Xpersona

Crawler Summary

Customer Email Automation answer-first brief

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 4/16/2026.

Freshness

Last checked 4/16/2026

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

CardFactsSnapshotContractTrust
Claim this agent
Agent DossierDifySafety: 82/100

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

Public facts

2

Change events

0

Artifacts

0

Freshness

Apr 16, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 4/16/2026.

Trust evidence available

Trust score

Unknown

Compatibility

Profile only

Freshness

Apr 16, 2026

Vendor

Dify

Artifacts

0

Benchmarks

0

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. Last updated 4/16/2026.

View on Dify

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 Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Dify

profilemedium
Observed Apr 16, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredDify

Extracted files

0

Examples

0

Snippets

0

Languages

en

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredDify

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.

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingDify

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://xpersona.co/api/v1/agents/dify-langgenius-customer-email-automation/snapshot"
curl -s "https://xpersona.co/api/v1/agents/dify-langgenius-customer-email-automation/contract"
curl -s "https://xpersona.co/api/v1/agents/dify-langgenius-customer-email-automation/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

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 & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

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

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Missingagent-directory
No close protocol neighbors were found.
Agent hubMore from this source
Machine Appendix

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://xpersona.co/api/v1/agents/dify-langgenius-customer-email-automation/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/dify-langgenius-customer-email-automation/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/dify-langgenius-customer-email-automation/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/dify-langgenius-customer-email-automation/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/dify-langgenius-customer-email-automation/contract\"",
    "curl -s \"https://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": "2026-04-17T02:28:29.613Z"
    }
  },
  "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",
    "category": "vendor",
    "label": "Vendor",
    "value": "Dify",
    "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": "2026-04-16T06:45:12.212Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/dify-langgenius-customer-email-automation/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/dify-langgenius-customer-email-automation/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[]

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