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ksolomon
ksolomonCOMMUNITY
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claude-automation-recommender

Analyzes a codebase and recommends Claude Code hooks, subagents, skills, plugins, and MCP servers.

1|Updated Jul 6, 2015
Search Tags:#automation#claude code#hooks#subagents#MCP servers#codebase analysis#plugins
One-click install
npx skills add https://github.com/ksolomon/dotfiles --skill claude-automation-recommender-ksolomon
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: claude-automation-recommender
Source: https://github.com/ksolomon/dotfiles/tree/main/AI/.claude/plugins/marketplaces/claude-plugins-official/plugins/claude-code-setup/skills/claude-automation-recommender
Command: npx skills add https://github.com/ksolomon/dotfiles --skill claude-automation-recommender-ksolomon

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Choosing the right Claude Code automations for a project is difficult because hooks, subagents, skills, plugins, and MCP servers each fit different scenarios. This Skill inspects your codebase and produces a tailored, read-only recommendations report so you know exactly which automations to set up. ## Core Features & Use Cases - Codebase Analysis: Detects languages, frameworks, databases, testing tools, and CI/CD setup from files like package.json, pyproject.toml, and existing .claude/ configuration. - Multi-Category Recommendations: Suggests the top 1-2 MCP servers, skills, hooks, subagents, and plugins matched to detected codebase signals, backed by detailed reference guides. - Structured Report Output: Produces a formatted Markdown report with install commands, configuration locations, and rationale for each recommendation. - Use Case: After cloning a React and Supabase project, run this Skill to get recommendations such as the context7 MCP server for live docs, a Supabase MCP for database access, and a Prettier auto-format hook. ## Quick Start Ask Claude to analyze this codebase and recommend the best Claude Code automations for my project setup.

Frequently Asked Questions about claude-automation-recommender

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I get Claude Code automation recommendations for my project?▼

Invoke the skill and it scans your codebase for signals like package.json, pyproject.toml, test directories, and existing .claude config. It then outputs a report with the top 1-2 recommendations per category: MCP servers, skills, hooks, subagents, and plugins.

What MCP servers should I use for a React or Supabase project?▼

For React projects, the skill typically recommends context7 for live library documentation and Playwright MCP for browser testing. When it detects @supabase/supabase-js in dependencies, it recommends the Supabase MCP server for direct database operations.

Does this skill modify my codebase or configuration files?▼

No, the skill is strictly read-only. It analyzes the codebase and outputs a recommendations report, but it does not create or modify any files. You implement the recommendations yourself or ask Claude separately to help build them.

When should I use hooks versus subagents in Claude Code?▼

Hooks fit repetitive automatic actions like formatting on save, linting, or blocking edits to sensitive files such as .env. Subagents fit specialized parallel work like security review, test generation, or performance analysis on large codebases.

Can I get more than two recommendations per automation category?▼

Yes. By default the skill limits output to the top 1-2 recommendations per category to avoid overload, but if you ask for a specific type such as hooks or MCP servers, it provides 3-5 focused options for that category.

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