AugmentClaude

FRED Macro Data

Fetch US economic data like CPI, GDP, unemployment, and Fed rates from the St. Louis Fed.

Installation

  1. Make sure Claude is on your device and in your terminal.

    Skills load from ~/.claude/skills/ when Claude Code starts up — so you need it on your machine first. If you don't have it yet, install it once with the command below, then run claude in any terminal to verify.

    One-time setup
    npm i -g @anthropic-ai/claude-code

    Already have it? Skip ahead.

  2. Paste into Claude Code or into your terminal.

    This copies the whole skill folder into ~/.claude/skills/fred-innei/ — the SKILL.md plus any scripts, reference docs, or templates the skill ships with. Safe default: works for every skill.

    Faster alternative (instruction-only skills)

    Skips the clone and grabs only the SKILL.md file. Don't use this if the skill ships Python scripts, reference markdowns, or asset templates — they won't be downloaded and the skill will fail when it tries to load them.

    Quick install (SKILL.md only)
    Sign up to copy
  3. Restart Claude Code.

    Quit and reopen Claude Code (or any other agent that loads from ~/.claude/skills/). New skills are picked up on startup.

  4. Just ask Claude.

    Skills auto-activate when your request matches the skill's description — no slash command needed. Trigger phrases live in the skill's own frontmatter; you can read them in the “What this skill does” section above.

Prefer to read the source first? Open on GitHub.

When Claude uses it

US/global macro time series from St. Louis Fed FRED — CPI, GDP, Fed funds, yields, M2, DXY, etc.

What this skill does

fred

Response language: match user input (zh-CN / zh-TW / en).

When to use

Trigger phrases:

  • CPI / core CPI / PCE / PPI / inflation / 通胀 / 核心通胀
  • GDP / 国内生产总值
  • unemployment / 失业率 / U-3 / U-6 / nonfarm / 非农
  • Fed funds / 联储利率 / SOFR
  • 2Y / 10Y yield / yield curve / 美债利率 / 收益率曲线
  • M1 / M2 / 货币供应
  • DXY / 美元指数 / USD index
  • VIX / 10Y breakeven / 通胀预期
  • WTI / Brent / 油价 / gold
  • consumer sentiment / 消费者信心 / housing starts / retail sales

Workflow

  1. Resolve user phrasing to a FRED series ID — first via aliases.json (curated), then search.py if no alias matches.
  2. Run series.py <SERIES_ID|alias> for observations + metadata.
  3. Synthesise NL reply with units, frequency, and last update date; cite "Source: St. Louis Fed (FRED)".

Environment is auto-loaded on script import from .env at project root (or ~/.config/market-intel/env as fallback) — no manual source needed.

CLI examples

# Latest 60 monthly CPI observations
python3 .claude/skills/fred/scripts/series.py CPI

# 2Y Treasury yield, last 30 daily observations
python3 .claude/skills/fred/scripts/series.py "2Y yield" --limit 30

# 10-year breakeven inflation, custom window, ascending
python3 .claude/skills/fred/scripts/series.py T10YIE --start 2024-01-01 --order asc

# Discover series IDs
python3 .claude/skills/fred/scripts/search.py "consumer price index" --limit 10

# Bypass cache
python3 .claude/skills/fred/scripts/series.py CPI --fresh

Output shape

{
  "ok": true,
  "data": [{"date": "2026-04-01", "value": 314.2}, ...],
  "meta": {
    "series_id": "CPIAUCSL",
    "title": "Consumer Price Index for All Urban Consumers: All Items",
    "units": "Index 1982-1984=100",
    "frequency": "Monthly",
    "seasonal_adjustment": "SA",
    "last_updated": "2026-05-13 07:36:01-05",
    "count_returned": 60,
    "alias_resolved": "CPI"
  }
}

Available aliases

See aliases.json for the curated CN/EN → series ID map. Common ones:

AliasSeries ID
CPICPIAUCSL
core CPI / 核心 CPICPILFESL
PCEPCEPI
GDPGDPC1
unemployment / 失业率UNRATE
nonfarm / 非农PAYEMS
Fed funds / 联储利率DFF
10Y yield / 美债 10 年DGS10
yield curveT10Y2Y
DXY / 美元指数DTWEXBGS
M2M2SL
VIXVIXCLS
10Y breakeven / 通胀预期T10YIE

If the user's phrase isn't in the map, fall back to search.py "<query>" and pick the highest-popularity non-discontinued result.

Error handling

Exit codeMeaningLLM action
0SuccessParse data, narrate.
2Missing FRED_API_KEYTell user to register at https://fred.stlouisfed.org/docs/api/api_key.html and add to .env at project root.
3HTTP 4xx or non-JSONSurface error from hint.
4NetworkSuggest retry.

Known limitations

  • Daily series may have weekend/holiday gaps (FRED returns NaN as .; we normalise to null).
  • "Discontinued" series filtered by default in search.py — use --include-discontinued to override.
  • Series metadata cache TTL 24 h; observation cache TTL 1 h. Use --fresh for the latest.

Related skills

  • longbridge-quote for live equity quotes.
  • gdelt for narrative / sentiment context.
  • sec-edgar for individual-company filings.

Related skills