Removes common AI-writing tells and rewrites prose to sound natural and human, using an interactive intake, voice calibration, and a second-pass audit.
100
100%
Does it follow best practices?
Impact
100%
1.00xAverage score across 3 eval scenarios
Advisory
Suggest reviewing before use
{
"context": "Tests whether the agent applies voice calibration from a writing sample (matching rhythm, contraction usage, hedging style), eliminates AI vocabulary clusters and filler patterns, strips chatbot artifacts, and writes the output as a clean file without editorial preamble.",
"type": "weighted_checklist",
"checklist": [
{
"name": "No AI vocabulary clusters",
"description": "The output does NOT contain any of: 'transformative', 'showcasing', 'underscores', 'fostering', 'leveraging', 'unwavering', 'testament', 'pivotal', 'empowers'",
"max_score": 10
},
{
"name": "No signposting openers",
"description": "The output does NOT contain 'Let's dive in' or 'Here's what you need to know' or similar meta-commentary openers",
"max_score": 8
},
{
"name": "No chatbot residue",
"description": "The output does NOT contain 'I hope this helps', 'Let me know if you have any questions', or similar assistant-style closers",
"max_score": 10
},
{
"name": "Filler phrases removed",
"description": "The output does NOT contain 'in order to', 'due to the fact that', or 'could potentially'",
"max_score": 8
},
{
"name": "Voice matches sample register",
"description": "The output uses contractions (e.g. it's, you're, doesn't, they're) consistent with the voice sample's conversational-technical register",
"max_score": 12
},
{
"name": "Short sentences used",
"description": "The output contains at least 3 sentences of 15 words or fewer (matching the direct sentence rhythm of the voice sample)",
"max_score": 10
},
{
"name": "No vague attributions",
"description": "The output does NOT contain 'Experts agree' or 'studies show' or equivalent unattributed authority claims",
"max_score": 8
},
{
"name": "Paragraph order preserved",
"description": "The output retains the same three-part structure: intro section, a 'Core Concepts' section, and a 'Common Pitfalls' section (or equivalent headings covering the same topics)",
"max_score": 6
},
{
"name": "No new clichés introduced",
"description": "The output does NOT introduce clichés such as 'at the end of the day', 'north star', 'move the needle', or 'game changer'",
"max_score": 8
},
{
"name": "No assistant preamble in file",
"description": "The file rewritten_post.md begins directly with content (e.g. a heading or first sentence) — not with 'Here is the rewritten post' or similar agent commentary",
"max_score": 10
},
{
"name": "No change log included",
"description": "The output file does NOT contain a summary section, bullet list of edits, or 'Changes made' block",
"max_score": 10
}
]
}