AgentSkillsCN

nigerian-corruption-spotter

一款先进的预算取证工具，可用于检测尼日利亚政府预算（联邦、州、地方政府）中的腐败行为、预算虚增，以及财务异常现象。该工具结合了历史腐败模式分析、统计异常检测，以及影响量化功能。当您：(1) 分析尼日利亚预算文件中的不合规之处；(2) 比较各项拨款以识别虚增行为；(3) 计算被挪用的资金本可以建设或资助哪些项目；(4) 识别各部委、部门、机构中的潜在风险信号；(5) 将支出与国家或国际标准进行对标；(6) 跟踪已知的腐败高发领域（立法机关、安全预算、紧急采购）；(7) 将腐败金额转化为对公民生活的影响指标时，可使用此技能。

SKILL.md
--- frontmatter
name: nigerian-corruption-spotter
description: |
  Advanced budget forensics tool for detecting corruption, budget padding, and financial anomalies in Nigerian government budgets (Federal, State, LGA). Combines historical corruption pattern analysis, statistical anomaly detection, and impact quantification. Use this skill when: (1) Analyzing Nigerian budget documents for irregularities, (2) Comparing allocations to detect padding, (3) Calculating what misappropriated funds could have built/funded, (4) Identifying red flags in MDAs (Ministries, Departments, Agencies), (5) Benchmarking spending against national/international standards, (6) Tracking known corruption hotspots (legislature, security votes, emergency procurements), (7) Converting corruption amounts into citizen impact metrics.

Nigerian Corruption Spotter

Quick Start Workflow

  1. •LOAD budget data (PDF, JSON, or structured text)
  2. •RUN red flag scan (see references/red-flags.md)
  3. •CALCULATE anomaly scores (see references/benchmarks.md)
  4. •QUANTIFY impact (see references/impact-calculator.md)
  5. •GENERATE report with findings

Red Flag Categories

Category A: Structural (High Confidence)

  • •Budget padding: Line items 200%+ above previous year
  • •Phantom projects: Capital allocations with no implementation
  • •Vague descriptions: "Miscellaneous", "Sundry" over ₦100M

Category B: Ratio Anomalies

  • •Overhead > Capital in development MDAs
  • •Travel > Service Delivery costs
  • •Admin > 30% of total allocation

Category C: Comparative

  • •Allocation 150%+ above peer states
  • •100%+ YoY increase without policy change

Risk Scoring

Score = (Structural Flags × 3) + (Ratio Anomalies × 2) + (Comparative × 1)

  • •0-3: Low | 4-6: Medium | 7-9: High | 10+: Critical

Key References

  • •references/red-flags.md - Detection rules
  • •references/benchmarks.md - Nigerian cost standards
  • •references/impact-calculator.md - Naira to impact conversion
  • •references/corruption-history.md - Historical cases
  • •scripts/impact_calculator.py - Calculation tool
  • •scripts/red_flag_scanner.py - Automated scanning