Agent skill

Econ Macro Indicators

by asgard-ai-platform in asgard-ai-platform/skills

Interpret macroeconomic indicators including GDP, inflation, unemployment, interest rates, and exchange rates to assess economic health and predict trends.

MITAuto-check passed

Install Econ Macro Indicators

skills CLI
$ npx skills add asgard-ai-platform/skills --skill econ-macro-indicators -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install asgard-ai-platform/skills econ-macro-indicators --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/asgard-ai-platform/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/econ-macro-indicators .claude/skills/econ-macro-indicators && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
econ-macro-indicators
GitHub stars
242
Token cost
~1.4k tokens
SKILL.md length
427 words
Files
3 (incl. references)
Skills in repo
207
Repo updated
First seen
Licence
MIT

At a glance

Interpret macroeconomic indicators including GDP, inflation, unemployment, interest rates, and exchange rates to assess economic health and predict trends.

  • Works in 5 steps: Gather current data for 5-6 key indicators → Classify each as… → Identify trends (improving, stable,… → …
  • The user needs to evaluate a countrys economic outlook
  • SKILL.md covers Overview, Framework, Output Format and Examples, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Econ Macro Indicators is an agent skill from asgard-ai-platform/skills. Interpret macroeconomic indicators including GDP, inflation, unemployment, interest rates, and exchange rates to assess economic health and predict trends. Use this skill when the user needs to evaluate a country's economic outlook, understand monetary/fiscal policy impacts, or contextualize business decisions within the macroeconomic environment — even if they say 'is the economy doing well', 'what do rising interest rates mean for us', or 'explain today's economic data'.

Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `examples/sample_scenario.md` and `references/taiwan-data-sources.md`).

The repository describes itself as: 301 open-source coding agent skills across 22 domains — methodology, judgment & gotchas packaged as Claude Agent Skills for the Asgard AI Platform. The licence is MIT.

When your agent uses it

  • The user needs to evaluate a countrys economic outlook
  • Understand monetary/fiscal policy impacts
  • Contextualize business decisions within the macroeconomic environment — even if they say is the economy doing well
  • What do rising interest rates mean for us

Example prompts

  • “is the economy doing well”
  • “what do rising interest rates mean for us”
  • “explain today”
  • “/econ-macro-indicators”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. Gather current data for 5-6 key indicators
  2. Classify each as leading/coincident/lagging
  3. Identify trends (improving, stable, deteriorating)
  4. Check for divergence (leading indicators pointing different direction from lagging = inflection point)
  5. Assess implications for the specific business/industry context

What it can do on your machine

Read from SKILL.md and the folder at commit 4e7f4f8. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Econ Macro Indicators loads about 1.4k tokens when it runs, and up to ~3.4k if it reads all its reference files. Until then it costs about 125 tokens; SKILL.md has 427 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~125
When it runs · the whole SKILL.md, loaded when a task matches
~1.4k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~3.4k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from asgard-ai-platform/skills at commit 4e7f4f8, republished under its MIT licence (© asgard-ai-platform). 427 words, ~1,369 tokens.

Download SKILL.mdSave it as .claude/skills/econ-macro-indicators/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
econ-macro-indicators
description
Interpret macroeconomic indicators including GDP, inflation, unemployment, interest rates, and exchange rates to assess economic health and predict trends. Use this skill when the user needs to evaluate a country's economic outlook, understand monetary/fiscal policy impacts, or contextualize business decisions within the macroeconomic environment — even if they say 'is the economy doing well', 'what do rising interest rates mean for us', or 'explain today's economic data'.
metadata.category
WP-17 經濟學院
metadata.tags
economics, macroeconomics, economic-indicators

Macroeconomic Indicators

Overview

Macroeconomic indicators measure aggregate economic performance. They divide into leading (predict future), coincident (reflect current), and lagging (confirm past) indicators. Understanding these helps contextualize business decisions within the broader economic environment.

