home/categories/productivity-tools/davidjiyangcai-visa-research-agent-claude-skills-compare-friction-outputs-skill-md
productivity-toolstools
compare-friction-outputs
Compare friction pipeline outputs across different runs, thinking levels, or seeds. Use when comparing visa research results, checking variance across thinking levels (minimal/low/medium), analyzing fee discrepancies, or reviewing route selection consistency.
maintainer
davidjiyangcai
آخر تحديث 1/15/2026
النجوم
0
التفرعات
0
quick start
Installation and usage
Compare friction pipeline outputs across different runs, thinking levels, or seeds. Use when comparing visa research results, checking variance across thinking levels (minimal/low/medium), analyzing fee discrepancies, or reviewing route selection consistency.
التثبيت
$ install --globalskills.sh
الاستخدام
بعد التثبيت، يمكنك استخدام هذه المهارة بتشغيل الأمر التالي في الطرفية:
skills use compare-friction-outputs