Fix/typo corrections #256
Open
Fix/typo corrections #256
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Spelling corrections identified and validated through a multi-stage process: 1. Automated detection using pyspellchecker library 2. False positive filtering via fine-tuned LLM classifier (Gemma3:4b via Ollama, GEPA-optimized) 3. Automated fixes applied by Claude Opus 4.5 4. Final human review and approval
Adds a Python-based spellcheck CI that blocks PRs with 100% reliable typos. Features: - Precompiled regex patterns for performance - Skips code blocks, inline code, and YAML frontmatter - Directory pruning (os.walk) for efficiency - Excludes localizedContent (English-only check) - GitHub Actions annotations for inline PR feedback - Symlink escape protection - JSON schema validation Files: - scripts/ci_spellcheck.py: Main detection script - data/common_typos.json: 32 typo patterns - .github/workflows/spellcheck.yml: CI workflow Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
I automatically scanned for typos, trained a local LLM to look for contextual errors, then I had Opus apply the fixes and I manually reviewed each one.
Also added a blocking GitHub action for common typos. We can add an inline fix button but it would require write permissions to the PR.