{
  "ocm": "1",
  "id": "ponybunny-ai-ponybunny-analysis-guess-author-role",
  "kind": "skill",
  "name": "analysis-guess-author-role",
  "description": "Market listener analysis.guess_author_role weak role guesser",
  "publisher": "ponybunny-ai",
  "version": "1.0.0",
  "capabilities": {
    "domains": [
      "general"
    ],
    "tags": [
      "skill-md",
      "market-listener",
      "role-inference",
      "classification",
      "github"
    ],
    "languages": [
      "en"
    ]
  },
  "quality_prior": 0.6,
  "examples": [
    "Market listener analysis.guess_author_role weak role guesser"
  ],
  "primary": false,
  "metadata": {
    "source": {
      "provider": "github",
      "repository": "https://github.com/ponybunny-ai/ponybunny",
      "path": "skills/analysis-guess-author-role/SKILL.md",
      "ref": "0c5f34340aab765b88d8f31d28f6c519da028e89",
      "url": "https://github.com/ponybunny-ai/ponybunny/blob/0c5f34340aab765b88d8f31d28f6c519da028e89/skills/analysis-guess-author-role/SKILL.md",
      "key": "ponybunny-ai/ponybunny/skills/analysis-guess-author-role/SKILL.md"
    }
  },
  "instructions": "# Skill — analysis.guess_author_role\n\n## Intent\nGuess the author role from text with low confidence (weak signal only).\n\n## Inputs\n\n```yaml\nrole_request:\n  raw_text: string\n```\n\n## Outputs\n\n```yaml\nrole_result:\n  role_guess: enum [founder, employee, developer, ops, student, hobbyist, unknown]\n  confidence: number\n```\n\n## Tools\n- llm.classify\n\n## Policy\n- Return ONLY valid JSON.\n- Confidence must be <= 0.5.\n- If uncertain, return unknown with confidence 0.1.\n\n## Failure Modes\n- Invalid JSON: caller falls back to unknown/0.1.",
  "cost": {
    "context_tokens": 132
  }
}