iiRecord
Agentic AI Atlas · Few-shot intent-classification prompt
prompt-template:few-shot-classificationa5c.ai
II.
PromptTemplate JSON

prompt-template:few-shot-classification

Structured · live

Few-shot intent-classification prompt json

Inspect the normalized record payload exactly as the atlas UI reads it.

File · extensions/prompt-engineering/prompt-templates.yamlCluster · extensions
Record JSON
{
  "id": "prompt-template:few-shot-classification",
  "_kind": "PromptTemplate",
  "_file": "extensions/prompt-engineering/prompt-templates.yaml",
  "_cluster": "extensions",
  "attributes": {
    "displayName": "Few-shot intent-classification prompt",
    "templateKind": "few-shot",
    "body": "Classify the following user query into one of: {{labels}}.\nExamples:\n{{\nQuery: {{this.query}}\nLabel: {{this.label}}\n{{/each}}\nQuery: {{query}}\nLabel:\n",
    "variables": [
      "labels",
      "examples",
      "query"
    ],
    "examples": [
      {
        "input": "reset my password",
        "output": "account"
      },
      {
        "input": "what's the weather?",
        "output": "smalltalk"
      }
    ],
    "notes": "Few-shot template for intent classification; examples are inlined per\ninvocation. Replaces the proposed FewShotExampleSet NodeKind (collapsed\nper catalog update reviewer).\n"
  },
  "outgoingEdges": [],
  "incomingEdges": [
    {
      "from": "agentVersion:claude:ge-0-0-0",
      "to": "prompt-template:few-shot-classification",
      "kind": "governs_template",
      "attributes": {}
    },
    {
      "from": "skill:react-tdd",
      "to": "prompt-template:few-shot-classification",
      "kind": "uses_template",
      "attributes": {}
    }
  ]
}