sharaf/professional-article-writer
Use when a professional article task needs evidence-bound editorial control: source packet, claim ledger, verification queue, publication notes, anti-slop revision, article audit, or series plan. Trigger on write, rewrite, revise, humanize, outline, audit, or plan for an article, essay, blog post, longform, thought leadership, or source-backed copy. Do not use for generic copy, short posts, email, docs, or fiction. Topic-only => Editorial Brief plus source plan only, no article body. Source packet => article plus Publication Notes. Draft rewrite/revision => first output # Revised Article, then rewritten article body, then Change Notes.
100
100%
Does it follow best practices?
Impact
100%
1.56xAverage score across 3 eval scenarios
Passed
No known issues
Evaluation results
100%
10%AI-Slop Revision Request
Revise AI-slop draft while preserving evidence boundaries
Revise mode used
100%
100%
Concrete lede
100%
100%
Supported meaning preserved
100%
100%
No invented facts or outcomes
85%
100%
Failure mechanism explained
100%
100%
Repair mechanism explained
100%
100%
Generic language removed
100%
100%
Professional structure
100%
100%
Evidence boundary note
100%
100%
Change notes included
0%
100%
100%
11%Source-Backed Draft Request
Source-backed article draft with claim support and publication notes
Diagnostic angle chosen
100%
100%
Reader promise visible
87%
100%
Source packet used throughout
92%
100%
No invented facts
85%
100%
Evidence attribution
80%
100%
Mechanism over slogans
91%
100%
Actionable RevOps guidance
90%
100%
Professional article structure
90%
100%
Publication notes included
75%
100%
Anti-slop style
100%
100%
100%
87%Topic-Only Article Request
Topic-only article request should become a brief and source plan
Brief mode selected
0%
100%
Reader and promise defined
20%
100%
Angle options are distinct
0%
100%
Evidence standard stated
8%
100%
Source packet needed
10%
100%
No fabricated support
14%
100%
Structure and voice specified
20%
100%
Acceptance criteria included
0%
100%
Focused collaboration
66%
100%
High-stakes risk handled
16%
100%
- Evaluated
- Agent
- Claude Code
- Model
- Claude Sonnet 4.6