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Apply public choice theory to analyze political decision-making as rational self-interested behavior.
Passed 20 of 22 test cases with the skill, and 17 of 22 without it.
and 2 more in the full report
4 fixed16 passed either way1 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
Evaluate a state Department of Transportation's continuous highway expansion proposals. The highway agency claims its budget requests stem purely from altruistic public service needs. Provide a complete political economy evaluation.
| Checked | Without skill | With skill |
|---|---|---|
| Applies Niskanen's budget-maximizing bureaucrat model to explain agency behavior | Passed | Passed |
| Identifies X-inefficiency in public agency operations | Missed | Passed |
The instructions your model reads when the skill loads.
Public choice applies economic reasoning — rational self-interest, strategic behavior, and equilibrium analysis — to political decision-making. Politicians, bureaucrats, voters, and lobbyists are modeled as utility maximizers, not benevolent social planners. The theory explains phenomena such as rent-seeking, logrolling, pork-barrel spending, regulatory capture, and the systematic divergence between public interest and political outcomes. Buchanan and Tullock's foundational work treats constitutional rules as the ultimate mechanism design problem.
IRON LAW: Public officials are NOT benevolent social planners — they
respond to incentives just like market participants. Policy outcomes
reflect the preferences of those with political power, not the
preferences of society at large.
Step 1 — Identify the Political Market Map the actors: voters, politicians, bureaucrats, interest groups. Specify what each actor maximizes and the constraints they face (electoral cycles, budget rules, information costs).
Step 2 — Apply the Relevant Model
test cases passed, vs 17 / 22 without
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