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This combines template-based transformations with reinforcement from user corrections.","intents":["Automatically update my C# code to use modern language features available in the target .NET version","Have the tool learn from my manual code fixes and apply similar patterns to other parts of the codebase","Modernize API calls to use newer framework methods without manually rewriting every occurrence"],"best_for":["Solo developers or small teams upgrading single-project applications","Developers who want to adopt modern C# idioms incrementally while learning from corrections"],"limitations":["Learning mechanism scope and reliability are undocumented; unclear how many manual interventions are needed to establish a pattern","Transformation quality depends on test coverage; without unit tests, correctness cannot be validated","Does not support .NET Framework or .NET Core versions earlier than 3.x as source","Transformations are limited to documented upgrade paths (no lateral or downgrade paths supported)"],"requires":["Visual Studio Code with GitHub Copilot extension","GitHub Copilot subscription","C# source files with valid syntax","Target .NET version specified (8, 9, or 10)"],"input_types":["C# source code files (cs)","project configuration (csproj)"],"output_types":["transformed C# code","code diff (implicit in Git commits)"],"categories":["code-generation-editing","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-ms-dotnettools-vscode-dotnet-modernize__cap_2","uri":"capability://automation.workflow.automatic.unit.test.execution.and.validation","name":"automatic-unit-test-execution-and-validation","description":"Automatically discovers and executes unit tests in the .NET project after code transformations are applied, using the native test runner (likely xUnit, NUnit, or MSTest based on project configuration). Test results are parsed to validate that transformations did not introduce regressions. Failed tests block further transformations or prompt user intervention, creating a safety gate for automated upgrades.","intents":["Ensure that automated code transformations don't break existing functionality","Get immediate feedback on whether the upgrade is safe to commit","Identify which tests fail due to the upgrade so I can fix them manually"],"best_for":["Teams with comprehensive unit test coverage (>70%) who want automated validation","Projects where test execution is fast (<5 minutes) to avoid blocking the upgrade workflow"],"limitations":["Validation only works if unit tests exist and are discoverable by the test runner; projects without tests cannot be validated","Test execution time directly impacts upgrade workflow duration; slow test suites may make the tool impractical","Does not validate integration tests, end-to-end tests, or manual QA scenarios","Test discovery depends on project configuration; custom test runners or non-standard test structures may not be recognized"],"requires":["Unit tests present in the project (xUnit, NUnit, MSTest, or compatible framework)","Test runner configured and discoverable by VS Code","Tests must be executable without external dependencies or manual setup"],"input_types":["transformed C# code","test project configuration"],"output_types":["test execution results (pass/fail)","test failure logs"],"categories":["automation-workflow","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-ms-dotnettools-vscode-dotnet-modernize__cap_3","uri":"capability://automation.workflow.incremental.git.commit.generation.with.semantic.grouping","name":"incremental-git-commit-generation-with-semantic-grouping","description":"Automatically creates Git commits during the upgrade process, grouping related code transformations semantically (e.g., 'Upgrade NuGet packages', 'Modernize C# syntax', 'Update API calls'). Each commit is atomic and reversible, allowing developers to review and cherry-pick changes or revert specific upgrade steps. Commits are created within the repository context, respecting the current branch and Git state.","intents":["Review upgrade changes incrementally rather than as a single massive commit","Revert specific upgrade steps if they cause issues without losing all progress","Maintain a clear Git history showing what changed and why during the upgrade"],"best_for":["Teams using Git-based workflows with code review processes","Developers who want granular control over which upgrade changes to accept"],"limitations":["Automatic commits may conflict with active rebase/merge operations; behavior in these scenarios is undocumented","Interaction with custom pre-commit hooks is undocumented; hooks may reject or modify commits unexpectedly","Branch protection rules may prevent automatic commits; requires appropriate repository permissions","Commit messages are generated by the AI agent; quality and clarity depend on model output"],"requires":["Git-based repository (non-Git repos unsupported)","Write permissions to the repository","No active rebase/merge operations"],"input_types":["transformed code","test results"],"output_types":["Git commits with semantic messages","commit