Individual skill

imfer-replication-package

Use when an IMF Economic Review (IMFER) manuscript's data and code must be packaged for reproducibility — including restricted IMF/central-bank data paths, cross-country source lineage, and a runnable environment. Builds the package; it does not produce the exhibits (imfer-tables-figures) or run the submission preflight (imfer-submission).

IMF-Economic-Review-Skills/skills/imfer-replication-package/SKILL.md

Read pinned source

Source commit 932eb23331721b16e967c59f093781be1928b498

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
No
Repository scan complete
No
Skill scan complete
No
Observed behavior
Not checked yet
Last checked
Nov 9, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings)
1,409
Repository last updated
Sep 27, 2026
License
MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files
Read excerpt

# Replication Package (imfer-replication-package)

## When to trigger

- The analysis is settled and the data/code package must be assembled before submission or at acceptance
- Some inputs are **restricted** (IMF program data, central-bank micro data, proprietary flows) and cannot be redistributed
- A cross-country dataset stitches many sources (IFS, BOP, WEO, BIS, EPFR, national accounts) and the lineage is undocumented
- A referee or editor asks for a reproducibility check or a data-availability statement
- Code runs only on one machine; seeds, versions, and the build order are not pinned

## The IMFER reproducibility reality

IMFER work leans on **international-macro data that is often partly restricted** — IMF surveillance data, central-bank confidential series, commercial flow data (EPFR), or program-specific files. The package must make everything **reproducible in principle even when some inputs cannot be shipped**: provide the build scripts, the exact source and vintage of each series, and clear instructions for obtaining the restricted inputs, so a replicator with access can rebuild the analysis dataset and regenerate every exhibit. Confirm the journal's current data-availability and deposit requirements on the official pages (检索于 2026-06;以官网为准).
Back to top