One detailed Agent Skill with 35 documented pattern families, before-and-after examples, voice-matching guidance, packaging checks, and install paths for many agents.
Typical uses
Edit a draft so it sounds more specific, natural, varied, and consistent with the writer's own voice.
Why people choose it
Choose it for a focused revision pass after the facts and structure are already correct, especially when a draft is repetitive, over-signposted, or padded.
License
MIT
Maintenance
active
Latest release
See GitHub Releases
Last meaningful update
2026-08-18
Maturity
established
Production readiness
production
Classification
Subject domains
writingeditingagent skills
Task categories
style revisionvoice matchingAI-pattern cleanup
Project phases
draftingeditingreview
Secondary types
plugin
Select when
A draft contains repetitive AI-writing patterns
Need editing that preserves meaning and quoted text
Want a portable skill across several agent hosts
Do not select when
Need fact-checking or source research
Need to conceal prohibited AI use or misrepresent authorship
The source text must remain verbatim
Implementation complexity
low
Setup effort
low
Learning curve
low
Confidence
high
Routing heuristic 100.0%
Routing specificity
5/5
Setup simplicity
5/5
Operational maturity
5/5
Composability
5/5
Local control
5/5
Security boundary clarity
5/5
First-party routing documentation
5/5
Strengths
Narrow, understandable scope
Extensive pattern examples
Global, project, plugin, and desktop installation options
Poor-fit scenarios
Need fact-checking or source research
Need to conceal prohibited AI use or misrepresent authorship
Review prose against 35 documented AI-writing patterns and revise it for naturalness, specificity, rhythm, and voice while protecting meaning and quotations.
editingvoice
Languages
Markdown; Python only for package-validation scripts
Frameworks
Agent Skills specification, Claude plugin
Runtimes
Compatible agent host; Node.js for npx skills installation
Operating systems
macOS, Linux, Windows through the selected host
Installation methods
npx skills, Claude plugin, Claude Desktop ZIP, or manual clone
Interfaces
Agent Skill and Claude slash command
Required credentials
None
External services
Only the chosen model/agent provider
Hardware
No special hardware
Major dependencies
Compatible agent host
Compatibility notes
Apple silicon and Tahoe require no special runtime beyond the selected agent. For Claude Desktop, use the release ZIP rather than GitHub's source archive because the desktop loader rejects the repository symlink layout.
One-sentence semantic summary
Portable writing skill that identifies and removes common signs of formulaic AI-generated prose while preserving meaning, facts, and quoted material.
Capability keywords
humanizerwritingeditingAI prosevoicestyle
User intent phrases
Make a draft sound less formulaic and more like a person
Match an existing writing voice
Negative match phrases
Need source verification
Need verbatim preservation
Differentiators
A single focused skill with a large, explicit taxonomy of writing patterns and safeguards for quoted text.
Security considerations
The skill edits text through the host agent; review the diff and do not use it to evade disclosure, academic, or platform rules.
Privacy considerations
Drafts are handled according to the selected agent provider. Do not submit confidential writing to a service whose retention policy is unacceptable.
Uncertainty
Unresolved items
None documented.
Inference notes
Routing guidance is an analyst synthesis based on the first-party repository and README.
Evidence
repository_metadata · Repository identity and current GitHub metadata checked on August 18, 2026.