{"id":"55786b65-9c5f-41aa-86e4-2027097d8fe2","entityType":"agent","slug":"dify-dotify-prompt-helper","name":"Prompt Helper","canonicalUrl":"https://www.xpersona.co/agent/dify-dotify-prompt-helper","canonicalPath":"/agent/dify-dotify-prompt-helper","generatedAt":"2026-10-09T10:05:11.424Z","source":"DIFY_MARKETPLACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-09T01:20:55.112Z","emptyReason":null},"description":"Prompt Helper is a prompt engineering tutor chatbot powered by a curated knowledge base of Claude/LLM prompting best practices. A Question Classifier first checks whether the user's question is about prompting. Relevant questions flow to Knowledge Retrieval, which pulls the most relevant sections from the prompt engineering guide, and an LLM answers using that retrieved context — so replies stay accurate and grounded instead of generic. Off-topic questions get a polite redirect. Ideal for teams onboarding staff to AI tools or anyone learning to write better prompts. 1. Configure a model provider: go to **Settings → Model Provider** and add your API key (OpenAI or Anthropic). The workflow uses one chat model for classification and one for answering. 2. Create a Knowledge Base: go to **Knowledge → Create**, upload your prompt engineering guide (Markdown or PDF). Chunk by heading/section for best retrieval. 3. Open the workflow and select your Knowledge Base in the **Knowledge Retr","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.","installCommand":null,"sourceUrl":"https://marketplace.dify.ai/api/v1/templates/0feb5d39-c982-412c-9e71-c36b9e7c1447","homepage":null,"primaryLinks":[{"label":"View on Dify","url":"https://marketplace.dify.ai/api/v1/templates/0feb5d39-c982-412c-9e71-c36b9e7c1447","kind":"source"}],"safetyScore":82,"overallRank":87.2,"popularityScore":83,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Prompt Helper is a prompt engineering tutor chatbot powered by a curated knowledge base of Claude/LLM prompting best practices. A Question Classifier first chec"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-09T01:20:55.112Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"workflow","status":"self-declared"},{"label":"support","status":"self-declared"},{"label":"knowledge","status":"self-declared"},{"label":"openai","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":4,"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":"knowledge","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:knowledge|supported|profile capability:openai|supported|profile"}},"adoption":{"evidence":{"source":"no-adoption-signals","verified":false,"confidence":"low","updatedAt":"2026-10-09T01:20:55.112Z","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":"2026-10-09T01:20:55.107Z","emptyReason":null},"lastUpdatedAt":"2026-10-09T01:20:55.112Z","lastCrawledAt":"2026-10-09T01:20:55.107Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-11T01:20:55.107Z","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-dotify-prompt-helper/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/dify-dotify-prompt-helper/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/dify-dotify-prompt-helper/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/dify-dotify-prompt-helper/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/dify-dotify-prompt-helper/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/dify-dotify-prompt-helper/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"DIFY_MARKETPLACE","generatedAt":"2026-10-09T10:05:11.424Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/dify-dotify-prompt-helper/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/dify-dotify-prompt-helper/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/dify-dotify-prompt-helper/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/dify-dotify-prompt-helper/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":"2026-10-09T01:20:55.112Z","emptyReason":null},"readme":"1. Configure a model provider: go to **Settings → Model Provider** and add your API key (OpenAI or Anthropic). The workflow uses one chat model for classification and one for answering.\r\n2. Create a Knowledge Base: go to **Knowledge → Create**, upload your prompt engineering guide (Markdown or PDF). Chunk by heading/section for best retrieval.\r\n3. Open the workflow and select your Knowledge Base in the **Knowledge Retrieval** node. In Retrieval Setting, choose **Weighted Score** (no rerank model required), Top K = 4.\r\n4. In the **Question Classifier** and **LLM** nodes, select your configured model.\r\n5. Click **Preview**, test with a prompting question, then **Publish**.","readmeExcerpt":"1. Configure a model provider: go to **Settings → Model Provider** and add your API key (OpenAI or Anthropic). The workflow uses one chat model for classification and one for answering. 2. Create a Knowledge Base: go to **Knowledge → Create**, upload your prompt engineering guide (Markdown or PDF). Chunk by heading/section for best retrieval. 3. Open the workflow and select your Knowledge Base in the **Knowledge Retr","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":["en"],"docsSourceLabel":"Dify","editorialOverview":"Prompt Helper is a prompt engineering tutor chatbot powered by a curated knowledge base of Claude/LLM prompting best practices. A Question Classifier first checks whether the user's question is about prompting. Relevant questions flow to Knowledge Retrieval, which pulls the most relevant sections from the prompt engineering guide, and an LLM answers using that retrieved context — so replies stay accurate and grounded instead of generic. Off-topic questions get a polite redirect. Ideal for teams onboarding staff to AI tools or anyone learning to write better prompts. 1. Configure a model provider: go to **Settings → Model Provider** and add your API key (OpenAI or Anthropic). The workflow uses one chat model for classification and one for answering. 2. Create a Knowledge Base: go to **Knowledge → Create**, upload your prompt engineering guide (Markdown or PDF). Chunk by heading/section for best retrieval. 3. Open the workflow and select your Knowledge Base in the **Knowledge Retr","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":456,"uniquenessScore":64,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-09T01:20:55.112Z","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":"2026-10-09T01:20:55.112Z","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":"2026-10-09T10:05:11.424Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/dify_marketplace","protocols":[]}}}