langgraph-email-automation: Multi AI agents for customer support email automation built with Langchain & Langgraph

by kaymen99 · Agent Tool · ★ 278

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install langgraph-email-automation

git clone https://github.com/kaymen99/langgraph-email-automation.git

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 69/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

ai-agentsai-automationai-customer-serviceai-customer-supportcustomer-supportcustomer-support-automationemail-automationgmail-apilangchainlanggraph

Quick Facts

Stars278
Forks79
LanguagePython
CategoryAgent Tool
Quality Score69/100
Open Issues6
Last Updated2025-02-13
Created2024-06-10
Platformspython
Est. Tokens~21k

About langgraph-email-automation

🚀 Customer Support Email Automation with AI Agents and RAG 📩 FULL TUTORIAL: Build AI-Powered Email Automation Using AI Agents + RAG! 👉 Read Now 🎯 Introduction In today's fast-paced environment, customers demand quick, accurate, and personalized responses—expectations that can overwhelm traditional support teams.

Compatible Skills

These tools work well together with langgraph-email-automation for enhanced workflows:

  • llm-agents-interview — semantic(0.20)+complementary+shared_fw(langchain)+same_lang+similar_pop+shared_platform (60%)

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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