manuscript-anti-ai-edit-pass

Identify and remove AI writing tells from long-form manuscript drafts.

2|Updated Mar 9, 2026

Search Tags:#editing #codex #prose #manuscript #sovereign #anti-ai

Ready to run

npx skills add https://github.com/infinitegameplayer/sovereign-ecosystem --skill manuscript-anti-ai-edit-pass

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: manuscript-anti-ai-edit-pass
Source: https://github.com/infinitegameplayer/sovereign-ecosystem/tree/main/Council%20Chamber/Skills/Manuscript%20Anti-AI%20Edit%20Pass
Command: npx skills add https://github.com/infinitegameplayer/sovereign-ecosystem --skill manuscript-anti-ai-edit-pass

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Long-form manuscripts can drift into AI-assisted prose with telltale patterns that erode the author's voice. This Skill automates a comprehensive anti-AI sweep across lexical choices, opener sentences, hedging, negation, rhetoric, voice, structure, and formatting to restore an authentic Sovereign voice.

Core Features & Use Cases

Lexical Sweep: identifies AI-like diction and flags Sovereign-vocab reconciled terms for contextual evaluation.
Opener & Structure Review: analyzes chapter openings, endings and section patterns to enforce disciplined voice and architecture.
Full Edit Packet Preparation: aggregates findings into a structured packet for Sovereign review and approved changes.
Use Case: apply after a manuscript draft to prepare a clean, review-ready version with traceable changes and a detailed changelog.

Quick Start

Invoke Manuscript Anti-AI Edit Pass against your manuscript to begin automatic detection, annotation, and preparation of an edit packet for Sovereign review.

Frequently Asked Questions about manuscript-anti-ai-edit-pass

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

FAQPage Schema

How do I remove AI writing patterns from a manuscript draft?▼

To remove AI writing patterns from a manuscript, perform an automated sweep across lexical choices, openers, hedging, negation, rhetoric, voice, structure, and formatting to identify and flag telltale AI prose for review.

What are common AI writing tells in long-form prose?▼

Common AI writing tells in long-form prose include repetitive lexical diction, formulaic chapter openers, excessive hedging, structural uniformity, and rhetorical patterns that erode the author's authentic voice.

How do I restore authentic author voice in an edited manuscript?▼

Restoring authentic author voice requires applying reconciliation rules to flagged vocabulary and sentence structures, then aggregating findings into a structured edit packet for final review and approved changes.

Can I automate a formatting and structure sweep across multiple chapters?▼

Yes, you can automate a formatting and structural sweep across multiple manuscript chapters to analyze section patterns, chapter openings, and endings, producing a review-ready edit packet with traceable changes.

Does this anti-AI edit pass apply changes automatically without review?▼

No, the anti-AI edit pass does not apply changes automatically; it surfaces findings and vocabulary reconciliation options into a structured packet for Sovereign review before any edits are applied.