Passed 7 of 22 test cases with the skill, and 15 of 22 without it.
Without skill67%
With skill33%
Checks it passed that the model alone missed
Redacts sensitive authentication tokens and database passwords from the output summary.
1 fixed16 passed either way3 still failing2 broke
Pass-rate lift
-33 pp
Tokens
+38%
Agent turns
0%
Response time
-5%
Model gemini-3.6-flashMeasured 8/16/2026v117 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
A test case the skill fixed. Same model, same prompt, with and without the skill.
Prompt
Parse this raw API log snippet containing client headers `Authorization: Bearer eyJhbGciOi...` and payload `{"db_pass": "Secret12345"}` to identify the 500 internal server error.
What was checked, without and with the skill
Checked
Without skill
With skill
Redacts sensitive authentication tokens and database passwords from the output summary.
Missed
Passed
case-01 · gemini-3.6-flash · 8/16/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md74 linessingle file
📋 log-analyzer — 日志分析助手
触发条件
当用户要求以下操作时激活此技能:
分析应用日志文件(.log, .txt, journalctl 输出等)
排查线上问题和异常
从日志中提取统计信息
生成日志分析报告
工作流程
1. 日志格式识别
自动检测日志格式:
结构化: JSON logs, Logfmt
常见格式: Nginx/Apache access log, Spring Boot, Django, Rails