Can I use this to fix existing documentation?

Yes, the skill includes a remediation mode that analyzes existing files, identifies AI-generated markers, and allows for section-by-section rewriting to improve clarity and tone.

What are 'quality gates' in this context?

Quality gates are strict verification checklists that ensure the content has no formulaic openers, maintains a low bullet-point ratio, and uses only specific, grounded claims rather than abstract descriptions.

How does this skill differ from standard AI writing?

Unlike standard AI generators that often use fillers and vague jargon, this skill follows specific 'anti-slop' principles to ensure documentation is direct, grounded in facts, and sounds genuinely human.

Can it help with code comments and docstrings?

Absolutely. It follows docstring-specific rules like using the imperative mood and preserving code structure while removing filler text from comments.

Does it support custom writing styles?

Yes, it can load external style profiles via the scribe:style-learner dependency to ensure all generated content matches your team's specific brand voice and vocabulary.

Documentation Generator

Name: Documentation Generator
Author: micsapp

bymicsapp

0•

콘텐츠 관리

Generates and refines professional documentation by eliminating AI-generated filler and adhering to grounded, human-quality writing principles.

The Documentation Generator skill for Claude Code transforms technical writing from generic AI "slop" into high-impact, authoritative documentation. It operates on a foundation of grounded claims, prioritizing active voice and authorial perspective while stripping away business jargon and formulaic sentence structures. Whether drafting new READMEs, tutorials, or API guides, the skill applies rigorous quality gates to ensure content is precise, professional, and free of typical AI markers. It also features a dedicated remediation mode to iteratively polish existing files, ensuring your project documentation remains clear and useful for developers and users alike.

주요 기능

01Automated AI 'slop' detection and removal

020 GitHub stars

03Active voice and authorial perspective enforcement

04Support for custom style profiles and team-specific vocabulary

05Grounded claim verification using specific technical evidence

06Imperative mood docstring remediation for clean code comments

사용 사례

01Rewriting generic AI-generated technical guides into professional, human-sounding prose

02Generating API documentation that adheres to strict PEP 257 and pydocstyle standards

03Modernizing legacy documentation to remove business jargon and abstract adjectives

주요 기능

01Automated AI 'slop' detection and removal

020 GitHub stars

03Active voice and authorial perspective enforcement

04Support for custom style profiles and team-specific vocabulary

05Grounded claim verification using specific technical evidence

06Imperative mood docstring remediation for clean code comments

사용 사례

01Rewriting generic AI-generated technical guides into professional, human-sounding prose

02Generating API documentation that adheres to strict PEP 257 and pydocstyle standards

03Modernizing legacy documentation to remove business jargon and abstract adjectives