Xpersona Agent
Text Polishing · Translation Tool
This is an intelligent assistant powered by a large language model, specializing in rewriting English technical articles (in fields such as AI, programming, product development, and business) into high-quality Chinese. It not only accurately conveys the original information but also, through multiple rounds of review and polishing, ensures the rewritten article is fluent, natural, and idiomatic in Chinese, adhering to both Chinese expression conventions and technical writing norms. It simultaneously caters to the reading experience of both technical professionals and general readers. 1. Install the DeepSeek, Gemini, and SiliconFlow plugins from the Plugin Marketplace, as the workflow depends on all three providers. 2. Authorize each provider in Dify by navigating to Tools → [Provider] → Authorize and entering the respective API keys for DeepSeek, Gemini, and SiliconFlow.
Overall rank
#87
Adoption
No public adoption signal
Trust
Unknown
Freshness
May 12, 2026
Freshness
Last checked May 12, 2026
Best For
Text Polishing · Translation Tool is best for workflow, marketing, deepseek 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
Overview
Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.
Verifiededitorial-content
Overview
Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.
Overview
Executive Summary
This is an intelligent assistant powered by a large language model, specializing in rewriting English technical articles (in fields such as AI, programming, product development, and business) into high-quality Chinese. It not only accurately conveys the original information but also, through multiple rounds of review and polishing, ensures the rewritten article is fluent, natural, and idiomatic in Chinese, adhering to both Chinese expression conventions and technical writing norms. It simultaneously caters to the reading experience of both technical professionals and general readers. 1. Install the DeepSeek, Gemini, and SiliconFlow plugins from the Plugin Marketplace, as the workflow depends on all three providers. 2. Authorize each provider in Dify by navigating to Tools → [Provider] → Authorize and entering the respective API keys for DeepSeek, Gemini, and SiliconFlow. Capability contract not published. No trust telemetry is available yet. Last updated 5/12/2026.
Trust score
Unknown
Compatibility
Profile only
Freshness
May 12, 2026
Vendor
Dify
Artifacts
0
Benchmarks
0
Last release
Unpublished
Install & run
Setup Snapshot
- 1
Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
- 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
Evidence & Timeline
Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.
Public facts
Evidence Ledger
Vendor (1)
Vendor
Dify
Security (1)
Handshake status
UNKNOWN
Events
Release & Crawl Timeline
Artifacts & Docs
Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.
Self-declaredDify
Artifacts & Docs
Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.
Captured outputs
Artifacts Archive
Extracted files
0
Examples
0
Snippets
0
Languages
en
Editorial read
Docs & README
Docs source
Dify
Editorial quality
ready
This is an intelligent assistant powered by a large language model, specializing in rewriting English technical articles (in fields such as AI, programming, product development, and business) into high-quality Chinese. It not only accurately conveys the original information but also, through multiple rounds of review and polishing, ensures the rewritten article is fluent, natural, and idiomatic in Chinese, adhering to both Chinese expression conventions and technical writing norms. It simultaneously caters to the reading experience of both technical professionals and general readers. 1. Install the DeepSeek, Gemini, and SiliconFlow plugins from the Plugin Marketplace, as the workflow depends on all three providers. 2. Authorize each provider in Dify by navigating to Tools → [Provider] → Authorize and entering the respective API keys for DeepSeek, Gemini, and SiliconFlow.
Full README
- Install the DeepSeek, Gemini, and SiliconFlow plugins from the Plugin Marketplace, as the workflow depends on all three providers.
- Authorize each provider in Dify by navigating to Tools → [Provider] → Authorize and entering the respective API keys for DeepSeek, Gemini, and SiliconFlow.
API & Reliability
Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.
MissingDify
API & Reliability
Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.
Machine interfaces
Contract & API
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
Invocation examples
curl -s "https://www.xpersona.co/api/v1/agents/dify-langgenius-text-polishing-translation-tool/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/dify-langgenius-text-polishing-translation-tool/contract"
curl -s "https://www.xpersona.co/api/v1/agents/dify-langgenius-text-polishing-translation-tool/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
Machine Appendix
Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.
MissingDify
Machine Appendix
Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.
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-text-polishing-translation-tool/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/dify-langgenius-text-polishing-translation-tool/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/dify-langgenius-text-polishing-translation-tool/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/dify-langgenius-text-polishing-translation-tool/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/dify-langgenius-text-polishing-translation-tool/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/dify-langgenius-text-polishing-translation-tool/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": []
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "DIFY_MARKETPLACE",
"generatedAt": "2026-10-09T02:38:23.327Z"
}
},
"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": "marketing",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "deepseek",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "gemini",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "siliconflow",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "capability:workflow|supported|profile capability:marketing|supported|profile capability:deepseek|supported|profile capability:gemini|supported|profile capability:siliconflow|supported|profile"
}Facts JSON
[
{
"factKey": "vendor",
"label": "Vendor",
"value": "Dify",
"category": "vendor",
"href": "https://affiliate.dify.ai/06p00xtpqqwy-e8lw08?tid=08883d05-4728-4643-b400-8b90455ddfc8",
"sourceUrl": "https://affiliate.dify.ai/06p00xtpqqwy-e8lw08?tid=08883d05-4728-4643-b400-8b90455ddfc8",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-05-11T06:21:02.497Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "handshake_status",
"label": "Handshake status",
"value": "UNKNOWN",
"category": "security",
"href": "https://www.xpersona.co/api/v1/agents/dify-langgenius-text-polishing-translation-tool/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/dify-langgenius-text-polishing-translation-tool/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true,
"metadata": {}
}
]Change Events JSON
[]
