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Agent skill

Docs Changelog

by open-edge-platform in open-edge-platform/anomalib

Reviews anomalib docstrings, documentation updates, and changelog expectations

Apache-2.0Auto-check passedDevelopment

Install Docs Changelog

skills CLI
$ npx skills add open-edge-platform/anomalib --skill docs-changelog -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install open-edge-platform/anomalib docs-changelog --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/open-edge-platform/anomalib.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/docs-changelog .claude/skills/docs-changelog && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
docs-changelog
GitHub stars
6.2k
Token cost
~660 tokens
SKILL.md length
312 words
Files
1
Skills in repo
17
Repo updated
First seen
Licence
Apache-2.0

At a glance

Reviews anomalib docstrings, documentation updates, and changelog expectations

  • Tasks that involve Changelog and release notes
  • SKILL.md covers Purpose and scope, Request changes when, Docstrings and Documentation updates, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Tasks that involve Technical documentation

What it does

Docs Changelog is an agent skill from open-edge-platform/anomalib. Reviews anomalib docstrings, documentation updates, and changelog expectations

Its SKILL.md is about 660 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Development, covering Changelog and release notes and Technical documentation. It works with Python. The repository describes itself as: An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference. The licence is Apache-2.0.

When your agent uses it

  • Tasks that involve Changelog and release notes
  • Tasks that involve Technical documentation

Example prompts

  • “Use the docs-changelog skill to review anomalib docstrings, documentation updates, and changelog expectations”
  • “/docs-changelog”

Requirements

  • Python 3

What it can do on your machine

Read from SKILL.md and the folder at commit 6f54715. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Docs Changelog loads about 660 tokens when it runs. Until then it costs about 23 tokens; SKILL.md has 312 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~23
When it runs · the whole SKILL.md, loaded when a task matches
~660

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from open-edge-platform/anomalib at commit 6f54715, republished under its Apache-2.0 licence (© open-edge-platform). 312 words, ~660 tokens.

Download SKILL.mdSave it as .claude/skills/docs-changelog/SKILL.md (or your agent's skills folder).
name
docs-changelog
description
Reviews anomalib docstrings, documentation updates, and changelog expectations

Anomalib Documentation and Changelog Review

Use this skill when reviewing docstrings, user docs, examples, READMEs, and release-note impact.

Purpose and scope

Use this skill when code changes may affect user-visible documentation, examples, READMEs, or release notes.

Request changes when

  • user-facing behavior changes without matching docs updates;
  • public APIs change without docstring or reference-doc updates;
  • a significant user-facing change is missing a CHANGELOG.md entry under ## [Unreleased];
  • examples or README usage snippets no longer match the actual API.

Docstrings

  • Public Python APIs should use Google-style docstrings.
  • Use the existing python-docstrings skill for docstring formatting details.
  • Ask for docstrings when behavior is non-trivial, user-facing, or part of a reusable API surface.
  • For tensors, arrays, batches, or structured outputs, ask reviewers to document shapes or field expectations when they matter for correct usage.

Documentation updates

  • If a PR changes APIs, CLI behavior, model behavior, config structure, workflows, or outputs, ask for related documentation updates.
  • Review the nearest documentation surface, not just the edited Python file: README.md, docs under docs/source/markdown/, model-specific README.md, examples, or reference pages.
  • Prefer small, precise doc updates over broad rewrites.

Changelog

  • Significant user-facing changes should update CHANGELOG.md under ## [Unreleased].
  • Use the existing Keep a Changelog section headings already present in the repo: Added, Removed, Changed, Deprecated, Fixed.
  • Purely internal changes may not need a changelog entry, but reviewers should call out missing entries for behavior, API, docs, or user workflow changes.

Repo-grounded review anchors

  • CONTRIBUTING.md
  • docs/source/markdown/guides/developer/contributing.md
  • .agents/skills/python-docstrings/SKILL.md
  • CHANGELOG.md

Review prompts

  • Does the code change require docstring, README, docs page, or example updates?
  • Are docstrings informative enough for users to understand behavior and expected inputs?
  • Should this change be recorded under ## [Unreleased]?
  • If a public symbol or module changed, is the reference documentation still accurate?

Reviewer checklist

  • Check docstrings for public APIs.
  • Check README, docs, and examples for user-facing changes.
  • Check CHANGELOG.md for significant changes.
  • Check that docs match the current API and workflow.

© open-edge-platform, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in .agents/skills/docs-changelog of open-edge-platform/anomalib.

Open the folder on GitHubat commit 6f54715

Compare with similar skills

Docs Changelog next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Docs Changelog compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Docs Changelog this skillopen-edge-platform/anomalib6.2k—~660Automated safety check: PassApache-2.0
Updating Docs For Releasestreamlit/docs178—~4kAutomated safety check: PassApache-2.0
Sync Docsayutaz/piper-plus220—~1.4kAutomated safety check: PassMIT
Simple Englishmoeru-ai/airi50k2 repos~4.6kAutomated safety check: PassMIT
Release Skillsnexmoe/eve4213 repos~3.3kAutomated safety check: PassNone
Adk Sample Creatorgoogle/adk-python22k—~1.3kAutomated safety check: PassApache-2.0

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All 17 skills in this repo

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  • Anomalib Adding A Model

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  • Anomalib Benchmarking

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  • Anomalib Tiled Ensemble

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    Runs and configures the anomalib tiled-ensemble pipeline, which trains/evaluates one model per image tile and merges results (with optional seam smoothing) for high-resolution anomaly detection.

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  • Anomalib Training

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  • Model Sample Image Export

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Works with

Categories

Questions about Docs Changelog

What does Docs Changelog do?

Reviews anomalib docstrings, documentation updates, and changelog expectations. Docs Changelog is an agent skill from open-edge-platform/anomalib.

When should I use Docs Changelog?

Docs Changelog fits situations like: tasks that involve Changelog and release notes; tasks that involve Technical documentation.

How do I install Docs Changelog in Claude Code?

Run `npx skills add open-edge-platform/anomalib --skill docs-changelog -a claude-code`. Or copy the skill folder (.agents/skills/docs-changelog in open-edge-platform/anomalib) into .claude/skills/docs-changelog in your project. Claude Code loads it when a task matches its description.

How do I install Docs Changelog in Codex?

Run `npx skills add open-edge-platform/anomalib --skill docs-changelog -a codex`. Or copy the skill folder (.agents/skills/docs-changelog in open-edge-platform/anomalib) into .agents/skills/docs-changelog in your project. Codex loads it when a task matches its description.

Can I use Docs Changelog in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add open-edge-platform/anomalib --skill docs-changelog -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/docs-changelog, .gemini/skills/docs-changelog, .github/skills/docs-changelog and .opencode/skills/docs-changelog in your project.

What does Docs Changelog need to run?

SKILL.md names no scripts, command-line tools or credentials: Docs Changelog is instructions for the agent only. Our summary lists: Python 3.

Does Docs Changelog access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Docs Changelog safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Docs Changelog use?

Docs Changelog is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Docs Changelog use?

About 660 tokens (SKILL.md is roughly 2.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Docs Changelog?

Skills that share tags, products or a category with Docs Changelog: Updating Docs For Release (streamlit/docs, 178 stars), Sync Docs (ayutaz/piper-plus, 220 stars), Simple English (moeru-ai/airi, 50k stars) and Release Skills (nexmoe/eve, 421 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Docs Changelog?

open-edge-platform (a GitHub organization) maintains it in open-edge-platform/anomalib, which has 6,226 GitHub stars. The repository holds 17 skills in this directory. The repository was last updated on October 7, 2026.

Source: open-edge-platform/anomalib on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.