oaustegard/claude-skills · forecasting-reverso/SKILL.md

forecasting-reverso skillA

forecasting-reverso is agent-read markdown (skill) from oaustegard/claude-skills: Zero-shot univariate time series forecasting using the Reverso foundation model (NumPy/Numba CPU-only inference). Activate when users provide time series data and request forecasts, predictions, or extrapolations. Supports Reverso Small (550K params). Triggers on "forecast", "predict", "time series", "Reverso", or when tabular data with a temporal dimension needs future-value estimation..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add oaustegard/claude-skills/forecasting-reverso@v0.1.0
Exact content
mdr add oaustegard/claude-skills/forecasting-reverso@sha256:b9c82317f0201d88

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_n4isub3vphzw7y2u.svg)](https://markdownregistry.com/a/art_n4isub3vphzw7y2u)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
v0.1.0 latest2026-07-25 4b31e7d 5,887 BA view · diff
git:20260224.de5777d2026-02-24 de5777d 5,860 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (5887 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

Source

GitHub

oaustegard/claude-skills · 148 stars · license MIT · pushed 2026-09-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_n4isub3vphzw7y2u
GET https://markdownregistry.com/api/v1/resolve?ref=oaustegard/claude-skills/forecasting-reverso
GET https://markdownregistry.com/api/v1/blob/b9c82317f0201d88ab0ea7bcb81d458aeef8117bbd1c6495b8aa3b077f0578ec

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.