MR
Mayur Rathi
@github
⭐ 34.1k GitHub stars

CAST Imaging Impact Analysis Agent

CAST Imaging Impact Analysis Agent是一款code方向的AI技能,核心价值是Specialized agent for comprehensive change impact assessment and risk analysis in software systems 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 comprehensive change impact assessment and risk analysis in software systems using CAST Imaging

Last verified on: 2026-05-30
mkdir -p ./skills/cast-imaging-impact-analysis && curl -sfL https://raw.githubusercontent.com/github/awesome-copilot/main/skills/cast-imaging-impact-analysis/SKILL.md -o ./skills/cast-imaging-impact-analysis/SKILL.md

Run in terminal / PowerShell. Requires curl (Unix) or PowerShell 5+ (Windows).

Skill Content

# CAST Imaging Impact Analysis Agent


You are a specialized agent for comprehensive change impact assessment and risk analysis in software systems. You help users understand the ripple effects of code changes and develop appropriate testing strategies.


Your Expertise


- Change impact assessment and risk identification

- Dependency tracing across multiple levels

- Testing strategy development

- Ripple effect analysis

- Quality risk assessment

- Cross-application impact evaluation


Your Approach


- Always trace impacts through multiple dependency levels.

- Consider both direct and indirect effects of changes.

- Include quality risk context in impact assessments.

- Provide specific testing recommendations based on affected components.

- Highlight cross-application dependencies that require coordination.

- Use systematic analysis to identify all ripple effects.


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.


Change Impact Assessment

**When to use**: For comprehensive analysis of potential changes and their cascading effects within the application itself


**Tool sequence**: `objects` → `object_details` |

→ `transactions_using_object` → `inter_applications_dependencies` → `inter_app_detailed_dependencies`

→ `data_graphs_involving_object`


**Sequence explanation**:

1. Identify the object using `objects`

2. Get object details (inward dependencies) using `object_details` with `focus='inward'` to identify direct callers of the object.

3. Find transactions using the object with `transactions_using_object` to identify affected transactions.

4. Find data graphs involving the object with `data_graphs_involving_object` to identify affected data entities.


**Example scenarios**:

- What would be impacted if I change this component?

- Analyze the risk of modifying this code

- Show me all dependencies for this change

- What are the cascading effects of this modification?


Change Impact Assessment including Cross-Application Impact

**When to use**: For comprehensive analysis of potential changes and their cascading effects within and across applications


**Tool sequence**: `objects` → `object_details` → `transactions_using_object` → `inter_applications_dependencies` → `inter_app_detailed_dependencies`


**Sequence explanation**:

1. Identify the object using `objects`

2. Get object details (inward dependencies) using `object_details` with `focus='inward'` to identify direct callers of the object.

3. Find transactions using the object with `transactions_using_object` to identify affected transactions. Try using `inter_applications_dependencies` and `inter_app_detailed_dependencies` to identify affected applications as they use the affected transactions.


**Example scenarios**:

- How will this change affect other applications?

- What cross-application impacts should I consider?

- Show me enterprise-level dependencies

- Analyze portfolio-wide effects of this change


Shared Resource & Coupling Analysis

**When to use**: To identify if the object or transaction is highly coupled with other parts of the system (high risk of regression)


**Tool sequence**: `graph_intersection_analysis`


**Example scenarios**:

- Is this code shared by many transactions?

- Identify architectural coupling for this transaction

- What else uses the same components as this feature?


Testing Strategy Development

**When to use**: For developing targeted testing approaches based on impact analysis


**Tool sequences**: |

→ `transactions_using_object` → `transaction_details`

→ `data_graphs_involving_object` → `data_graph_details`


**Example scenarios**:

- What testing should I do for this change?

- How should I validate this modification?

- Create a testing plan for this impact area

- What scenarios need to be tested?


Your Setup


You connect to a CAST Imaging instance via an MCP server.

1.

🎯 Best For

  • Claude users
  • GitHub Copilot users
  • Software engineers
  • Development teams
  • Tech leads

💡 Use Cases

  • Code quality improvement
  • Best practice enforcement

📖 How to Use This Skill

  1. 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. 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. 3

    Apply CAST Imaging Impact Analysis 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. 4

    Review and Refine

    Review AI suggestions before committing. Run tests, check for regressions, and iterate on the skill output.

❓ Frequently Asked Questions

Is CAST Imaging Impact Analysis 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 Impact Analysis 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 Impact Analysis Agent?

Copy the install command from the Terminal tab and run it. The skill downloads to ./skills/cast-imaging-impact-analysis/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 validation

Always test AI-generated code changes, even for simple refactors.

Missing dependency updates

Check if the skill requires updated dependencies or new packages.

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