api-data-fetcher

api-data-fetcher is a skill for Claude Code, Codex from JonasWeinert/EconAgentSkills. It costs 144 tokens per session (3,106 once invoked), scanned A, original, no licence file.

A guide for building reproducible Python pipelines that download economic data from services such as FRED, the World Bank, BLS, OECD, IMF, Eurostat, and Yahoo Finance. It organizes downloaded files separately from later processing.

In plain words
What is it for?
Use it to fetch economic indicators and financial data, preserve raw downloads, and coordinate the acquisition process with project scripts.
Why use it?
It reduces ad hoc downloads and makes data collection repeatable, traceable, and easier to update without changing the original files.

Skill for Claude CodeCodex

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/jonasweinert/econagentskills/api-data-fetcher
Any agent
npx skills add JonasWeinert/EconAgentSkills --skill api-data-fetcher
Clone the repo
git clone --depth 1 https://github.com/JonasWeinert/EconAgentSkills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for api-data-fetcher

README.md
[![agentmods](https://agentmods.dev/badge/skills/jonasweinert/econagentskills/api-data-fetcher.svg)](https://agentmods.dev/skills/jonasweinert/econagentskills/api-data-fetcher)
Your own site
<a href="https://agentmods.dev/skills/jonasweinert/econagentskills/api-data-fetcher"><img src="https://agentmods.dev/badge/skills/jonasweinert/econagentskills/api-data-fetcher.svg" alt="Measured on agentmods" height="20"></a>
Per session 144 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,106 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00144 $0.03106
Opus 5 $0.00072 $0.01553
Sonnet 5 $0.00029 $0.00621
Haiku 4.5 $0.00014 $0.00311

Measured 5d ago against content hash 45fed2552914, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade A, and why

api-data-fetcher scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.

The scan reads SKILL.md. This mod also ships 7 executable files (examples/build_panel.py, examples/economic_data_fetcher.py, examples/fetch_bls.py, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

_skills/data/api-data-fetcher/SKILL.md · 269 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 5d ago First seen · 269 lines · 144 tokens per session scan A 45fed2552914

Subscribe to this mod's changes

api-data-fetcher is a skill published in the GitHub repository JonasWeinert/EconAgentSkills (18 stars, last pushed 4mo ago), with no licence file. It adds 144 tokens to every session and 3,106 once invoked, about $0.0007 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.