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Agent skill

PR Workflow

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

Reviews anomalib contributor workflow, PR title, branch naming, and quality gate expectations

Apache-2.0Auto-check passedTesting & QA

Install PR Workflow

skills CLI
$ npx skills add open-edge-platform/anomalib --skill pr-workflow -a claude-code

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

GitHub CLI
$ gh skill install open-edge-platform/anomalib pr-workflow --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/pr-workflow .claude/skills/pr-workflow && 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
pr-workflow
GitHub stars
6.2k
Token cost
~592 tokens
SKILL.md length
272 words
Files
1
Skills in repo
17
Repo updated
First seen
Licence
Apache-2.0

At a glance

Reviews anomalib contributor workflow, PR title, branch naming, and quality gate expectations

  • Tasks that involve Quality gates
  • SKILL.md covers Purpose and scope, Request changes when, Quality gates and PR titles and branch names, plus 4 more sections
  • Calls pytest

What it does

PR Workflow is an agent skill from open-edge-platform/anomalib. Reviews anomalib contributor workflow, PR title, branch naming, and quality gate expectations

Its SKILL.md is about 590 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 Testing & QA, covering Quality gates. 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 Quality gates

Example prompts

  • “Use the pr-workflow skill to review anomalib contributor workflow, PR title, branch naming, and quality gate expectations”
  • “/pr-workflow”

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

    Shell commands in SKILL.md call:

    • pytest

    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

PR Workflow loads about 592 tokens when it runs. Until then it costs about 26 tokens; SKILL.md has 272 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~26
When it runs · the whole SKILL.md, loaded when a task matches
~592

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). 272 words, ~592 tokens.

Download SKILL.mdSave it as .claude/skills/pr-workflow/SKILL.md (or your agent's skills folder).
name
pr-workflow
description
Reviews anomalib contributor workflow, PR title, branch naming, and quality gate expectations

Anomalib PR Workflow Review

Use this skill when reviewing whether a change is ready for contribution and merge.

Purpose and scope

Use this skill for merge readiness, contributor workflow, CI expectations, PR title checks, and branch naming.

Request changes when

  • the PR title does not follow the repository's Conventional Commit style;
  • branch naming does not match <type>/<scope>/<description>;
  • required quality gates, docs, tests, or changelog updates are missing;
  • workflow or security-sensitive changes are not reviewed to the repo's standards.

Quality gates

  • Contributors are expected to run prek run --all-files and pytest tests/ before finalizing a PR.
  • Review feedback should align with the project's configured checks in pyproject.toml and .pre-commit-config.yaml.
  • Security-sensitive changes should be reviewed with the repo's CI security tooling in mind: Bandit, CodeQL, Semgrep, Zizmor, Trivy, and Dependabot.

PR titles and branch names

  • PR titles should follow Conventional Commits as described in CONTRIBUTING.md.
  • Branch names should follow <type>/<scope>/<description>.
  • Allowed types and scopes should match the repository's Commitizen configuration in pyproject.toml.

Reviewer expectations

  • Ask for precise, actionable fixes grounded in repo policy rather than generic preferences.
  • Escalate missing tests, missing docs, missing changelog entries, or workflow/security risks before approval.
  • Be stricter when a PR changes CLI entrypoints, workflows, deployment, inferencers, or user-facing public APIs.

Repo-grounded review anchors

  • CONTRIBUTING.md
  • docs/source/markdown/guides/developer/contributing.md
  • docs/source/markdown/guides/developer/code_review_checklist.md
  • .pre-commit-config.yaml
  • pyproject.toml
  • SECURITY.md

Review prompts

  • Is the PR title valid for the eventual squash commit?
  • Are branch naming, changelog, tests, and docs in good shape for merge?
  • Do the requested changes line up with the project's existing CI and security gates?

Reviewer checklist

  • Check PR title.
  • Check branch naming.
  • Check CI, test, doc, and changelog readiness.
  • Check workflow and security-sensitive files more strictly.

© 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/pr-workflow of open-edge-platform/anomalib.

Open the folder on GitHubat commit 6f54715

Compare with similar skills

PR Workflow 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.

PR Workflow compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
PR Workflow this skillopen-edge-platform/anomalib6.2k—~592Automated safety check: PassApache-2.0
Feature Plannerserendipity1004/cc-feature-implementer176—~2.4kAutomated safety check: PassNone
Ccg Workflowfengshao1227/ccg-workflow5.9k—~2.3kAutomated safety check: PassMIT
Conducty Checkpointrobertbarclayy/conducty176—~1.5kAutomated safety check: PassMIT
Mission Plannerjdforsythe/forge151—~3.5kAutomated safety check: PassMIT
Quality Gate0xNyk/lacp305—~382Automated safety check: PassMIT

Similar skills

  • Feature Planner

    serendipity1004/cc-feature-implementer

    Creates phase-based feature plans with quality gates and incremental delivery structure.

