since-cutoff SKILL.md skillA

since-cutoff from mohammadhijjawi97/since-cutoff is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add mohammadhijjawi97/since-cutoff/since-cutoff@v0.5.0

Pins v0.5.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
mohammadhijjawi97/since-cutoff
Path
skills/since-cutoff/SKILL.md
Versions recorded
10
Latest version
v0.5.0, committed Oct 17, 2026
First version recorded
Sep 25, 2026
Size
10,320 bytes
Repository stars
10
License
MIT

Find which dependency APIs this project's Python code uses changed after the model's training cutoff (no model calls), write short AGENTS.md or CLAUDE.md notes from the API diff, each with its source, and keep them in step with the lockfile; optionally measure which of the changes the model gets wrong. Use when the user asks whether the model knows their library versions, when code keeps failing on renamed or removed library APIs, or after upgrading dependencies. Trigger with requests such as…

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

# since-cutoff

`since-cutoff` is a command-line tool that finds the APIs a project's dependencies changed after
the model's training cutoff and writes notes about them, each with its source. Run the tool and
report what it prints.

## Overview

- `since-cutoff scan` compares, for each dependency, the public API of the latest release on or
  before the model's training cutoff with the version the project pins (a static diff, no model
  calls), and lists the changed APIs the code uses.
- `since-cutoff sync` writes notes from that diff into a marked block in AGENTS.md or CLAUDE.md
  and keeps them in step with the lockfile; `since-cutoff status` checks the block offline, and
  `since-cutoff unapply` removes it.
- `since-cutoff run` is optional. It does the measuring itself by calling a fresh copy of the
  model with no tools and no project context, so **do not answer the probe tasks yourself and
  do not guess results**.

## Prerequisites

- A Python project with its dependencies in `pyproject.toml`, `requirements.txt` or a lockfile.
- since-cutoff on PATH, or uv or pipx to run it (`uvx since-cutoff`, `pipx run since-cutoff`).
- Network access to PyPI; `status` works offline.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add mohammadhijjawi97/since-cutoff/since-cutoff@sha256:19440ce84df58caa

The line at the top of this page pins the label v0.5.0, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_4soipwku5463jism.svg)](https://markdownregistry.com/a/art_4soipwku5463jism)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 10 versions of this file, between Sep 25, 2026 and Oct 17, 2026, about one every 2 days.

versioncommittedcommitsizeaudit
v0.5.0 latest2026-10-17 9a216e7 10,320 BA view · diff
v0.5.02026-10-04 ad2584e 9,898 BA view · diff
v0.5.02026-09-28 30cc49f 9,886 BA view · diff
v0.4.12026-09-28 5911cb5 9,886 BA view · diff
git:20260928.f2108c12026-09-28 f2108c1 5,748 BA view · diff
git:20260927.15aae792026-09-27 15aae79 5,718 BA view · diff
git:20260927.15be0b32026-09-27 15be0b3 4,552 BA view · diff
git:20260927.2bd28fc2026-09-27 2bd28fc 3,806 BA view · diff
git:20260926.d824dcd2026-09-26 d824dcd 2,249 BA view · diff
git:20260925.ac848bc2026-09-25 ac848bc 2,404 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (10320 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

mohammadhijjawi97/since-cutoff · 10 stars · license MIT · pushed 2026-10-18 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_4soipwku5463jism
GET https://markdownregistry.com/api/v1/resolve?ref=mohammadhijjawi97/since-cutoff/since-cutoff
GET https://markdownregistry.com/api/v1/blob/19440ce84df58caab5b9701d8d459d47c23f0ea9eaf11a981f0af0fe52868d14

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.

Browse by kind, by grade A, or by owner.