economics-ml SKILL.md skillC
economics-ml from garroshub/ai-economist-skill is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add garroshub/ai-economist-skill/economics-ml@git:20260713.2a00d28Pins git:20260713.2a00d28 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- C, 14 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- garroshub/ai-economist-skill
- Path
economics-ml/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260713.2a00d28, committed Jul 13, 2026
- Size
- 6,181 bytes
- Repository stars
- 35
- License
- MIT
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Economics ML Skill Use this skill for macroeconomic nowcasting, central-bank policy diagnostics, economics-oriented ML calibration, and validation reports. ## Interface Treat this as an agent skill first. A runtime installation should include this file, `requirements.txt`, `main.py`, `backtest_engine.py`, and `src/`. Use the bundled Python scripts when the user asks for a live run, fresh backtest, regenerated dashboard snapshot, or reproducible artifact. For interpretive questions, answer from the latest available report, snapshot, user-supplied numbers, or cited public data. ## Operating Principles - Do not expose private keys, local machine identifiers, personal names, or unpublished private data in generated reports or dashboard text. - Keep the structural economics model as the primary estimate. - Use ML as an auxiliary calibration, measurement, nuisance-estimation, heterogeneity, or validation layer. - Do not describe ML calibration as the main forecast. - Keep causal language conservative. Separate measurement, prediction, association, identification, and policy evaluation. - Treat boundary and discontinuity designs as nonparametric econometrics unless …
Read the whole file at its exact version.
How to install
mdr add garroshub/ai-economist-skill/economics-ml@sha256:38b2c1f6a9f94312The line at the top of this page pins the label git:20260713.2a00d28, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_n3t3u2ieagpwwcsa)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 13, 2026.
Audit of the latest version
- fail: Frontmatter block present
- fail: Frontmatter declares a name
- fail: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (6181 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
garroshub/ai-economist-skill · 35 stars · license MIT · pushed 2026-10-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_n3t3u2ieagpwwcsa GET https://markdownregistry.com/api/v1/resolve?ref=garroshub/ai-economist-skill/economics-ml GET https://markdownregistry.com/api/v1/blob/38b2c1f6a9f94312b3dca20eecfc826620aad901c3eaa73215649d9bcbc19e1e
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.