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Demographic Fiscal Trap Analyzer

Listed
fatfingererr·vlatest·data·MIT

This tool analyzes economic data to identify potential "demographic fiscal traps," revealing unsustainable long-term financial risks.

Repository

Install on your platform

Showing Claude Code. One command installs this skill into any of the agents below.

  1. 1

    Run this in your project

    terminal
    $ npx skills add fatfingererr/macro-skills --skill demographic-fiscal-trap-analyzer -a claude-code

  2. Uses the open-source skills CLI and needs Node.js. Add -g to install it for your user instead of this project.

What we know about this skill

Publisher

fatfingererr

Taken from the source listing. We haven't verified who controls this account.

Install target

Live repository

Not pinned. Installing fetches whatever the repository holds at the time you run the command.

No human has reviewed this code. The checks below are a static scan of the files at one commit — nobody has run this skill or judged whether it works. A skill runs with whatever access you give your agent, so read the source before you install it.

Automated safety checks

scanned

This skill failed 1 of 6 checks. A failure is not proof of bad intent; it means something in the code needs a human to look at it before you run it.

  • No undeclared network calls: failed

    Contacts 5 hosts that are neither well-known infrastructure nor declared in the skill's frontmatter: api.worldbank.org, apps.who.int, population.un.org, stats.oecd.org, www.imf.org.

    Every host the skill dials — from its scripts, its config endpoints or the commands it tells the agent to run — is either well-known package and API infrastructure or declared in its own frontmatter. Links in documentation are not counted.

    Hosts contacted

    api.worldbank.orgundeclaredwww.imf.orgundeclaredapps.who.intundeclaredpopulation.un.orgundeclaredstats.oecd.orgundeclaredgithub.comsource host

    What it found (3 of 5)

    • skills/demographic-fiscal-trap-analyzer/manifest.json:89contacts api.worldbank.org
      "url": "https://api.worldbank.org/v2/",
    • skills/demographic-fiscal-trap-analyzer/manifest.json:103contacts www.imf.org
      "url": "https://www.imf.org/en/Publications/WEO",
    • skills/demographic-fiscal-trap-analyzer/manifest.json:114contacts apps.who.int
      "url": "https://apps.who.int/nha/database",

  • Declares what it does: passed

    SKILL.md parses and declares a name and a description.

    SKILL.md exists, its frontmatter parses, and it declares a name and a description.

  • No obfuscated payloads: passed

    No encoded or obfuscated payloads.

    No base64, hex or compressed blob is decoded and then executed, and no encoded shell commands.

  • No credential access: passed

    Reads no keys, tokens, keychains or credential files.

    Neither the code nor the SKILL.md instructions read SSH keys, cloud credentials, keychains, token stores, browser cookie databases or dotfiles that hold secrets.

  • No pipe-to-shell installers: passed

    No pipe-to-shell or download-and-run installers.

    No `curl … | sh` pattern, in the code or in the instructions, that runs code fetched at run time.

  • Pinned to a commit: passed

    Scanned fatfingererr/macro-skills at 13e5388028.

    The exact upstream commit SHA that was scanned is recorded, so the result refers to specific bytes.

Commit
13e5388028
Manifest
skills/demographic-fiscal-trap-analyzer/SKILL.md
Scanned
19 files, 4,860 lines
This is a static scan, not a review. It reads the skill's files; it does not run them, and it cannot tell you whether the skill is any good or whether the code does what its description says. A skill runs with whatever access you give your agent.
What each check looks for →

About this skill

What it does

The Demographic Fiscal Trap Analyzer identifies potential economic vulnerabilities arising from demographic shifts and fiscal policies. It analyzes the interplay between population changes, government spending, and taxation to highlight risks like unsustainable debt levels or declining social security contributions. The skill provides insights into long-term financial stability by assessing how policy choices impact future generations.

When to use it

  • Policy Forecasting: Predict the potential economic consequences of proposed tax reforms or social programs.
  • Investment Strategy: Identify regions or sectors likely to be negatively impacted by demographic trends and fiscal constraints.
  • Risk Assessment: Evaluate the long-term financial health of a nation or municipality.
  • Scenario Planning: Model different population growth scenarios and their impact on government budgets.

Key capabilities

  • Demographic trend analysis
  • Fiscal policy modeling
  • Debt sustainability assessment
  • Intergenerational equity evaluation

Example prompts

  • "Analyze the long-term fiscal implications of an aging population in Japan."
  • "What are the potential economic risks associated with increasing social security benefits without corresponding tax increases?"
  • "Model the impact of a carbon tax on low-income households and government revenue over 20 years."

Tips & gotchas

The accuracy of the analysis depends heavily on the quality and availability of demographic and fiscal data. Be prepared to provide specific datasets or regions for focused evaluation.