    176 GitHub stars~2.4k tokensUpdated 9 mo ago
    Testing & QAAuto-check passed

  • Ccg Workflow

    fengshao1227/ccg-workflow

    How to run a non-trivial change end to end with the CCG role tools (ccganalyze / ccgdesign / ccgbuild / ccgdebug / ccgoptimize / ccgreview / ccgtest) and the verify- quality gates.

    5.9k GitHub stars~2.3k tokensUpdated 23 days ago
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  • Conducty Checkpoint

    robertbarclayy/conducty

    Quality gate between parallelization groups. An agent skill from robertbarclayy/conducty.

    176 GitHub stars~1.5k tokensUpdated 3 mo ago
    Testing & QAAuto-check passed

  • Mission Planner

    jdforsythe/forge

    Decomposes goals into team blueprints using evidence-based scaling laws, topology selection, and role design.

    151 GitHub stars~3.5k tokensUpdated 3 mo ago
    Testing & QAAuto-check passed

  • Quality Gate

    0xNyk/lacp

    Production quality gate for agent sessions. An agent skill from 0xNyk/lacp.

    305 GitHub stars~382 tokensUpdated 16 days ago
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  • Deploy Workflow

    nwiizo/ccswarm

    Release deployment process for ccswarm. An agent skill from nwiizo/ccswarm.

    153 GitHub stars~582 tokensUpdated 24 days ago
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More from open-edge-platform/anomalib

All 17 skills in this repo

  • Anomalib Adding A Datamodule

    open-edge-platform/anomalib

    Adds a new dataset/datamodule to anomalib under src/anomalib/data/.

    6.2k GitHub stars~3.7k tokensUpdated yesterday
    Auto-check passed

  • Anomalib Adding A Model

    open-edge-platform/anomalib

    Adds a new anomaly-detection model to anomalib under src/anomalib/models/.

    6.2k GitHub stars~1.9k tokensUpdated yesterday
    Auto-check passed

  • Anomalib Benchmarking

    open-edge-platform/anomalib

    Runs the anomalib benchmarking pipeline to train/evaluate a grid of model + dataset (+ category) combinations and collect metrics into a results CSV.

    6.2k GitHub stars~1k tokensUpdated yesterday
    Auto-check passed

  • Anomalib Tiled Ensemble

    open-edge-platform/anomalib

    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.

    6.2k GitHub stars~1.4k tokensUpdated yesterday
    Auto-check passed

  • Anomalib Training

    open-edge-platform/anomalib

    Trains an anomalib model on a dataset via the Python API or CLI, including training on a custom folder-structured dataset with the Folder datamodule.

    6.2k GitHub stars~1.4k tokensUpdated yesterday
    Auto-check passed

  • Model Sample Image Export

    open-edge-platform/anomalib

    Export, validate, and publish model sample-result images into docs/source/images and reference them from README/docs pages.

    6.2k GitHub stars~874 tokensUpdated yesterday
    Auto-check passed

Categories

Questions about PR Workflow

What does PR Workflow do?

Reviews anomalib contributor workflow, PR title, branch naming, and quality gate expectations. PR Workflow is an agent skill from open-edge-platform/anomalib.

When should I use PR Workflow?

PR Workflow fits situations like: tasks that involve Quality gates.

How do I install PR Workflow in Claude Code?

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

How do I install PR Workflow in Codex?

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

Can I use PR Workflow 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 pr-workflow -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/pr-workflow, .gemini/skills/pr-workflow, .github/skills/pr-workflow and .opencode/skills/pr-workflow in your project.

What does PR Workflow need to run?

Going by SKILL.md and its folder, PR Workflow needs the command-line tools its instructions call (pytest).

Does PR Workflow 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 PR Workflow 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 PR Workflow use?

PR Workflow 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 PR Workflow use?

About 592 tokens (SKILL.md is roughly 2.4k 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 PR Workflow?

Skills that share tags, products or a category with PR Workflow: Feature Planner (serendipity1004/cc-feature-implementer, 176 stars), Ccg Workflow (fengshao1227/ccg-workflow, 5.9k stars), Conducty Checkpoint (robertbarclayy/conducty, 176 stars) and Mission Planner (jdforsythe/forge, 151 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains PR Workflow?

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.