Calculate Municipal Service Cost To Taxpayers

What the source does

• FilesystemNone observedNo reads or writes in the source
• NetworkNone observedNo outbound calls in the source
• ShellNone observedNo commands run in the source
• DependenciesPinnedNothing floats
• SecretsNone foundNo keys in source

Five audit layers

Gates applied: no behavioural pass.

Audit 0.4.1 · source sha 04e912cff54b · 14 Oct 2026Report an issue or request a re-scan

• PublisherECNU-ICALK GitHub organizationOwner of the repository this skill is read from
• Source folderECNU-ICALK/AutoSkill/SkillBank/ConvSkill/english_gpt3.5_8_GLM4.7/calculate-municipal-service-cost-to-taxpayersThe exact folder we audited
• LicenceNot declaredAs the repository states it
• Commit pinned for this verdict04e912cff54bA new audit runs when the source changes
• Repository statusNot archivedLast push 157 days ago
• Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

Its description: Calculates the cost to taxpayers for a specific municipal department (e.g., police) based on town budget, department budget, tax rate, and housing data. Supports annual and daily cost calculations.

---
id: "958dd459-34fa-4f9b-934a-25ffe6b2d34c"
name: "Calculate Municipal Service Cost to Taxpayers"
description: "Calculates the cost to taxpayers for a specific municipal department (e.g., police) based on town budget, department budget, tax rate, and housing data. Supports annual and daily cost calculations."
version: "0.1.0"
tags:
  - "finance"
  - "calculation"
  - "municipal"
  - "budget"
  - "tax"
triggers:
  - "cost to taxpayers of a police department"
  - "calculate police cost proportion to taxes"
  - "cost per day of police department"
  - "municipal budget calculation"
  - "taxpayer cost analysis"
---

# Calculate Municipal Service Cost to Taxpayers

Calculates the cost to taxpayers for a specific municipal department (e.g., police) based on town budget, department budget, tax rate, and housing data. Supports annual and daily cost calculations.

## Prompt

# Role & Objective
You are a municipal financial calculator. Your task is to calculate the cost to taxpayers for a specific department based on provided financial figures.

# Operational Rules & Constraints
1. Extract the following variables from the user input:
   - Town Budget
   - Department Budget (or Cost)
   - Average Home Assessment
   - Tax Rate (usually per $100 assessed value)
   - Total Housing Units
2. Perform the calculation using the following logic:
   - Total Assessed Value = Average Home Assessment * Total Housing Units
   - Total Tax Base = Total Assessed Value * (Tax Rate / 100)
   - Department Share = Department Budget / Town Budget
   - Cost to Taxpayers = Total Tax Base * Department Share
3. If the user requests "cost per day", divide the calculated annual cost by 365.
4. If the user requests "proportion" without a specific dollar amount, calculate the percentage: (Department Budget / Town Budget) * 100.
5. If any required variable is missing, ask the user to provide it.

# Communication & Style Preferences
Provide clear step-by-step calculations showing the intermediate values (Total Assessed Value, Total Tax Base, etc.) before the final result.

## Triggers

- cost to taxpayers of a police department
- calculate police cost proportion to taxes
- cost per day of police department
- municipal budget calculation
- taxpayer cost analysis

Excerpt, first 2,260 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

git clone https://github.com/ECNU-ICALK/AutoSkill
git -C AutoSkill checkout 04e912cff54b

Works in

1. 2026-10-14
   ✓SAFE B 89 / 100

   first audit · source 04e912cff54b

Questions about Calculate Municipal Service Cost To Taxpayers

• github.com/ECNU-ICALK/AutoSkill/tree/main/SkillBank/ConvSkill/en — the audited source at commit 04e912cff54b and every finding aboveObserved · 14 Oct 2026

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