claude-automation-recommender

SKILL.md

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