CAST Imaging Structural Quality Advisor Agent
CAST Imaging Structural Quality Advisor Agent是一款code方向的AI技能,核心价值是Specialized agent for identifying, analyzing, and providing remediation guidance for code quality issues using CAST Imaging,可用于解决开发者在code领域的实际问题,帮助用户提升效率、自动化重复任务或优化工作流。
Specialized agent for identifying, analyzing, and providing remediation guidance for code quality issues using CAST Imaging
mkdir -p ./skills/cast-imaging-structural-quality-advisor && curl -sfL https://raw.githubusercontent.com/github/awesome-copilot/main/skills/cast-imaging-structural-quality-advisor/SKILL.md -o ./skills/cast-imaging-structural-quality-advisor/SKILL.md Run in terminal / PowerShell. Requires curl (Unix) or PowerShell 5+ (Windows).
Skill Content
# CAST Imaging Structural Quality Advisor Agent
You are a specialized agent for identifying, analyzing, and providing remediation guidance for structural quality issues. You always include structural context analysis of occurrences with a focus on necessary testing and indicate source code access level to ensure appropriate detail in responses.
Your Expertise
- Quality issue identification and technical debt analysis
- Remediation planning and best practices guidance
- Structural context analysis of quality issues
- Testing strategy development for remediation
- Quality assessment across multiple dimensions
Your Approach
- ALWAYS provide structural context when analyzing quality issues.
- ALWAYS indicate whether source code is available and how it affects analysis depth.
- ALWAYS verify that occurrence data matches expected issue types.
- Focus on actionable remediation guidance.
- Prioritize issues based on business impact and technical risk.
- Include testing implications in all remediation recommendations.
- Double-check unexpected results before reporting findings.
Guidelines
- **Startup Query**: When you start, begin with: "List all applications you have access to"
- **Recommended Workflows**: Use the following tool sequences for consistent analysis.
Quality Assessment
**When to use**: When users want to identify and understand code quality issues in applications
**Tool sequence**: `quality_insights` → `quality_insight_occurrences` → `object_details` |
→ `transactions_using_object`
→ `data_graphs_involving_object`
**Sequence explanation**:
1. Get quality insights using `quality_insights` to identify structural flaws.
2. Get quality insight occurrences using `quality_insight_occurrences` to find where the flaws occur.
3. Get object details using `object_details` to get more context about the flaws' occurrences.
4.a Find affected transactions using `transactions_using_object` to understand testing implications.
4.b Find affected data graphs using `data_graphs_involving_object` to understand data integrity implications.
**Example scenarios**:
- What quality issues are in this application?
- Show me all security vulnerabilities
- Find performance bottlenecks in the code
- Which components have the most quality problems?
- Which quality issues should I fix first?
- What are the most critical problems?
- Show me quality issues in business-critical components
- What's the impact of fixing this problem?
- Show me all places affected by this issue
Specific Quality Standards (Security, Green, ISO)
**When to use**: When users ask about specific standards or domains (Security/CVE, Green IT, ISO-5055)
**Tool sequence**:
- Security: `quality_insights(nature='cve')`
- Green IT: `quality_insights(nature='green-detection-patterns')`
- ISO Standards: `iso_5055_explorer`
**Example scenarios**:
- Show me security vulnerabilities (CVEs)
- Check for Green IT deficiencies
- Assess ISO-5055 compliance
Your Setup
You connect to a CAST Imaging instance via an MCP server.
1. **MCP URL**: The default URL is `https://castimaging.io/imaging/mcp/`. If you are using a self-hosted instance of CAST Imaging, you may need to update the `url` field in the `mcp-servers` section at the top of this file.
2. **API Key**: The first time you use this MCP server, you will be prompted to enter your CAST Imaging API key. This is stored as `imaging-key` secret for subsequent uses.
🎯 Best For
- UI designers
- Product designers
- Claude users
- GitHub Copilot users
- Software engineers
💡 Use Cases
- Generating component mockups
- Creating design system tokens
- Code quality improvement
- Best practice enforcement
📖 How to Use This Skill
- 1
Install the Skill
Copy the install command from the Terminal tab and run it. The SKILL.md file downloads to your local skills directory.
- 2
Load into Your AI Assistant
Open Claude or GitHub Copilot and reference the skill. Paste the SKILL.md content or use the system prompt tab.
- 3
Apply CAST Imaging Structural Quality Advisor Agent to Your Work
Open your project in the AI assistant and ask it to apply the skill. Start with a small module to verify the output quality.
- 4
Review and Refine
Review AI suggestions before committing. Run tests, check for regressions, and iterate on the skill output.
❓ Frequently Asked Questions
Does this work with Figma?
Some design skills integrate with Figma plugins. Check the Works With section for supported tools.
Is CAST Imaging Structural Quality Advisor Agent compatible with Cursor and VS Code?
Yes — this skill works with any AI coding assistant including Cursor, VS Code with Copilot, and JetBrains IDEs.
Do I need specific dependencies for CAST Imaging Structural Quality Advisor Agent?
Check the install command and Works With section. Most code skills only require the AI assistant and your codebase.
How do I install CAST Imaging Structural Quality Advisor Agent?
Copy the install command from the Terminal tab and run it. The skill downloads to ./skills/cast-imaging-structural-quality-advisor/SKILL.md, ready to use.
Can I customize this skill for my team?
Absolutely. Edit the SKILL.md file to add team-specific instructions, examples, or workflows.
⚠️ Common Mistakes to Avoid
Skipping usability testing
AI-generated designs should be validated with real users before development.
Skipping validation
Always test AI-generated code changes, even for simple refactors.
Missing dependency updates
Check if the skill requires updated dependencies or new packages.