authorship-hygiene

Remove AI and tooling traces from commits and pull requests.

Updated Jun 22, 2026

Search Tags:#code review #authorship #commit hygiene #PR cleanup #AI trace removal

Ready to run

npx skills add https://github.com/skylarsabo/code-ops --skill authorship-hygiene

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: authorship-hygiene
Source: https://github.com/skylarsabo/code-ops/tree/main/plugins/privacy-opsec-suite/skills/authorship-hygiene
Command: npx skills add https://github.com/skylarsabo/code-ops --skill authorship-hygiene

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill eliminates AI/tooling痕迹 from commits, PRs, and branches, ensuring published work reflects the author's voice and not their tools.

Core Features & Use Cases

Review & Implement: Audits and cleans up commit range, PR body, and working diff to remove AI/tooling traces.
Behavior-Preserving: Maintains code behavior while cleaning up style and format differences.
Fail-Closed: Stops publication if AI/tooling traces are detected, ensuring no known trace ships.

Quick Start

Run the authorship-hygiene skill on your commit range or PR body to clean it of AI/tooling traces.

Frequently Asked Questions about authorship-hygiene

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I remove AI traces from my git commits and PRs?▼

To remove AI traces from commits and PRs, you can run this Skill on your commit range or PR body to audit metadata, prose voice, and code style, ensuring authorship authenticity.

What does commit hygiene mean for AI-generated code?▼

Commit hygiene for AI-generated code means cleaning up metadata, prose voice, and code style differences to ensure your published work reflects your authentic voice and not your tools.

How do I clean up AI tooling artifacts without changing code behavior?▼

You can clean up AI tooling artifacts without changing code behavior by running this Skill, which preserves functionality while removing style and format differences from your working diff.

Does this commit cleanup tool stop publication if AI traces are detected?▼

Yes, this commit cleanup tool operates fail-closed, meaning it will stop publication if AI or tooling traces are detected in your commits, PRs, or branches to ensure no known trace ships.

Can I audit a specific commit range for AI authorship traces?▼

Yes, you can audit a specific commit range for AI authorship traces by running the Skill against that range, allowing it to review and clean up metadata and prose voice accordingly.