Add documentation for AICodeBot Code Agent feature

This commit introduces a new markdown file, `docs/code_agent.md`, which provides comprehensive documentation for the AICodeBot Code Agent feature. The document outlines the various steps involved in the code generation process, from task understanding to code review. It also highlights the future plans for reinforcement learning and active learning. 📚🤖

Author: TechNickAI

README.md

@@ -34,19 +34,9 @@ It's also not a "build a site for me in 5 minutes" tool that takes a well constr
 
 ### AI-Assisted Code Creation (Work in Progress)
 
-`aicodebot code` is a feature designed to automate coding tasks based on your instructions. It's a work in progress, but here's how it works:
-
-1. **Task Understanding**: The bot collects your task instructions.
-2. **Planning**: It devises a plan based on your task.
-3. **Learning**: It learns necessary information by searching the internet, reading the local codebase, and researching libraries/APIs.
-4. **Clarification**: It asks questions if any aspect of the task is unclear.
-5. **Code Generation**: It generates code consistent with your codebase style.
-6. **Self-Review**: It reviews and improves the generated code.
-7. **Code Modification**: It modifies the local code, allowing you to review changes before committing.
-8. **Test Creation**: It writes and runs unit tests for the new code, modifying the code until all tests pass.
-9. **Continuous Learning (v2)**: We plan to implement a system where the bot learns from each interaction, improving its performance over time based on feedback like code acceptance, compilation success, and test results.
-
-This feature is a work in progress, and we're excited about its potential to boost developer productivity. If you'd like to help, see [CONTRIBUTING](CONTRIBUTING.md).
+The aicodebot code feature is an AI-powered tool that automates coding tasks. It understands your task, formulates a plan, learns necessary information, and generates code that fits your codebase style. It also reviews its own work, modifies the local code, and creates unit tests. This feature is designed to streamline your coding process and boost productivity. In the future, we plan to enhance its performance through a continuous learning system based on user feedback and interaction outcomes.
+
+This feature is a work in progress, and it's more thoroughly documented [here](docs/code_agent.md) and we're excited about its potential to boost developer productivity. If you'd like to help, see [CONTRIBUTING](CONTRIBUTING.md).
 
 ## Getting Started
 

docs/code_agent.md

@@ -0,0 +1,49 @@
+# AICodeBot Code Agent
+
+The 'code' command is a new feature of AICodeBot designed to automate coding
+tasks based on instructions from you. This feature aims to boost developer
+productivity by handling various aspects of the coding process, but keeping you
+in charge of the process.
+
+## Feature Overview
+
+`aicodebot code` has several steps:
+
+1. **Task Understanding**: AICodeBot interprets the coding task by prompting you
+   for requirements.
+
+2. **Planning**: AICodeBot devises a plan of action for the task, identifying
+   the necessary steps and potential challenges, and determining where it needs
+   clarification on the requirements.
+
+3. **Learning**: AICodeBot gathers the information required to complete the
+   task. This includes researching the best approach, understanding the existing
+   codebase and architecture, and learning about necessary libraries or APIs.
+
+4. **Clarification**: If any aspect of the task is unclear, AICodeBot asks
+   clarifying questions to ensure a comprehensive understanding of the task.
+   Great engineers know how to talk to the customer to see what they want.
+
+5. **Code Generation**: AICodeBot generates code that aligns with the style of
+   the existing codebase, following conventions and best practices.
+
+6. **Self-Review**: AICodeBot reviews and improves the generated code,
+   identifying potential issues or areas for enhancement. Note: This practice
+   of self-reflection has been shown to boost the effectiveness of AI systems.
+
+7. **Code Modification**: AICodeBot modifies the local code with the new
+   changes, making them available for review with a diff.
+
+8. **Unit Testing**: AICodeBot writes and runs unit tests for the new code,
+   debugging and modifying the code as necessary until all tests pass.
+
+9. **Code Review**: AICodeBot submits the code for review, and marks the task
+    as complete and ready for you to commit.
+
+**Future** - Reinforcement Learning and Active Learning
+
+AICodeBot is designed to learn from each interaction, improving its performance
+over time based on feedback like code acceptance, compilation success, and passing
+test results.
+
+[![](https://mermaid.ink/img/pako:eNp1lMFuozAQhl9l5JVyaq97yGFXDWSjSEnLhkSrVenBxUNi1djUNq1Q1XffMZg0rZYLgpnf38z8Nn5jpRHI5uxoeXMqNMBhd1-wgxZonedawJ67J9jhcyst1qi9K9gDXF__gIR0OeITJIpbWcmSe2k0VNbUcHBoSRd4CYmhYCv0fRTWuml9wQbEheCyBMT6xoiozKhYprgGf8K-pUjPhsVrQctk1UHusXEwg-TElUJ9RBcBGwJskFsNt1iic9x21EplbN23HXGbsRdH0vIEC3QebprGGk5fM7jJ1iMwWd2HqTRa7hEScnEceDVAEotjhh7aSeepSXiV_tQHH7nDyMqD5zt8kfgKwfN1TRVfPlHz3ZdJMxNwkqtRHTdnaG5LwK0RQbgxJYkuG9wOqMzSmNQReRWMAjIDhiYi5bAnyh8raYoZ7FpN2yI97MkTF1GH_YBaatfaOOvvlivpu8hICZHiY3sEWX1YH5encaZQ3sNd6-loUKleP64PO5-aoSpk3Lmf4-K493_Pe7zsXeSi60dJTF1L_0V8a0ZuiDrfKaQTD5VUav7t-3KxSH99JJKJeDYR30xxVhOJfLLydiJBhv8_kU7Fp5pdfoqzK1Yj_QtS0F3wFlQFo1-tpjMzp1eBFW8VmVnod5Ly1pu80yWbe9viFWsbQUc9lZxukZrNK67cOboU0ht7DmL_uR0unf7uef8H0zJtIQ?type=png)](https://mermaid.live/edit#pako:eNp1lMFuozAQhl9l5JVyaq97yGFXDWSjSEnLhkSrVenBxUNi1djUNq1Q1XffMZg0rZYLgpnf38z8Nn5jpRHI5uxoeXMqNMBhd1-wgxZonedawJ67J9jhcyst1qi9K9gDXF__gIR0OeITJIpbWcmSe2k0VNbUcHBoSRd4CYmhYCv0fRTWuml9wQbEheCyBMT6xoiozKhYprgGf8K-pUjPhsVrQctk1UHusXEwg-TElUJ9RBcBGwJskFsNt1iic9x21EplbN23HXGbsRdH0vIEC3QebprGGk5fM7jJ1iMwWd2HqTRa7hEScnEceDVAEotjhh7aSeepSXiV_tQHH7nDyMqD5zt8kfgKwfN1TRVfPlHz3ZdJMxNwkqtRHTdnaG5LwK0RQbgxJYkuG9wOqMzSmNQReRWMAjIDhiYi5bAnyh8raYoZ7FpN2yI97MkTF1GH_YBaatfaOOvvlivpu8hICZHiY3sEWX1YH5encaZQ3sNd6-loUKleP64PO5-aoSpk3Lmf4-K493_Pe7zsXeSi60dJTF1L_0V8a0ZuiDrfKaQTD5VUav7t-3KxSH99JJKJeDYR30xxVhOJfLLydiJBhv8_kU7Fp5pdfoqzK1Yj_QtS0F3wFlQFo1-tpjMzp1eBFW8VmVnod5Ly1pu80yWbe9viFWsbQUc9lZxukZrNK67cOboU0ht7DmL_uR0unf7uef8H0zJtIQ)