Patched patchwork/steps/GitHubAgent/README.md

Author: patched.codes[bot]

patchwork/steps/GitHubAgent/README.md

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+# Documentation: GitHubAgent Module
+
+This module is part of the Patchwork project and focuses on the implementation of a GitHub automation agent, which is leveraged to interact with GitHub repositories and obtain necessary data through a conversation-based agentic strategy. It utilizes both new and existing machine learning models and tools such as the GitHub CLI.
+
+## GitHubAgent.py
+
+### Description
+
+This script defines a `GitHubAgent` class which inherits from the `Step` class. It integrates several tools and strategies to facilitate GitHub tasks via AI-driven conversations. The agent is configured to execute specific tasks using the GitHub CLI and provides summaries of the actions undertaken.
+
+### Inputs
+
+- **`github_api_key`** (`str`): Required API key for accessing GitHub.
+- **`task`** (`str`): The task to be executed by the GitHub agent.
+- **Optional Inputs:**
+  - **`base_path`** (`str`): The base directory path for operations. Defaults to the current working directory.
+  - **`prompt_value`** (`Dict[str, Any]`): Data to be used in task prompt rendering.
+  - **`example_json`** (`str`): Example JSON structure showing a summary of actions.
+  - **`max_llm_calls`** (`int`): Configuration for maximum large language model calls.
+  - **API Keys**: (Can use OpenAI, Anthropic, or Google API keys as alternatives)
+
+### Outputs
+
+- **`request_tokens`** (`int`): Number of tokens consumed during API requests.
+- **`response_tokens`** (`int`): Number of tokens in API responses.
+
+### Usage
+
+The class is initialized with the specified inputs and constructs an agentic strategy that simulates interaction with a GitHub repository. The outcome of the agent's actions are returned alongside token usage statistics.
+
+---
+
+## typed.py
+
+### Description
+
+This file contains type definitions used by the `GitHubAgent`. It defines the structures for input and output data using Python's `TypedDict`.
+
+### Inputs
+
+- **`GitHubAgentInputs`**: A TypedDict class for input validation and structured configuration.
+  - Includes fields for API keys, task descriptions, and configuration flags.
+
+### Outputs
+
+- **`GitHubAgentOutputs`**: A TypedDict class defining fields for tracking the number of tokens used in requests and responses.
+
+### Usage
+
+The types defined here ensure consistent and type-safe usage of inputs and outputs in the `GitHubAgent`.
+
+---
+
+## __init__.py
+
+### Description
+
+This file serves as the package initializer for the `GitHubAgent` module. It currently does not include any code but typically indicates a package directory in Python.
+
+### Usage
+
+Acts as an entry point to load the module's other components correctly when imported.
+
+--- 
+
+By leveraging the components defined in these files, developers can automate interactions with GitHub, execute tasks, and retrieve data programmatically with minimal manual input.