review-ai-writingDetect AI-generated writing patterns in developer text — docs, docstrings, commit messages, PR descriptions, and code comments. Use when reviewing any text a...
Install via ClawdBot CLI:
clawdbot install anderskev/review-ai-writingGrade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Apr 19, 2026
Development teams can use this skill during code reviews to identify AI-generated documentation, commit messages, and comments that may lack authenticity or clarity. This helps maintain consistent human-written communication standards across codebases while ensuring documentation quality.
Technical writers and documentation teams can run periodic scans of documentation repositories to detect AI-generated patterns in markdown files and API documentation. This ensures documentation maintains a consistent human voice and avoids robotic phrasing that may confuse readers.
Open source maintainers can integrate this skill into their contribution workflows to automatically review pull request descriptions and commit messages from new contributors. This helps identify AI-generated content that may need human refinement before merging.
Computer science instructors can use this skill to review student submissions for AI-generated comments and documentation in programming assignments. This helps ensure students are developing authentic understanding rather than relying on AI-generated explanations.
Compliance teams in regulated industries can scan internal documentation for AI-generated patterns that might indicate insufficient human review. This helps ensure critical documentation meets regulatory standards for authenticity and clarity.
Integrate this skill into existing developer platforms like GitHub, GitLab, or VS Code as a premium feature. Teams pay monthly subscriptions for AI writing detection across their repositories with detailed reporting and historical trend analysis.
Bundle this skill with other code security and compliance tools for large enterprises. Offer as part of a comprehensive developer tool suite with custom training, dedicated support, and integration with existing CI/CD pipelines.
Offer a free tier for individual developers and small teams with limited scans, then charge for advanced features like historical analysis, team collaboration, and custom pattern detection. Monetize through premium upgrades and team plans.
💬 Integration Tip
Integrate this skill into existing CI/CD pipelines to automatically scan new commits and PRs, ensuring AI writing detection happens during normal development workflows without requiring manual intervention.
Scored Apr 19, 2026
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