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claude-automation-recommender

Analyze a codebase and recommend Claude Code hooks, subagents, skills, plugins, and MCP servers.

16|1|Updated Mar 20, 2026
Search Tags:#automation#claude code#hooks#subagents#MCP servers#codebase analysis#recommendations
One-click install
npx skills add https://github.com/SocialGouv/iterion --skill claude-automation-recommender-socialgouv
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: claude-automation-recommender
Source: https://github.com/SocialGouv/iterion/tree/main/vendor/github.com/SocialGouv/claw-code-go/internal/tools/bundled_skills/claude-code-setup/skills/claude-automation-recommender
Command: npx skills add https://github.com/SocialGouv/iterion --skill claude-automation-recommender-socialgouv

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Choosing the right Claude Code automations for a project is hard because hooks, subagents, skills, plugins, and MCP servers each fit different needs. This Skill inspects your codebase and produces a tailored, read-only recommendation report so you know exactly which automations to set up. ## Core Features & Use Cases - Codebase Analysis: Detects languages, frameworks, databases, testing tools, CI/CD, and existing Claude Code configuration from project files. - Five Automation Categories: Recommends the top 1-2 MCP servers, skills, hooks, subagents, and plugins matched to detected codebase signals. - Structured Report Output: Produces a Markdown recommendations report with install commands, file locations, and rationale for each suggestion. - Use Case: Point it at a React/TypeScript project with Supabase and it will recommend the context7 and Supabase MCP servers, a Prettier auto-format hook, and a code-reviewer subagent. ## Quick Start Ask Claude to analyze this codebase and recommend the best Claude Code automations for it.

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 project files such as package.json, pyproject.toml, and go.mod, then outputs a report with the top 1-2 recommendations per category: MCP servers, skills, hooks, subagents, and plugins.

What Claude Code automation types does the recommender cover?▼

It covers five types: hooks for automatic actions on tool events, subagents for parallel specialized reviewers, skills for packaged workflows, plugins for installable skill bundles, and MCP servers for external tool integrations.

Does the automation recommender modify my codebase or config files?▼

No, the skill is strictly read-only. It analyzes the codebase and outputs recommendations only; you implement them yourself or ask Claude separately to help build them.

How does it decide which MCP servers to recommend?▼

It matches detected dependencies and services to known MCP servers, for example Supabase usage suggests the Supabase MCP, a GitHub remote suggests the GitHub MCP, and popular libraries suggest context7 for live documentation lookup.

Can I get recommendations for only one automation type?▼

Yes, if you ask for a specific type such as hooks or subagents, the skill focuses only on that category and provides 3-5 recommendations instead of the default 1-2 per category.

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