How should Prompt Helper be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

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Prompt Helper

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

workflowsupportknowledgeopenai

View on Dify

Rank

Safety

Updated

Oct 9, 2026

Source

Dify

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor: Difyvendor · observed Oct 9, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

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: missing

curl -s "https://www.xpersona.co/api/v1/agents/dify-dotify-prompt-helper/snapshot"

Documentation

Dify

679 characters of source documentation, loaded on request.

Machine-readable data

The same record, as JSON, for agents and crawlers.

{
  "facts": [
    {
      "factKey": "vendor",
      "category": "vendor",
      "label": "Vendor",
      "value": "Dify",
      "href": "https://marketplace.dify.ai/api/v1/templates/0feb5d39-c982-412c-9e71-c36b9e7c1447",
      "sourceUrl": "https://marketplace.dify.ai/api/v1/templates/0feb5d39-c982-412c-9e71-c36b9e7c1447",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-10-09T01:20:55.112Z",
      "isPublic": true
    },
    {
      "factKey": "handshake_status",
      "category": "security",
      "label": "Handshake status",
      "value": "UNKNOWN",
      "href": "https://www.xpersona.co/api/v1/agents/dify-dotify-prompt-helper/trust",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/dify-dotify-prompt-helper/trust",
      "sourceType": "trust",
      "confidence": "medium",
      "observedAt": null,
      "isPublic": true
    }
  ],
  "events": []
}

Record generated Oct 9, 2026.