在#1 — 7,763,537 Token / 155会话 / 18台 Laura at #1 — 7,763,537 Tokens / 155 Sessions / 18 Devices 通过 PASSED 常用人不缺 — Sony(#12), Garmin(#3), Jack(#6), Fane(#21), Seven(#24), Carry(#47), Yeti(#19), Kaveh(#26), Kevin(#14), Jiang(#25) 均在列 Regular Users Present — Sony(#12), Garmin(#3), Jack(#6), Fane(#21), Seven(#24), Carry(#47), Yeti(#19), Kaveh(#26), Kevin(#14), Jiang(#25) are all present 通过 PASSED Chelsa不缺失 — #4位, 1,704,432 Token Chelsa Present — Ranked #4, 1,704,432 Tokens 通过 PASSED 排除人员不出现 — Jasper/Andi/summer/Toony/Lily/Kitty/Sebastian/Kira/Yolo/Larry/Milo/ Uchizi/Abbas 均未出现 Excluded Personnel Absent — Jasper/Andi/summer/Toony/Lily/Kitty/Sebastian/Kira/Yolo/Larry/Milo/ Uchizi/Abbas all correctly absent 通过 PASSED
49276 Cross-Machine Deduplication — Ranked #10, 1,171,891 Tokens / 22 Sessions / 6 Devices Hermes Data Validation Report | 🛡️ Hermes 数据校验报告 1 / 2
ID
Status 校验规则与详细说明 / Validation Rules & Detailed Explanations 通过 PASSED
Gary v5 Allocation — Ranked #33, 322,764 Tokens / 10 Sessions (Automatically retrieved via Feishu API) 通过 PASSED
Number of Data Collection Devices Reasonable — 21 success, 6 failure 通过 PASSED
Begger/Madman Merge — Successfully merged into Begger (#8), 1,181,300 Tokens 通过 PASSED
Comparison with Previous Run — 54 users vs 52 last night (+2), 36.4M vs 32.3M (+12.7%), normal growth style
English: Chelsa broadcast vs ranking variance is 67.1% (Known flip-flop issue; broadcast data shall prevail).
Top 5 Most Active Users Ranking
Rank 用户名 / Username Token 数量 / Tokens 会话数 / Sessions
Laura 7,763,537 卧龙先生 (Wolong Master) 2,750,794 Garmin 1,706,340 Chelsa 1,704,432 CW 1,488,271 Hermes Data Validation Report | 🛡️ Hermes 数据校验报告 2 / 2