Cast Imaging Structural Quality Advisor
GitHubOfficialFirst committed by CASTResearchLabsDistributed by GitHub
- Custom agent
- Tool integration
- Software development
- MIT
- No issues found
AutoGineer summary
Written by AutoGineer from the skill’s own files, not by the author
The CAST Imaging Structural Quality Advisor is a specialized agent designed to interface with CAST Imaging to perform deep structural analysis of software applications. It focuses on identifying technical debt, security vulnerabilities, and compliance issues by examining code structures. The agent provides actionable remediation guidance, including testing strategies and impact assessments, by analyzing how specific objects interact within transactions and data graphs.
What it does
- Identifies structural quality flaws and technical debt within software applications.
- Provides detailed remediation plans and best practice guidance for identified issues.
- Analyzes structural context to determine the impact of code flaws on transactions and data integrity.
- Assesses compliance with specific standards such as ISO-5055, security CVEs, and Green IT patterns.
- Recommends testing strategies tailored to the specific remediation of identified quality issues.
When to use it
- When you need to perform a comprehensive structural quality assessment of an application.
- When prioritizing technical debt or quality issues based on business impact and risk.
- When investigating the impact of specific code flaws on system transactions or data graphs.
- When auditing code for compliance with security, ISO-5055, or sustainability standards.
Advantages
- Provides deep structural context rather than just surface-level issue reporting.
- Integrates testing implications directly into remediation advice.
- Supports standardized workflows for consistent quality analysis across projects.
- Enables data-driven prioritization of technical debt.
Usage examples
- “What are the most critical quality issues in this application?”
- The agent will list high-priority structural flaws, provide context on where they occur, and suggest a remediation plan with testing considerations.
- “Show me security vulnerabilities (CVEs) in the system.”
- The agent will query the CAST Imaging instance for security-related quality insights and report on affected components.
- “What is the impact of fixing this specific quality issue?”
- The agent will analyze the object's role in transactions and data graphs to explain the potential ripple effects and testing requirements for the fix.
Install
Download the custom agent as a ZIP:
https://mp-staging.autogineer.com/agent-skills/github/cast-imaging-structural-quality-advisor/downloadExtract the agent file into .github/agents, then commit it:
mkdir -p .github/agents && unzip -j cast-imaging-structural-quality-advisor.zip 'cast-imaging-structural-quality-advisor/cast-imaging-structural-quality-advisor.agent.md' -d .github/agentsKeep the LICENSE and ATTRIBUTION.md files from the ZIP with your copy.
Documentation by CASTResearchLabs
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:
Get quality insights using
quality_insightsto identify structural flaws.Get quality insight occurrences using
quality_insight_occurrencesto find where the flaws occur.Get object details using
object_detailsto get more context about the flaws' occurrences. 4.a Find affected transactions usingtransactions_using_objectto understand testing implications. 4.b Find affected data graphs usingdata_graphs_involving_objectto 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.
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 theurlfield in themcp-serverssection at the top of this file.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-keysecret for subsequent uses.
Files
- ATTRIBUTION.mdAdded by AutoGineer936 B
- LICENSELicence file added by AutoGineer1.0 KiB
- cast-imaging-structural-quality-advisor.agent.md3.8 KiB
Requirements and compatibility
Written for: GitHub Copilot
Works with: GitHub Copilot
“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.
Needs: Needs an MCP server, Needs an API key
Security
No issues found by our static scan· No issues found
A static scan is not a guarantee. Skills are third-party content: review a skill before you let an agent use it.
Attribution and licence
- First committed by
CASTResearchLabs
- Publisher
- GitHub (Official)
- Distributed by
- GitHub
- Source
- github/awesome-copilot · agents/cast-imaging-structural-quality-advisor.agent.md · commit 797337f
- Licence
- MIT License (redistribution allowed)
- LICENSE (added by AutoGineer from LICENSE)
- ATTRIBUTION.md (written by AutoGineer)
- Synced
- Contributors
- CASTResearchLabs
AutoGineer is not affiliated with or endorsed by CASTResearchLabs or GitHub.
Download ZIP
The ZIP holds the skill’s files, its licence files and an ATTRIBUTION.md. Download cast-imaging-structural-quality-advisor.zip