Problem-solving with Rudin's Real and Complex Analysis textbook
SkillScore91Maintained
Automatic
◆Tutoring & Education pack
Last verified 8/3/2026
What it changes
Passed 19 of 21 test cases with the skill, and 16 of 21 without it.
Without skill77%
With skill91%
Checks it passed that the model alone missed
Uses top-k 5
Specifies top-k value of 5
Includes the flag --partition math-textbooks
and 2 more in the full report
4 fixed16 passed either way1 still failing1 broke
Pass-rate lift
+14 pp
Tokens
+21%
Agent turns
0%
Response time
-13%
Model gemini-3.6-flashMeasured 8/3/2026v120 of 22 cases passed with skill · 21 comparable
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 4
Prompt
Show the precise bash tool command using sympy_compute.py to calculate the definite integral of exp(-x**2) from 0 to infinity.
What was checked, without and with the skill
Checked
Without skill
With skill
Executes uv run python scripts/sympy_compute.py integrate
Missed
Passed
Specifies bounds 0,oo
Passed
Passed
case-07 · gemini-3.6-flash · 8/3/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md82 linessingle file
Rudin's Real and Complex Analysis
Reference skill for Walter Rudin's "Real and Complex Analysis" (3rd Edition) - a graduate-level text covering measure theory, integration, functional analysis, and complex analysis.