claude-automation-recommender
Analyze codebases and recommend tailored Claude Code automations across all extensibility options.
- Scans project structure, dependencies, and configuration to identify the most valuable automations for hooks, subagents, skills, plugins, and MCP servers
- Provides 1–2 focused recommendations per category with specific reasoning tied to detected frameworks, libraries, and patterns
- Read-only analysis; outputs recommendations for users to implement themselves or request Claude to build
- Covers MCP servers for external integrations (databases, APIs, GitHub, Slack), skills for repeated workflows, hooks for auto-formatting and validation, and subagents for specialized reviews
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
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