{"id":"b0ae9a21-8147-4526-8b44-98ecd63ef0bc","entityType":"agent","slug":"dify-langgenius-text-polishing-translation-tool","name":"Text Polishing · Translation Tool","canonicalUrl":"https://www.xpersona.co/agent/dify-langgenius-text-polishing-translation-tool","canonicalPath":"/agent/dify-langgenius-text-polishing-translation-tool","generatedAt":"2026-10-09T00:08:57.867Z","source":"DIFY_MARKETPLACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-06-01T00:28:59.120Z","emptyReason":null},"description":"A text polishing and translation workflow that rewrites and refines content in multiple stages using DeepSeek, Gemini, and SiliconFlow models. 1. Install the DeepSeek, Gemini, and SiliconFlow plugins from the Plugin Marketplace. 2. Authorize each plugin by navigating to Tools → [Plugin Name] → Authorize and entering the respective API key. 3. In the **Start** node, the user uploads the document file they wish to polish or translate. 4. The **Doc Extractor** node automatically extracts text from the uploaded document — no configuration required. 5. Select an","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. Last updated 6/1/2026.","installCommand":null,"sourceUrl":"https://marketplace.dify.ai/api/v1/templates/6d6c3cfb-0cb0-4012-8e49-9f5300262451","homepage":"https://affiliate.dify.ai/06p00xtpqqwy-e8lw08?tid=6d6c3cfb-0cb0-4012-8e49-9f5300262451","primaryLinks":[{"label":"View on Dify","url":"https://marketplace.dify.ai/api/v1/templates/6d6c3cfb-0cb0-4012-8e49-9f5300262451","kind":"source"},{"label":"Homepage","url":"https://affiliate.dify.ai/06p00xtpqqwy-e8lw08?tid=6d6c3cfb-0cb0-4012-8e49-9f5300262451","kind":"homepage"}],"safetyScore":82,"overallRank":87.2,"popularityScore":59,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"A text polishing and translation workflow that rewrites and refines content in multiple stages using DeepSeek, Gemini, and SiliconFlow models. 1. Install the De"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-06-01T00:28:59.120Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"workflow","status":"self-declared"},{"label":"support","status":"self-declared"},{"label":"deepseek","status":"self-declared"},{"label":"gemini","status":"self-declared"},{"label":"siliconflow","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":5,"capabilityMatrix":{"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":"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:support|supported|profile capability:deepseek|supported|profile capability:gemini|supported|profile capability:siliconflow|supported|profile"}},"adoption":{"evidence":{"source":"no-adoption-signals","verified":false,"confidence":"low","updatedAt":"2026-06-01T00:28:59.120Z","emptyReason":"No source adoption metrics were available."},"stars":null,"forks":null,"downloads":null,"packageName":null,"latestVersion":null,"tractionLabel":null},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-06-01T00:28:59.119Z","emptyReason":null},"lastUpdatedAt":"2026-06-01T00:28:59.120Z","lastCrawledAt":"2026-06-01T00:28:59.119Z","lastIndexedAt":null,"nextCrawlAt":"2026-06-03T00:28:59.119Z","lastVerifiedAt":null,"highlights":[]},"execution":{"evidence":{"source":"Dify","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":null,"setupComplexity":"low","setupSteps":["Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.","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."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"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":"2026-10-09T00:08:57.867Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/dify-langgenius-text-polishing-translation-tool/dossier","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"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"Dify","verified":false,"confidence":"high","updatedAt":"2026-06-01T00:28:59.120Z","emptyReason":null},"readme":"1. Install the DeepSeek, Gemini, and SiliconFlow plugins from the Plugin Marketplace.\n2. Authorize each plugin by navigating to Tools → [Plugin Name] → Authorize and entering the respective API key.\n3. In the **Start** node, the user uploads the document file they wish to polish or translate.\n4. The **Doc Extractor** node automatically extracts text from the uploaded document — no configuration required.\n5. Select an LLM in the initial **Translation/Polishing** LLM node (using Gemini) to perform the first-pass rewrite.\n6. Select LLMs in the parallel **Review** LLM nodes (using SiliconFlow/DeepSeek) to evaluate the draft from multiple dimensions such as fluency and terminology accuracy.\n7. Select an LLM in the final **Polishing** LLM node to integrate all review feedback and output the final high-quality version.","readmeExcerpt":"1. Install the DeepSeek, Gemini, and SiliconFlow plugins from the Plugin Marketplace. 2. Authorize each plugin by navigating to Tools → [Plugin Name] → Authorize and entering the respective API key. 3. In the **Start** node, the user uploads the document file they wish to polish or translate. 4. The **Doc Extractor** node automatically extracts text from the uploaded document — no configuration required. 5. Select an","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":["en"],"docsSourceLabel":"Dify","editorialOverview":"A text polishing and translation workflow that rewrites and refines content in multiple stages using DeepSeek, Gemini, and SiliconFlow models. 1. Install the DeepSeek, Gemini, and SiliconFlow plugins from the Plugin Marketplace. 2. Authorize each plugin by navigating to Tools → [Plugin Name] → Authorize and entering the respective API key. 3. In the **Start** node, the user uploads the document file they wish to polish or translate. 4. The **Doc Extractor** node automatically extracts text from the uploaded document — no configuration required. 5. Select an","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":408,"uniquenessScore":64,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-06-01T00:28:59.120Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-06-01T00:28:59.120Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"agent-directory","verified":false,"confidence":"low","updatedAt":"2026-10-09T00:08:57.867Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/dify_marketplace","protocols":[]}}}