/install media-observer-writer
AI 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
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install media-observer-writer - After installation, invoke the skill by name or use
/media-observer-writer - Provide required inputs per the skill's parameter spec and get structured output
What is 内容写作优化技能?
Fix AI writing patterns that create repetitive and robotic content. It is an AI Agent Skill for Claude Code / OpenClaw, with 95 downloads so far.
How do I install 内容写作优化技能?
Run "/install media-observer-writer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is 内容写作优化技能 free?
Yes, 内容写作优化技能 is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does 内容写作优化技能 support?
内容写作优化技能 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created 内容写作优化技能?
It is built and maintained by admirobot (@admirobot); the current version is v1.0.0.