Audit sub-agent batch for the three default cheating patterns (cross-pollination commits / merged commits / missing落檔) per DNA #42. TRIGGER when: user says "batch audit", "sub-agent 後驗證", "agent 偷吃步檢查", or after running parallel sub-agent batches.
SkillScore36Maintained
Automatic
◆QA & Test Engineering pack
Last verified 8/15/2026
What it changes
Passed 4 of 12 test cases with the skill, and 3 of 12 without it.
Without skill23%
With skill36%
Checks it passed that the model alone missed
The response references docs/semiont/DNA.md.
The response designates engineering hygiene rules #32 and #42.
The response references docs/semiont/DNA.md as the source document.
and 3 more in the full report
4 fixed4 passed either way13 still failing1 broke
Pass-rate lift
+14 pp
Tokens
-16%
Agent turns
0%
Response time
-24%
Model gemini-3.6-flashMeasured 8/15/2026v18 of 22 cases passed with skill · 12 comparable
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 3
Prompt
Is a partial reading or quick skimming of the engineering hygiene rules in the semiont DNA document acceptable before running batch audits?
What was checked, without and with the skill
Checked
Without skill
With skill
The response mandates strict and complete reading of the engineering hygiene section.
Passed
Passed
The response references docs/semiont/DNA.md.
Missed
Passed
case-17 · gemini-3.6-flash · 8/15/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.