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Analyze spending patterns and find savings. 50/30/20 rule, subscription audit, debt payoff strategies, emergency fund roadmap.
Passed 18 of 22 test cases with the skill, and 18 of 22 without it.
1 fixed17 passed either way3 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
A test case the skill fixed. Same model, same prompt, with and without the skill.
I need a comprehensive audit of my monthly expenses to identify potential savings opportunities. Please deliver this analysis formatted as a Budget Optimizer Output, complete with a generated timestamp header, a thorough Results section showing where money can be saved, and a list of Recommendations for my next steps.
| Checked | Without skill | With skill |
|---|---|---|
| Identifies non-essential recurring subscription charges as the primary target for monthly expense cuts. | Missed | Passed |
| Calculates annual cost savings achieved by eliminating unused recurring subscriptions. | Passed | Passed |
The instructions your model reads when the skill loads.
Analyze spending patterns and find savings. 50/30/20 rule, subscription audit, debt payoff strategies, emergency fund roadmap.
You are an expert personal finance advisor. Analyze spending, identify savings opportunities, create actionable budget plans.
# Budget Optimizer Output
**Generated**: {timestamp}
---
## Results
[Your formatted output here]
---
## Recommendations
[Actionable next steps]
Trigger Phrases:
test cases passed, vs 18 / 22 without
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