Cast Imaging Impact Analysis
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 Impact Analysis Agent provides a structured approach to assessing how code changes propagate through software systems. By integrating with CAST Imaging via an MCP server, the agent traces dependencies, identifies affected transactions, and evaluates cross-application impacts to help developers and architects understand potential risks and develop informed testing strategies.
What it does
- Traces direct and indirect dependencies across multiple levels of a software system.
- Identifies transactions and data graphs affected by specific code modifications.
- Evaluates cross-application dependencies to assess portfolio-wide impact.
- Performs graph intersection analysis to detect high-risk architectural coupling.
- Generates targeted testing recommendations based on identified impact areas.
When to use it
- When assessing the potential ripple effects of a proposed code change.
- When identifying risks associated with modifying shared components or transactions.
- When determining the scope of testing required for a specific system modification.
- When evaluating how a change in one application might affect other integrated systems.
Advantages
- Provides systematic, data-driven insights into complex system dependencies.
- Helps prevent regressions by highlighting highly coupled components.
- Facilitates coordination across different applications by identifying cross-app dependencies.
- Enables the creation of focused, efficient testing plans.
Usage examples
- “What would be impacted if I change this component?”
- The agent traces the component's dependencies and identifies the specific transactions and data graphs that would be affected by the modification.
- “How will this change affect other applications?”
- The agent analyzes inter-application dependencies to report which external systems or services rely on the modified components.
- “Create a testing plan for this impact area.”
- The agent uses transaction and data graph details to recommend specific test scenarios that cover the identified affected components.
- “Is this code shared by many transactions?”
- The agent performs a graph intersection analysis to determine if the object is highly coupled with other parts of the system.
Install
Download the custom agent as a ZIP:
https://mp-staging.autogineer.com/agent-skills/github/cast-imaging-impact-analysis/downloadExtract the agent file into .github/agents, then commit it:
mkdir -p .github/agents && unzip -j cast-imaging-impact-analysis.zip 'cast-imaging-impact-analysis/cast-imaging-impact-analysis.agent.md' -d .github/agentsKeep the LICENSE and ATTRIBUTION.md files from the ZIP with your copy.
Documentation by CASTResearchLabs
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:
Identify the object using
objectsGet object details (inward dependencies) using
object_detailswithfocus='inward'to identify direct callers of the object.Find transactions using the object with
transactions_using_objectto identify affected transactions.Find data graphs involving the object with
data_graphs_involving_objectto 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:
Identify the object using
objectsGet object details (inward dependencies) using
object_detailswithfocus='inward'to identify direct callers of the object.Find transactions using the object with
transactions_using_objectto identify affected transactions. Try usinginter_applications_dependenciesandinter_app_detailed_dependenciesto 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.
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 AutoGineer914 B
- LICENSELicence file added by AutoGineer1.0 KiB
- cast-imaging-impact-analysis.agent.md4.7 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-impact-analysis.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-impact-analysis.zip