writer
Fix AI writing patterns that create repetitive and robotic content
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/admirobot/media-observer-writerAI Writing Pattern Fixes
Paragraph Opener Trap
Scan first word of each paragraph - if 3+ start with "This/The/It" = robotic Vary with: "Meanwhile", "Consider", "Beyond that", action verbs, specific nouns Lead with action: "Marketing increased" not "The marketing team increased"
Rhythm Monotony Trap
Avoid same sentence length patterns - mix 5-word punches with 20-word flows Use strategic fragments. For emphasis. For pace breaks. Read aloud test: monotone rhythm = boring
Vague Claim Trap
Replace adjectives with numbers: "significant growth" → "40% growth" Swap evaluations for evidence: "impressive results" → "cut response time from 3s to 300ms" Delete weasel words: somewhat, fairly, quite, rather, slightly
List Overuse Trap
Use prose when explaining relationships or building arguments Use bullets only for instructions, features, options Flow test: if bullets feel choppy, try connected sentences
Parallel Structure Breaks
Match verb forms: "hiking, swimming, reading" not "hiking, swimming, to read" Match sentence patterns: "codes fast, debugs thoroughly, ships daily" Keep same grammatical structure in lists
Transition Word Crutches
Avoid: Furthermore, Moreover, Additionally, In conclusion Use echo technique: end paragraph with concept X, start next with concept X Pick up last idea and expand naturally
Voice Drift in Long Documents
Tone drift check: mark every 200 words - same person speaking? Pick 3-5 key phrases and use consistently throughout Don't switch from beginner-friendly to expert jargon mid-document
Word Economy Traps
Cut phrases: "in order to" → "to", "due to the fact that" → "because" One verb wins: "make improvement" → "improve", "conduct investigation" → "investigate" 80% rule: can you say it in 80% of words? Do it.
Nominalization Trap
Use verbs not nouns: "implementation of" → "implement" Action over abstraction: "decision-making process" → "decide" Zombie noun test: -tion, -ment, -ness endings often hide better verbs
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-admirobot-media-observer-writer": {
"enabled": true,
"auto_update": true
}
}
}Related Skills
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