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Add the auto-hinting feature#186

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gkapfham merged 262 commits into
mainfrom
feat/add-auto-hint
Jul 13, 2026
Merged

Add the auto-hinting feature#186
gkapfham merged 262 commits into
mainfrom
feat/add-auto-hint

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@gkapfham

@gkapfham gkapfham commented Jul 6, 2026

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Add support for the automated generation of hints using LLMs (local and remote)

gkapfham added 30 commits July 3, 2026 16:00
… including some tests that will later be removed.
…nd the uv.lock file to better support auto-hinting.
…ove comments and spacing in gatorgrade/hint/engine.py.
…, improve comments, and refine gatorgrade/hint/engine.py.
… a Gemma 4 model in the tests/hint/test_engine.py file.
…consistently 95% in the pyproject.toml file.
…el of quality in the gatorgrade/hint/engine.py file.
… the gatorgrade/output/check_result.py file.
…o auto-hinting in the gatorgrade/output/check_result.py file.
…currently needed for detecting low-quality auto-hints.
…pyproject.toml file to possibly enable loading of new models.
…ingle quotes in the gatorgrade/hint/engine.py file.
…odels with transformers and pytorch using CPU-only mode.
…st suite execution more predictable now that LLM libraries in use.
…hen loading models in the gatorgrade/hint/engine.py file.
gkapfham added 28 commits July 11, 2026 08:57
…_checks.py and tests/input/test_command_line_generator.py.
…els in the gatorgrade/output/output.py file.
…nd then use a variable instead of a string constant.
…the remote engines in gatorgrade/hint/remote_engine.py.
…port module in the gatorgrade/hint/__init__.py file.
…pecialized for remote in gatorgrade/hint/remote_engine.py.
…test_local_engine.py and tests/hint/test_remote_engine.py files.
….py file and then rewrite comments to clarify how the parameterization works for must contain and cannot contain lists read in from YAML frontmatter.
…ency to support parallel and random-ordered testing.
…le the sugar plugin with it, in the pyproject.toml file.
…ules and mocking for openai package in tests/hint/test_remote_engine.py.
… when run with xdist in the tests/test_ccl.py file.
@gkapfham gkapfham merged commit 8514286 into main Jul 13, 2026
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@gkapfham gkapfham deleted the feat/add-auto-hint branch July 13, 2026 14:27
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