An AI-driven analysis tool that compares your work against grading rubrics to identify missing elements and provide a prioritized improvement plan.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install rubric-gap-analyzer
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install rubric-gap-analyzer using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Rubric Gap Analyzer?
The Rubric Gap Analyzer is a specialized tool within the Openclaw Skills ecosystem designed to bridge the gap between current drafts and final grading expectations. By processing evaluation standards—such as course rubrics, competition criteria, or project scorecards—the skill extracts critical scoring dimensions and identifies exactly where your work is lacking.
This skill is particularly valuable for students, researchers, and professionals who need to ensure their output meets rigorous external standards. It provides a strategic perspective on which modifications will yield the highest impact on the final score, allowing for efficient and targeted revisions.
Rubric Gap Analyzer Use Cases
- Analyzing course paper rubrics to ensure all academic requirements are met.
- Evaluating project defense score sheets to prepare for high-stakes presentations.
- Checking competition or grant submission criteria to maximize evaluation points.
- Auditing draft assignments against specific grading dimensions provided by instructors.
- Reviewing professional deliverables against client-defined project checklists.
How Rubric Gap Analyzer Works
- The user copies the grading rubric or criteria text to the system clipboard.
- The skill invokes a Node.js script to read the clipboard content using Openclaw Skills integration.
- The AI parses the text to identify core scoring dimensions and weighted priorities.
- It compares the extracted criteria against the user's draft or project description.
- The system generates a comprehensive gap analysis and a prioritized roadmap for score improvement.
Rubric Gap Analyzer Setup
To use this skill, ensure you have Node.js installed and access to system clipboard utilities.
# Verify Node.js installation
node -v
# The skill utilizes pbpaste (macOS) or equivalent tools via Openclaw Skills
Rubric Gap Analyzer Data Schema & Taxonomy
The Rubric Gap Analyzer organizes its findings into a structured report based on the following taxonomy:
| Component | Description |
|---|---|
| Scoring Dimensions | Specific categories identified from the rubric (e.g., Clarity, Accuracy, Format). |
| Critical Gaps | Explicit elements required by the rubric that are absent in the draft. |
| Priority Level | A ranking of improvements based on potential score gain vs. effort. |
| Action Plan | A numbered list of concrete steps to resolve identified gaps. |
Rubric Gap Analyzer Advanced Features
- Strategic Gain Prioritization: Recommends the order of changes based on which updates provide the most significant point increases.
- Multi-Dimensional Extraction: Automatically differentiates between mandatory requirements and bonus point opportunities.
- Clipboard Workflow: Seamlessly ingests data without manual file uploads, leveraging Openclaw Skills for high-speed analysis.
- Contextual Feedback: Adapts its tone and suggestions based on whether the rubric is academic, professional, or competitive.
SKILL.md
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