rubric-gap-analyzer

What This Skill Does

The rubric-gap-analyzer is a specialized OpenClaw agent skill designed to bridge the gap between your current draft and the objective scoring requirements set by instructors, editors, or project leads. By processing grading rubrics, assignment prompts, or project evaluation metrics, this tool systematically evaluates your document to identify missing components, weak logical links, and areas where the content fails to meet stated criteria. It doesn't just critique; it provides an actionable, prioritized roadmap to optimize your work for the highest possible score.

Installation

To integrate this skill into your OpenClaw environment, execute the following installation command in your terminal: clawhub install openclaw/skills/skills/52yuanchangxing/rubric-gap-analyzer

Use Cases

• Academic Writing: Analyzing term papers, essays, or research projects against specific university-provided grading rubrics.
• Project Management: Reviewing proposal drafts or milestone documentation against stakeholder evaluation criteria.
• Professional Development: Evaluating performance review documents or project submission reports to ensure all KPIs and success factors are addressed.
• Creative Competitions: Checking contest entries against published jury guidelines and submission checklists to maximize scoring potential.

Example Prompts

1. "I just copied my assignment rubric into the clipboard. Please read it and tell me which sections of my current draft need the most improvement to secure an A grade."
2. "Use the rubric provided in the attached file to analyze my draft. Specifically, highlight where I am losing points on the evidence-gathering criteria."
3. "Here is my project outline and the grading requirements. Can you generate a step-by-step revision plan that prioritizes the high-weight sections of the rubric?"

Tips & Limitations

• Quality of Input: The accuracy of the analysis is directly tied to the clarity of the input rubric. Ensure the formatting of the grading criteria is readable.
• Iterative Improvement: Treat this as a collaborative partner. After receiving the initial gap analysis, you can ask for follow-up refinements or specific phrasing suggestions for identified weak points.
• Limitations: While this skill excels at identifying logical gaps and missing requirements, it should be used as a supplementary tool for academic and professional writing. Always review the final output to ensure it aligns with your personal tone and specific context, as the skill functions based on pattern matching and rubric extraction logic.