claude-automation-recommender SKILL.md skillA

claude-automation-recommender from anthropics/claude-plugins-official is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

mdr add anthropics/claude-plugins-official/claude-automation-recommender@git:20260528.fc49e68

Pins git:20260528.fc49e68 in mdr.lock. Pin the fingerprint instead.

Audit grade

A, 17 of 17 checks passed

Kind

SKILL.md skill

Repository

anthropics/claude-plugins-official

Path

plugins/claude-code-setup/skills/claude-automation-recommender/SKILL.md

Versions recorded

3

Latest version

git:20260528.fc49e68, committed May 28, 2026

First version recorded

Jan 16, 2026

Size

10,995 bytes

Repository stars

43,118

License

Apache-2.0

Analyze a codebase and recommend Claude Code automations (hooks, subagents, skills, plugins, MCP servers). Use when user asks for automation recommendations, wants to optimize their Claude Code setup, mentions improving Claude Code workflows, asks how to first set up Claude Code for a project, or wants to know what Claude Code features they should use.

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

# Claude Automation Recommender

Analyze codebase patterns to recommend tailored Claude Code automations across all extensibility options.

**This skill is read-only.** It analyzes the codebase and outputs recommendations. It does NOT create or modify any files. Users implement the recommendations themselves or ask Claude separately to help build them.

## Output Guidelines

- **Recommend 1-2 of each type**: Don't overwhelm - surface the top 1-2 most valuable automations per category
- **If user asks for a specific type**: Focus only on that type and provide more options (3-5 recommendations)
- **Go beyond the reference lists**: The reference files contain common patterns, but use web search to find recommendations specific to the codebase's tools, frameworks, and libraries
- **Tell users they can ask for more**: End by noting they can request more recommendations for any specific category

## Automation Types Overview

| Type | Best For |
|------|----------|
| **Hooks** | Automatic actions on tool events (format on save, lint, block edits) |
| **Subagents** | Specialized reviewers/analyzers that run in parallel |
…

Read the whole file at its exact version.

How to install

mdr add anthropics/claude-plugins-official/claude-automation-recommender@sha256:441c57e26f0931b6

[![mdr](https://markdownregistry.com/badge/art_brqt2k5uxh6ip62f.svg)](https://markdownregistry.com/a/art_brqt2k5uxh6ip62f)

Versions

The registry has recorded 3 versions of this file, between Jan 16, 2026 and May 28, 2026, about one every 66 days.

Audit of the latest version

Source

API

GET https://markdownregistry.com/api/v1/artifacts/art_brqt2k5uxh6ip62f
GET https://markdownregistry.com/api/v1/resolve?ref=anthropics/claude-plugins-official/claude-automation-recommender
GET https://markdownregistry.com/api/v1/blob/441c57e26f0931b64dd085deaad9213c4e3efea27d916dd7443cd33c7e338227

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.

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