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Skills · SkillEveryday codingData & AIAgents & MCPMachine learningReviewed

claude-automation-recommender

Analyzes a codebase and recommends Claude Code hooks, subagents, skills, plugins and MCP servers that fit its patterns.

Kind
Skill
Works with
Claude Code
Source
anthropics/claude-plugins-official @ 58267944f921
Path
plugins/claude-code-setup/skills/claude-automation-recommender/SKILL.md
Jobs
Planning, Automation
Topics
Agents & MCP, Machine learning

Credit

Made by
anthropics
Original
github.com/anthropics/claude-plugins-official/blob/58267944f9…
License
Apache-2.0

Listed by Skill Manifest; not made by us.

InstallInstall it from a plugin marketplace.
/plugin install claude-code-setup@claude-plugins-official
Install factsScanned 2 Nov 2026
Adds
  • .claude/skills/claude-automation-recommender/ (the skill folder)
  • 5 file(s) the skill refers to
Runs scripts
Yes
  • allowed-tools includes Bash
  • shell block in the text
Uses the network
None found
Needs secrets
None found
Source revision
58267944f921
Licence
Apache-2.0
Last activity
1 Nov 2026
Review
Reviewed

Found by a static scan of the stored text; nothing is run. “None found” is not a guarantee, so read what you install before you run it.

  • Only the main file is read; other files in the folder are not scanned
# 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 |
…