anthropics/claude-plugins-official
claude-automation-recommender
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.
Before you install
- Last update
- Files in folder
- 6
- Scripts
- No script files found
- SKILL.md size
- 11 KB (about 2,749 tokens of context each time it loads)
- License
- Apache-2.0
- Source on GitHub
- anthropics/claude-plugins-official
Skills are plain text instructions the agent follows, sometimes with scripts. Check the source, prefer repositories with many installs and stars, and read any script it ships.
Install
npx skills add anthropics/claude-plugins-official@claude-automation-recommenderRuns in a terminal with Node.js 18 or newer. Add -y to skip the prompts and -g to install for every project instead of this one.
Install for your agent
npx skills add anthropics/claude-plugins-official@claude-automation-recommender --agent claude-code -y- Project install writes to
.claude/skills/claude-automation-recommender- Global install writes to
~/.claude/skills/claude-automation-recommender
Start a new session afterwards so the agent picks the skill up. In Claude Code you can also call it directly with /claude-automation-recommender.
What it does
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…
Excerpt from the skill's own SKILL.md. Read the full file on GitHub before installing: skills run with your agent's permissions.
Categories
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- playground
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Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
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This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent examples", "agent tools", "agent colors", "autonomous agent", or needs guidance on agent structure, system prompts, triggering conditions, or agent development best practices for Claude Code plugins.
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