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economic-forecasting

economic-forecasting is a skill for Claude Code, Codex from xjtulyc/awesome-rosetta-skills. It costs 43 tokens per session (5,980 once invoked), scanned A, original, no licence file.

A guide to predicting economic time series, such as output, prices, or interest rates. It covers ARIMA and VAR models, machine-learning ensembles, forecast-comparison tests, fan charts, and real-time ALFRED data.

In plain words
What is it for?
Use it to build economic forecasts, combine statistical and machine-learning models, compare forecast accuracy, visualize uncertainty, and use historical real-time data vintages.
Why use it?
It provides methods for comparing forecasts and showing the uncertainty around predicted economic values.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

not rated 35repo 6mo ago A scan 43 tokens custom licence

Good fit Use it to build economic forecasts, combine statistical and machine-learning models, compare forecast accuracy, visualize uncertainty, and use historical real-time data vintages.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/xjtulyc/awesome-rosetta-skills/economic-forecasting
View source ↗ xjtulyc/awesome-rosetta-skills
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.

Any agent
npx skills add xjtulyc/awesome-rosetta-skills --skill economic-forecasting
Clone the repo
git clone --depth 1 https://github.com/xjtulyc/awesome-rosetta-skills

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 economic-forecasting

README.md
[![agentmods](https://agentmods.dev/badge/skills/xjtulyc/awesome-rosetta-skills/economic-forecasting/github.svg)](https://agentmods.dev/skills/xjtulyc/awesome-rosetta-skills/economic-forecasting)
Your own site
<a href="https://agentmods.dev/skills/xjtulyc/awesome-rosetta-skills/economic-forecasting"><img src="https://agentmods.dev/badge/skills/xjtulyc/awesome-rosetta-skills/economic-forecasting/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for economic-forecasting

Your own site · 80×15
<a href="https://agentmods.dev/skills/xjtulyc/awesome-rosetta-skills/economic-forecasting"><img src="https://agentmods.dev/badge/skills/xjtulyc/awesome-rosetta-skills/economic-forecasting.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 43 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 5,980 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
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 $0.00043 $0.05980
Opus 5.5 $0.00017 $0.02392
Sonnet 5.5 $0.00009 $0.01196
Haiku 4.5 $0.00004 $0.00598

Measured 2mo ago against content hash 478c9ddea17d, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

economic-forecasting 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 2mo ago.

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/07-economics/economic-forecasting/SKILL.md · 663 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. 2mo ago First seen · 663 lines · 43 tokens per session scan A 478c9ddea17d

Subscribe to this mod's changes

economic-forecasting is a skill published in the GitHub repository xjtulyc/awesome-rosetta-skills (35 stars, last pushed 6mo ago), with no licence file. It adds 43 tokens to every session and 5,980 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-09-03.

ARIMAAnalytics and metricsDiebold-MarianoFinance and fintecheconomicsforecastinglightgbmmacroeconomics
Related

economic-forecasting compared with skills from other repositories

economic-forecasting next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
economic-forecastingxjtulyc/awesome-rosetta-skillsSkill356mo agononeA43Claude Code, Codex
configure_mcp_serverOpenBB-finance/OpenBBSkill74k1mo agononeA31Claude Code, Codex
build_workspace_appOpenBB-finance/OpenBBSkill74k1mo agononeA57Claude Code, Codex
develop_extensionOpenBB-finance/OpenBBSkill74k1mo agononeA53Claude Code, Codex
work_with_serverOpenBB-finance/OpenBBSkill74k1mo agononeA33Claude Code, Codex
use_openbb_cliOpenBB-finance/OpenBBSkill74k1mo agononeA51Claude Code, Codex
cash-flow-forecastingfinsilabs/awesome-ecommerce-skillsSkill6314d agoMITA31Claude Code, Codex