Framework

IRON LAW: Leading, Coincident, or Lagging — Know Which Type

GDP growth is LAGGING — by the time it's published, the economy has already
changed. Stock markets and PMI are LEADING — they predict future direction.
Unemployment is LAGGING — it rises after a recession starts.

Using a lagging indicator to predict the future is looking in the rearview mirror.
Match the indicator type to your analysis purpose.
Key Indicators

GDP (Gross Domestic Product)

  • Type: Lagging
  • Measures: Total economic output
  • Key signals: 2 consecutive quarters of negative growth = technical recession
  • Taiwan: Published quarterly by DGBAS

Inflation (CPI/PPI)

  • Type: Coincident
  • CPI = consumer prices, PPI = producer prices (leading indicator for CPI)
  • Target: Most central banks target ~2%
  • Taiwan: CPI published monthly by DGBAS

Unemployment Rate

  • Type: Lagging
  • Natural rate varies by country (~3.5-4% for Taiwan)
  • Watch U-3 (official) vs broader measures that include underemployment

Interest Rates

  • Central bank policy rate (台灣央行重貼現率)
  • Raising rates → slows economy, fights inflation, strengthens currency
  • Lowering rates → stimulates economy, risks inflation, weakens currency

Exchange Rate

  • TWD/USD, TWD/JPY, TWD/CNY for Taiwan-centric analysis
  • Depreciation → exports cheaper but imports more expensive
  • Watch real effective exchange rate (REER) for trade competitiveness

PMI (Purchasing Managers' Index)

  • Type: Leading
  • Above 50 = expansion, below 50 = contraction
  • Published monthly, available before GDP data
Indicator Relationships
Central bank raises rates
  → Borrowing costs rise
    → Consumer spending slows + Business investment slows
      → GDP growth slows
        → Unemployment rises (with lag)
          → Inflation falls (the goal)
Analysis Steps
  1. Gather current data for 5-6 key indicators
  2. Classify each as leading/coincident/lagging
  3. Identify trends (improving, stable, deteriorating)
  4. Check for divergence (leading indicators pointing different direction from lagging = inflection point)
  5. Assess implications for the specific business/industry context

Output Format

markdown
# Macroeconomic Assessment: {Country/Region}

## Indicator Dashboard
| Indicator | Current | Previous | Trend | Type |
|-----------|---------|----------|-------|------|
| GDP Growth | X% | X% | ↑/↓/→ | Lagging |
| CPI Inflation | X% | X% | ↑/↓/→ | Coincident |
| Unemployment | X% | X% | ↑/↓/→ | Lagging |
| Policy Rate | X% | X% | ↑/↓/→ | — |
| PMI | XX | XX | ↑/↓/→ | Leading |
| Exchange Rate | X.XX | X.XX | ↑/↓/→ | — |

## Economic Phase
{Expansion / Peak / Contraction / Trough}

## Key Signals
- Leading indicators suggest: {direction}
- Divergence: {if any — e.g., PMI falling while GDP still positive = slowdown ahead}

## Business Implications
- For {industry}: {specific impact}

Examples

Correct Application

Scenario: Taiwan macro assessment Q4 2025

IndicatorValueSignal
GDP Growth3.2% YoYSolid but decelerating from 4.1%
CPI2.1%Near target, stable
Unemployment3.6%Near full employment
Policy Rate2.0%Held steady for 3 quarters
PMI48.5Below 50 — leading indicator of slowdown

Diagnosis: GDP looks healthy (lagging) but PMI signals contraction ahead. The economy is likely at or near peak phase ✓

Show full SKILL.md (141 more words)Show less
Incorrect Application
  • "GDP grew 3.2% last quarter, so the economy will grow next quarter too" → GDP is lagging. PMI at 48.5 suggests otherwise. Violates Iron Law: using lagging indicator to predict future.

