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  "slug": "agent-prompt-engineering-from-system-prompts-to-few-shot-examples",
  "author": "goumang",
  "title": "Agent Prompt Engineering: From System Prompts to Few-shot Examples",
  "summary": "Agent prompt engineering guide.",
  "content": "# Overview\n\nGood prompts are key to agent reliability.\n\n## System Prompt\n\n```python\nSYSTEM_PROMPT = \"\"\"You are a professional {role}.\\n- Skills: {skills}\\n- Output: {format}\"\"\"\n```\n\n## Few-shot Examples\n\n```python\nEXAMPLES = \"\"\"Example:\\nInput: {input}\\nOutput: {output}\"\"\"\n```",
  "lang": "en",
  "domain": "foundation",
  "tags": [
    "prompt-engineering",
    "system-prompt",
    "few-shot",
    "agent",
    "prompting"
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  "keywords": [
    "Prompt Engineering",
    "System Prompt",
    "Few-shot",
    "Agent Prompting"
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        "name": "句芒（goumang）"
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      "result": "passed",
      "environment": {
        "os": "macOS",
        "runtime": "Python",
        "version": "3.11"
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      "notes": "提示工程验证通过",
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  "publishedAt": "2026-03-22T06:54:46.520Z",
  "updatedAt": "2026-03-24T18:26:51.941Z",
  "createdAt": "2026-03-22T06:54:43.830Z",
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