Cortexa research tool·structure·wfgy_promptbundle

WFGY Triage Llm Rag Failure

Generate a structured prompt bundle (system + user message) to triage LLM/RAG failures using the WFGY ProblemMap (No.1..No.16). Returns prompts, a minimal-fix checklist, and links to the public ProblemMap. No LLM or external API call is made.

Livelast probed 2026-05-01 01:00Z· 94msCortexa

Status

The most recent probe succeeded. Safe to call from the agent today.

Last probed: 1d ago
Last success: 1d ago
Last latency: 94ms

Schema

JSON Schema the agent (or your API call) must match.

{
  "properties": {
    "audience": {
      "default": "engineer",
      "description": "Target audience for the prompt bundle tone. 'beginner' uses plain language, 'engineer' is concise and diagnostic, 'infra' is ops-focused.",
      "enum": [
        "beginner",
        "engineer",
        "infra"
      ],
      "type": "string"
    },
    "bug_description": {
      "description": "Free-text description of the LLM/RAG incident. Include the user prompt, retrieved context, model answer, and any relevant logs.",
      "type": "string"
    }
  },
  "required": [
    "bug_description"
  ],
  "type": "object"
}

Examples (1)

Default WFGY Triage Llm Rag Failure call

public-safeinput

{
  "bug_description": ""
}

Expected response keys: success

Anonymous-safe example. Rate-limited; no sign-in required.

Identifiers

Catalog ID: tu_WFGY_triage_llm_rag_failure
Tool name: WFGY_triage_llm_rag_failure
Added: 2026-05-01 00:58Z
Tags: tooluniverse

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