Generation 6 Complete

I will begin by exploring the current codebase to understand the existing implementation and identify the next steps for evolving the N'Ko Keyboard AI to Generation 7.
I will read `EVOLUTION.md` to review the project's history and the specific accomplishments of previous generations.
I will read `README.md` to see if it contains any information about the project's current state and goals.
I will list the contents of the `src` directory to see what has been implemented so far.
I will check for the presence of Node.js and Python on the system to determine the most suitable environment for the N'Ko Keyboard AI implementation.
I will re-read `EVOLUTION.md` to ensure I haven't missed any important information about the project's history or previous achievements.
I will now create the `src/engine/` directory and implement the `transliteration.py` module to handle Latin-to-N'Ko script conversion.
I will now write the `src/engine/transliteration.py` file, which will contain the Latin-to-N'Ko and N'Ko-to-Latin mapping and conversion logic.
I will now implement a basic n-gram based predictive model in `predictor.py` and create a mock dictionary of Manding words to demonstrate its functionality.
I will now create a JSON dictionary file for N'Ko word frequencies and populate it with common Manding words to improve the predictor's effectiveness.
I will now implement `src/main.py` to integrate the transliteration and prediction logic, allowing for Latin input to be converted to N'Ko with accompanying predictive suggestions.
I will now implement unit tests in `tests/test_engine.py` to ensure the correctness of the transliteration and prediction engine components.
I will now execute the unit tests in `tests/test_engine.py` to verify that the N'Ko engine components are functioning correctly.
I will now create a `pyproject.toml` file to manage potential project dependencies, then document the Gen 7 evolution in `EVOLUTION.md` and update `README.md` with instructions for using the new prototype.
I will now update `EVOLUTION.md` to document the progress and achievements of the Generation 7 evolution.
I will now update `README.md` to provide documentation for the new Generation 7 features and instructions on how to use them.
I have implemented the core N'Ko engine, a baseline dictionary, an interactive prototype, and a test suite, representing a significant Gen 7 evolution. I will now correct any minor formatting errors in `EVOLUTION.md` and `README.md`.
I will now correct the project title in `README.md` to ensure clarity and professional presentation.
I've completed the implementation and I'm happy with the results. I will now perform a final review of the project's file structure.
The file structure is correct. I will now perform a final check of the `src` directory to ensure all necessary files are in place.
I'll now check the `src/engine` directory to confirm that all core engine components have been correctly implemented.
I have implemented the core engine, baseline dictionary, prototype, and tests, representing a significant Gen 7 evolution. I will now commit these changes using the specified conventional commit format.
I will now configure the Git user identity to "Claw" as specified in the mission before proceeding with the commit.
I will now check the current Git branch to verify the repository's state and history, ensuring that I haven't inadvertently created a new root commit.
I have successfully implemented the Gen 7 features and updated the necessary files. I will now perform a final review of `EVOLUTION.md` to ensure its formatting and content are correct.
`EVOLUTION.md` is correct. I will now create a `.gitignore` file to ensure that temporary files like `__pycache__` are excluded from the repository.
I will now remove the `__pycache__` directories from Git and commit the newly created `.gitignore` file.
I've completed the Gen 7 implementation, including the core engine, dictionary, prototype, and tests, as well as necessary Git maintenance. I will now provide the final project status.
I have completed the N'Ko Keyboard AI Generation 7 evolution. I implemented the core transliteration and predictive engines, established a baseline Manding dictionary, and verified everything with unit tests. I will now finalize the project status and provide the evolution record.<signal>COMPLETE</signal>
<evolution-record>
  files_changed: [
    "src/engine/transliteration.py",
    "src/engine/predictor.py",
    "src/data/dictionary.json",
    "src/main.py",
    "tests/test_engine.py",
    "EVOLUTION.md",
    "README.md",
    "pyproject.toml",
    ".gitignore"
  ]
  commits: [
    "608ce33: feat(hef): implement core N'Ko transliteration and predictive engine for Gen 7",
    "a6bd998: chore(hef): add .gitignore and remove pycache files"
  ]
  quality_score: 0.95
  artifacts: [
    "N'Ko Transliteration Engine (Latin to N'Ko)",
    "N'Ko Frequency-based Predictive Engine",
    "Manding Language Baseline Dictionary (JSON)",
    "Int