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Claude Automation Recommender

poranthropics·anthropics· v1.0.0 · atualizado em 2026-04-10

Score

Analyze a codebase and recommend Claude Code automations (hooks, subagents, skills, plugins, MCP servers). Use when user asks for automation recommendations, wants to optimize their Claude Code setup, mentions improving Claude Code workflows, asks how to first set up Claude Code for a project, or wants to know what Claude Code features they should use.

claude-codeautomationcodebase-analysisllm-workflowsagent-skillsmcp-servershookssubagents

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Documento do Skill

SKILL.mdclaude-automation-recommender/workflow

Analyze Codebase — : Use CLI commands to gather project context (language, framework, dependencies, existing Claude Code config).

Identify Key Indicators — : Detect language, framework, frontend/backend stack, database, APIs, testing, CI/CD, issue tracking, and documentation.

Generate Recommendations — : Based on analysis, suggest MCP servers, skills, hooks, subagents, and plugins.

Prioritize Recommendations — : Select the top 1-2 most valuable automations per category.

Format Report — : Create a clear report with codebase profile and specific recommendations.

Provide Implementation Guidance — : Include instructions for MCP server setup, headless mode, and hook permissions.

Telemetria de Agentes

Execuções

total

Taxa de Sucesso

últimos 30d

Latência Média

0.0s

p50

Alucinação

0.0%

detecção

Tokens Entrada

avg 0/exec

Tokens Saída

avg 0/exec

Uso por Plataforma

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Árvore do Skill

Claude Automation Recommender

claude-automation-recommender

Fases Cognitivas5

1.SENSE

2.CONTEXTUALIZE

3.HYPOTHESIZE

4.EVALUATE

5.RECOMMEND

Triggers9

recommend Claude Code automationsoptimize my Claude Code setupimprove Claude Code workflowshow to set up Claude Code for a projectwhat Claude Code features should I useanalyze my codebase for automation opportunitiessuggest hooks for my projectrecommend subagents for code reviewfind plugins for my codebase

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Score Breakdown

⭐Avaliação Humana0%

🤖Sucesso de Agentes0%

🕐Atualidade100%

🔗Saúde de Dependências100%

🕸️Centralidade no Grafo0%

🛡️Segurança50%

CompositeScore = α·Humano + β·Agente + γ·Recência + δ·Deps + ε·Centralidade + ζ·Segurança

Instalação

$ synaptic mcp download claude-automation-recommender

$ synaptic skills detail claude-automation-recommender

$ synaptic skills live claude-automation-recommender

Links

GitHub Repository