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ByronWilliamsCPA
ByronWilliamsCPAOFFICIAL
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writing

Orchestrates a seven-agent pipeline for document drafting, editing, validation, and style review.

Updated Jul 9, 2026
Search Tags:#writing#editing#audience analysis#grammar check#style review#ai pattern detection#document pipeline
One-click install
npx skills add https://github.com/ByronWilliamsCPA/plugin --skill writing-byronwilliamscpa
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: writing
Source: https://github.com/ByronWilliamsCPA/plugin/tree/main/plugins/wff-code/skills/writing
Command: npx skills add https://github.com/ByronWilliamsCPA/plugin --skill writing-byronwilliamscpa

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Drafting and polishing professional documents requires juggling grammar checks, factual validation, voice consistency, and audience fit — a process that is error-prone and hard to sequence manually. This Skill automates that orchestration by routing documents through a structured multi-stage pipeline with defined quality gates. ## Core Features & Use Cases - Five workflow modes: edit an existing draft, draft from an outline, rewrite for a new audience, analyze audience reaction, or calibrate a personal style profile. - Three-stage quality pipeline: grammar and composition editing, factual validation, and voice/AI-pattern style review, with status-based routing and a maximum of three remediation cycles. - Style calibration: builds a personalized style profile from your own writing samples so pipeline targets match your actual voice. - Use Case: Paste a client memo full of AI-sounding phrases and run the edit mode — the pipeline flags blacklisted terms, validates factual claims, rewrites for voice, and returns a SEND: READY or SEND: NOT READY verdict. ## Quick Start Ask the assistant to run the writing pipeline in edit mode on your draft document to get a full grammar, validation, and style review with a send-readiness verdict.

Frequently Asked Questions about writing

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

FAQPage Schema
How do I edit a draft document with the writing pipeline?▼

Run the edit mode on your draft and the pipeline routes it through three stages: grammar and composition editing, factual validation, then voice and style review. Each stage returns a status block, and the final report gives a SEND: READY or SEND: NOT READY verdict.

How do I draft a document from bullet points or an outline?▼

Use the draft mode with your outline or bullets, target audience, tone palette, and document type. The document-drafter agent generates a first draft flagged as AI-generated, then the full pipeline runs with zero-tolerance AI-pattern scrutiny at the style stage.

Can the pipeline rewrite a technical document for a non-technical audience?▼

Yes, the rewrite mode transforms register for a new audience while preserving all factual claims, figures, and recommendations. Stage 2 explicitly verifies semantic preservation so no source content is dropped or distorted during the transformation.

What happens when document validation fails in the pipeline?▼

When Stage 2 returns FAIL, the pipeline stops and does not invoke Stage 3. The output surfaces the unverified or suspect claims, marks Stage 3 as NOT_INVOKED, and explains what must be resolved before the pipeline can continue.

How does style calibration improve pipeline results?▼

The calibrate mode runs a style analyzer on 2,000 or more words of your own writing to measure sentence rhythm, lexical diversity, and hedging patterns. It updates the style profile with targets matched to your voice, reducing false AI-pattern flags on your natural writing.

What are the limitations of the writing pipeline remediation loop?▼

Remediation is capped at three cycles; if the style stage still does not pass, the pipeline escalates to human review with a summary of unresolved issues. The pipeline also cannot resolve source-level factual gaps, which are listed as items the author must verify before sending.

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