Gotchas

  • Headline vs core inflation: Headline CPI includes volatile food and energy. Core CPI excludes them. Central banks focus on core for policy decisions.
  • Real vs nominal: Always specify. "GDP grew 5%" — nominal or real? Real GDP adjusts for inflation and shows true growth.
  • Seasonal adjustment: Unemployment, retail sales, and many indicators are seasonally adjusted. Compare adjusted-to-adjusted, never adjusted-to-raw.
  • Taiwan-specific: Taiwan's economy is heavily export-dependent. TSMC's revenue guidance is arguably a better leading indicator for Taiwan than generic PMI.
  • Data revision: Initial GDP estimates are revised 2-3 times. Don't overreact to first releases.

References

  • For business cycle theory, see the econ-business-cycle skill
  • For Taiwan-specific economic data sources, see references/taiwan-data-sources.md

© asgard-ai-platform, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 2 other files (references) in econ-macro-indicators of asgard-ai-platform/skills.

  • SKILL.md
  • examples/sample_scenario.md
  • references/taiwan-data-sources.md

Open the folder on GitHubat commit 4e7f4f8

Compare with similar skills

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Questions about Econ Macro Indicators

What does Econ Macro Indicators do?

Interpret macroeconomic indicators including GDP, inflation, unemployment, interest rates, and exchange rates to assess economic health and predict trends. Econ Macro Indicators is an agent skill from asgard-ai-platform/skills. Interpret macroeconomic indicators including GDP, inflation, unemployment, interest rates, and exchange rates to assess economic health and predict trends.

When should I use Econ Macro Indicators?

Econ Macro Indicators fits situations like: the user needs to evaluate a countrys economic outlook; understand monetary/fiscal policy impacts; contextualize business decisions within the macroeconomic environment — even if they say is the economy doing well; what do rising interest rates mean for us.

How do I install Econ Macro Indicators in Claude Code?

Run `npx skills add asgard-ai-platform/skills --skill econ-macro-indicators -a claude-code`. Or copy the skill folder (econ-macro-indicators in asgard-ai-platform/skills) into .claude/skills/econ-macro-indicators in your project. Claude Code loads it when a task matches its description.

How do I install Econ Macro Indicators in Codex?

Run `npx skills add asgard-ai-platform/skills --skill econ-macro-indicators -a codex`. Or copy the skill folder (econ-macro-indicators in asgard-ai-platform/skills) into .agents/skills/econ-macro-indicators in your project. Codex loads it when a task matches its description.

Can I use Econ Macro Indicators in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add asgard-ai-platform/skills --skill econ-macro-indicators -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/econ-macro-indicators, .gemini/skills/econ-macro-indicators, .github/skills/econ-macro-indicators and .opencode/skills/econ-macro-indicators in your project.

What does Econ Macro Indicators need to run?

SKILL.md names no scripts, command-line tools or credentials: Econ Macro Indicators is instructions for the agent only.

Does Econ Macro Indicators access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Econ Macro Indicators safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Econ Macro Indicators use?

Econ Macro Indicators is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Econ Macro Indicators use?

About 1.4k tokens (SKILL.md is roughly 5.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2k tokens, read only when the agent opens those files.

What are the alternatives to Econ Macro Indicators?

Skills that share tags, products or a category with Econ Macro Indicators: Loading Indicators (thedaviddias/Front-End-Checklist, 74k stars), TransformerLens Interpretability (Orchestra-Research/AI-Research-SKILLs, 13k stars), Nnsight Remote Interpretability (Orchestra-Research/AI-Research-SKILLs, 13k stars) and Hunting For Spearphishing Indicators (mukul975/Anthropic-Cybersecurity-Skills, 34k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Econ Macro Indicators?

asgard-ai-platform (a GitHub organization) maintains it in asgard-ai-platform/skills, which has 242 GitHub stars. The repository holds 207 skills in this directory. The repository was last updated on June 6, 2026.

Source: asgard-ai-platform/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.