{
  "tweet_generator.generate.predict": {
    "traces": [],
    "train": [],
    "demos": [],
    "signature": {
      "instructions": "Generate or improve a tweet based on input text and detailed evaluation feedback with reasoning.",
      "fields": [
        {
          "prefix": "Input Text:",
          "description": "Original text or current tweet to improve"
        },
        {
          "prefix": "Current Tweet:",
          "description": "Current best tweet version (empty for first generation)"
        },
        {
          "prefix": "Previous Evaluation:",
          "description": "Previous evaluation with category-by-category reasoning and scores (empty for first generation)"
        },
        {
          "prefix": "Reasoning: Let's think step by step in order to",
          "description": "${reasoning}"
        },
        {
          "prefix": "Improved Tweet:",
          "description": "Generated or improved tweet text (max 280 characters)"
        }
      ]
    },
    "lm": {
      "model": "openrouter/google/gemini-2.5-flash",
      "model_type": "chat",
      "cache": true,
      "num_retries": 3,
      "finetuning_model": null,
      "launch_kwargs": {},
      "train_kwargs": {},
      "temperature": 0.7,
      "max_tokens": 4096,
      "api_key": "<YOUR_OPENROUTER_API_KEY>",
      "api_base": "https://openrouter.ai/api/v1"
    }
  },
  "tweet_evaluator.evaluate.predict": {
    "traces": [],
    "train": [],
    "demos": [],
    "signature": {
      "instructions": "Evaluate a tweet across multiple custom categories. For each category, provide detailed reasoning explaining the score, then assign a score. Ensure the tweet maintains the same meaning as the original text.",
      "fields": [
        {
          "prefix": "Original Text:",
          "description": "Original input text that started the optimization"
        },
        {
          "prefix": "Current Best Tweet:",
          "description": "Current best tweet version for comparison (empty for first evaluation)"
        },
        {
          "prefix": "Tweet Text:",
          "description": "Tweet text to evaluate"
        },
        {
          "prefix": "Categories:",
          "description": "Comma-separated list of evaluation category descriptions"
        },
        {
          "prefix": "Reasoning: Let's think step by step in order to",
          "description": "${reasoning}"
        },
        {
          "prefix": "Evaluations:",
          "description": "List of evaluations with category name, detailed reasoning, and score (1-9) for each category. Ensure the tweet conveys the same meaning as the original text."
        }
      ]
    },
    "lm": {
      "model": "openrouter/openai/gpt-5",
      "model_type": "chat",
      "cache": true,
      "num_retries": 3,
      "finetuning_model": null,
      "launch_kwargs": {},
      "train_kwargs": {},
      "temperature": 1.0,
      "max_completion_tokens": 16000,
      "api_key": "<YOUR_OPENROUTER_API_KEY>",
      "api_base": "https://openrouter.ai/api/v1"
    }
  },
  "metadata": {
    "dependency_versions": {
      "python": "3.13",
      "dspy": "3.0.3",
      "cloudpickle": "3.1"
    }
  }
}