Claude MarketplacesSubmit
anthropics avatar

Claude Automation Recommender

anthropics/claude-plugins-officialOfficial

If you're staring at a fresh codebase wondering which Claude Code features to set up first, this skill does the detective work for you. It scans your project structure, detects your stack (React, FastAPI, whatever), and recommends specific hooks, MCP servers, skills, subagents, and plugins tailored to what you're actually building. The output is deliberately constrained to 1-2 recommendations per category so you're not drowning in options. It's read-only by design, just analysis and suggestions. You then implement the recommendations yourself or ask Claude to help build them. Useful for both initial Claude Code setup and periodic workflow optimization when you suspect you're missing automations that would save time.

install copies · 90 days. Times the install command was copied on this site in the last 90 days, bots filtered.
12
skills.sh installs
10.7K
GitHub stars
46.7K
last updated
Aug 21, 2026
View on GitHub

Install

$ npx -y skills add anthropics/claude-plugins-official --skill claude-automation-recommender --agent claude-code

Installs into .claude/skills of the current project.

Files

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

SKILL.md on GitHub

Sponsors

Promote your product hereReach 125k+ visitors monthlyPromote your product hereReach 125k+ visitors monthlyAgent CaffeineSponsoredClose your lid, come back to finished workSnugSponsoredThe clipboard manager for the AI eraPromote your product hereReach 125k+ visitors monthlyWaxSponsoredBlock anything with supervision, without erasing your iPhonePromote your product hereReach 125k+ visitors monthlyknobsSponsoredSee your site on any phone, any day, in any language

Details

Repository
github.com/anthropics/claude-plugins-official
Categories
Frontend Development, AI & Agent Building, Automation & Workflows

More from anthropics/claude-plugins-official

All 24

Recommended

More Frontend Development
1flutter avatarflutter-building-layoutsflutter/skillsMaster Flutter's constraint system to build responsive, overflow-free layouts efficiently.10.7Kskills.sh installs
2nomadamas avatarkorean-privacy-termsnomadamas/k-skillkimlawtech/korean-privacy-terms (Apache-2.0) 업스트림을 경유해 Next.js 프로젝트에 한국 법령(개인정보보호법·약관규제법·전자상거래법) 기반 개인정보처리방침·이용약관·쿠키 배너·동의 모달을 생성하는 thin wrapper 스킬.10.2Kskills.sh installs
3figma avatarfigma-usefigma/mcp-server-guide**MANDATORY prerequisite** — you MUST invoke this skill BEFORE every `use_figma` tool call. NEVER call `use_figma` directly without loading this skill first. Sk9.8Kskills.sh installs
4anthropics avatarbuild-dashboardanthropics/knowledge-work-pluginsBuild an interactive HTML dashboard with charts, filters, and tables. Use when creating an executive overview with KPI cards, turning query results into a share9.4Kskills.sh installs
5github avatarnext-intl-add-languagegithub/awesome-copilotAdd new language to a Next.js + next-intl application9.4Kskills.sh installs
6openai avatarplaywrightopenai/skillsUse when the task requires automating a real browser from the terminal (navigation, form filling, snapshots, screenshots, data extraction, UI-flow debugging) vi9.3Kskills.sh installs