This skill should be used when validating whether a specific word or phrase is appropriate, commonly used, and correct in academic technical contexts. Use for checking terminology in research papers targeting top-tier computer science conferences.
Validates word choices for CS research papers, scoring appropriateness (0-100) and providing alternatives when needed. Triggered when users mark terms with `<>` in sentences targeting top-tier conferences.
/plugin marketplace add minhuw/claude-writer/plugin install minhuw-research-paper-assistant@minhuw/claude-writerThis skill inherits all available tools. When active, it can use any tool Claude has access to.
Assess whether marked words or phrases are appropriate, commonly used, and correct in the context of technical research papers, providing alternatives when needed.
The user will provide a sentence with a word or phrase marked using <> delimiters.
Example: "The system demonstrates <good> performance under various workloads."
Follow this two-step process:
Provide a confidence score (0-100) for the current usage based on:
<> markers removedExample:
Score: 85/100 - Usage is appropriate and commonly used in systems research.
Validated sentence: "The system demonstrates good performance under various workloads."
Provide comprehensive feedback:
Explanation - Why the word/phrase is suboptimal:
Alternatives - Provide 2-3 better candidates with:
Example:
Score: 65/100 - The word "good" is grammatically correct but too informal and imprecise for academic writing.
Alternatives:
- **strong** (90/100): More precise and widely used in performance discussions; conveys solid results without overstatement
- **favorable** (85/100): Formal and appropriate; emphasizes positive aspects; common in academic papers
- **competitive** (80/100): Implies comparison with baselines; suitable if benchmarking against other systems
Assess marked text based on:
Graduate students, professors, and researchers in computer science writing for top-tier conferences (e.g., OSDI, NSDI, SOSP, SIGCOMM).
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