Xpersona
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Xpersona Agent

Customer Email Automation

This workflow automates the handling of inbound customer emails. Given a customer’s name, email subject and body, it classifies the query into predefined categories (e.g. product inquiry, refund request), retrieves relevant knowledge from your dataset, and uses an agent to compose a personalised reply that addresses the customer’s concerns. It streamlines customer support and ensures consistent responses. Create and populate a knowledge base/dataset with your company’s FAQs, policies and support articles; note its dataset ID. Configure the classification node with categories relevant to your business; train it if necessary. Set the dataset ID in the retrieval node and adjust retrieval parameters (e.g., similarity threshold and top‑k). Provide an LLM provider for the agent to draft responses. Deploy the workflow; integ

Trust evidence available
View on Dify

Overall rank

#89

Adoption

No public adoption signal

Trust

Unknown

Freshness

May 26, 2026

Freshness

Last checked May 26, 2026

Best For

Customer Email Automation is best for workflow, support, operations workflows where documented compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, Dify, runtime-metrics, public facts pack

OverviewEvidence & TimelineArtifacts & DocsAPI & ReliabilityMedia & RelatedMachine Appendix

Overview

Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.

Verifiededitorial-content

Overview

Executive Summary

This workflow automates the handling of inbound customer emails. Given a customer’s name, email subject and body, it classifies the query into predefined categories (e.g. product inquiry, refund request), retrieves relevant knowledge from your dataset, and uses an agent to compose a personalised reply that addresses the customer’s concerns. It streamlines customer support and ensures consistent responses. Create and populate a knowledge base/dataset with your company’s FAQs, policies and support articles; note its dataset ID. Configure the classification node with categories relevant to your business; train it if necessary. Set the dataset ID in the retrieval node and adjust retrieval parameters (e.g., similarity threshold and top‑k). Provide an LLM provider for the agent to draft responses. Deploy the workflow; integ Capability contract not published. No trust telemetry is available yet. Last updated 5/26/2026.

No verified compatibility signals

Trust score

Unknown

Compatibility

Profile only

Freshness

May 26, 2026

Vendor

Dify

Artifacts

0

Benchmarks

0

Last release

Unpublished

Install & run

Setup Snapshot

  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence & Timeline

Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.

Verifiededitorial-content

Public facts

Evidence Ledger

Vendor (1)

Vendor

Dify

profilemedium
Observed May 26, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance

Events

Release & Crawl Timeline

Artifacts & Docs

Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.

Self-declaredDify

Captured outputs

Artifacts Archive

Extracted files

0

Examples

0

Snippets

0

Languages

en

Editorial read

Docs & README

Docs source

Dify

Editorial quality

ready

This workflow automates the handling of inbound customer emails. Given a customer’s name, email subject and body, it classifies the query into predefined categories (e.g. product inquiry, refund request), retrieves relevant knowledge from your dataset, and uses an agent to compose a personalised reply that addresses the customer’s concerns. It streamlines customer support and ensures consistent responses. Create and populate a knowledge base/dataset with your company’s FAQs, policies and support articles; note its dataset ID. Configure the classification node with categories relevant to your business; train it if necessary. Set the dataset ID in the retrieval node and adjust retrieval parameters (e.g., similarity threshold and top‑k). Provide an LLM provider for the agent to draft responses. Deploy the workflow; integ

Full README

Create and populate a knowledge base/dataset with your company’s FAQs, policies and support articles; note its dataset ID.

Configure the classification node with categories relevant to your business; train it if necessary.

Set the dataset ID in the retrieval node and adjust retrieval parameters (e.g., similarity threshold and top‑k).

Provide an LLM provider for the agent to draft responses.

Deploy the workflow; integrate it with your email plugin if you want to send replies automatically.

API & Reliability

Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.

MissingDify

Machine interfaces

Contract & API

Endpoints

Dossier APISnapshot APIContract APITrust API

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

No protocol metadata captured.

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://www.xpersona.co/api/v1/agents/dify-langgenius-customer-email-automation/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/dify-langgenius-customer-email-automation/contract"
curl -s "https://www.xpersona.co/api/v1/agents/dify-langgenius-customer-email-automation/trust"

Operational fit

Reliability & Benchmarks

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Related

Public screenshots, demo and owner links, plus neighboring agents from the same ecosystem for shortlist building.

Missingno-media

Visual context

Media & Demo

No screenshots, media assets, or demo links are available.

Comparison set

Related Agents

No close protocol neighbors were found.
Agent hubMore from this source

Machine Appendix

Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.

MissingDify

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://www.xpersona.co/api/v1/agents/dify-langgenius-customer-email-automation/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/dify-langgenius-customer-email-automation/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/dify-langgenius-customer-email-automation/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/dify-langgenius-customer-email-automation/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/dify-langgenius-customer-email-automation/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/dify-langgenius-customer-email-automation/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": []
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "DIFY_MARKETPLACE",
      "generatedAt": "2026-10-08T22:19:31.155Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "workflow",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "support",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "operations",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "sales",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "cohere",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "openai",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "capability:workflow|supported|profile capability:support|supported|profile capability:operations|supported|profile capability:sales|supported|profile capability:cohere|supported|profile capability:openai|supported|profile"
}

Facts JSON

[
  {
    "factKey": "vendor",
    "label": "Vendor",
    "value": "Dify",
    "category": "vendor",
    "href": "https://marketplace.dify.ai/api/v1/templates/7f312159-43d0-4ec1-a003-11e9cd28b302",
    "sourceUrl": "https://marketplace.dify.ai/api/v1/templates/7f312159-43d0-4ec1-a003-11e9cd28b302",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-05-26T06:44:35.189Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "handshake_status",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "category": "security",
    "href": "https://www.xpersona.co/api/v1/agents/dify-langgenius-customer-email-automation/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/dify-langgenius-customer-email-automation/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true,
    "metadata": {}
  }
]

Change Events JSON

[]

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