hashes"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-ms-dotnettools-vscode-dotnet-modernize__cap_4","uri":"capability://text.generation.language.copilot.chat.agent.integration.for.interactive.upgrade","name":"copilot-chat-agent-integration-for-interactive-upgrade","description":"Exposes upgrade capabilities through a custom 'Modernize' agent in the Copilot Chat interface, allowing developers to interact with the upgrade process conversationally. Developers can ask natural language questions (e.g., 'Upgrade my solution to .NET 9'), and the agent orchestrates the full upgrade workflow: analysis, planning, transformation, testing, and commit creation. The agent maintains context across multiple chat turns, enabling iterative refinement of upgrade decisions.","intents":["Start an upgrade workflow by describing my goal in natural language rather than clicking through a wizard","Ask follow-up questions about the upgrade plan before committing to changes","Get explanations for why specific transformations are being applied"],"best_for":["Developers comfortable with conversational AI interfaces","Teams where non-technical stakeholders (product managers, architects) want to understand upgrade decisions"],"limitations":["Requires Visual Studio Code preview version for Agent Mode functionality; specific version number is undocumented","Agent responses are generated by the underlying Copilot model; quality and accuracy depend on model training and may hallucinate upgrade steps","No custom keybindings or shortcuts documented; interaction is limited to Copilot Chat UI","Context window limitations may prevent the agent from considering very large solutions (>100 projects)"],"requires":["Visual Studio Code (preview version with Agent Mode support)","GitHub Copilot extension installed","GitHub Copilot subscription","Copilot Chat feature enabled"],"input_types":["natural language queries","project context (implicit)"],"output_types":["natural language responses","upgrade plan","code transformations"],"categories":["text-generation-language","tool-use-integration","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-ms-dotnettools-vscode-dotnet-modernize__cap_5","uri":"capability://planning.reasoning.target.version.selection.with.security.remediation.toggle","name":"target-version-selection-with-security-remediation-toggle","description":"Allows developers to specify the target .NET version (8, 9, or 10) and optionally enable automatic remediation of security vulnerabilities in dependencies during the upgrade. 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This decouples version upgrades from security updates, giving developers control over the scope of changes.","intents":["Choose which .NET version to upgrade to based on my project's requirements","Automatically fix known security vulnerabilities in dependencies while upgrading","Perform a version upgrade without touching dependencies if I want to minimize risk"],"best_for":["Security-conscious teams that want to address vulnerabilities proactively","Developers managing multiple projects with different .NET version targets"],"limitations":["Security vulnerability data depends on NuGet/Microsoft's vulnerability database; zero-day vulnerabilities may not be detected","Automatic remediation may upgrade packages to versions with breaking changes; manual testing is required","Only supports forward upgrades to .NET 8, 9, or 10; cannot downgrade or upgrade to future versions","Cannot upgrade from .NET Framework or .NET Core versions earlier than 3.x"],"requires":["Target .NET version specified (8, 9, or 10)","Current .NET version is 3.x, 5, 6, 7, or 8"],"input_types":["target version selection (enum)","security remediation toggle (boolean)"],"output_types":["upgrade plan with version targets","list of vulnerable packages and patches"],"categories":["planning-reasoning","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-ms-dotnettools-vscode-dotnet-modernize__cap_6","uri":"capability://safety.moderation.privacy.preserving.code.analysis.with.no.retention","name":"privacy-preserving-code-analysis-with-no-retention","description":"Analyzes .NET code and project structure within the local VS Code environment without retaining code snippets, custom tasks, or analysis results beyond the immediate session. 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This design prioritizes privacy for enterprises handling proprietary code while still leveraging cloud-based AI capabilities for analysis.","intents":["Use AI-powered upgrade capabilities without worrying that my proprietary code will be stored or used for training","Comply with data retention policies that prohibit sending code to external services","Maintain confidentiality of custom business logic during the upgrade process"],"best_for":["Enterprise teams with strict data governance and IP protection requirements","Financial services, healthcare, or government contractors handling regulated code"],"limitations":["Privacy guarantees are stated in documentation but not independently audited; trust is required","Code must still be transmitted to Copilot backend for analysis; network-level interception is theoretically possible","No option to run analysis entirely locally; cloud processing is mandatory","Privacy policy applies only to code snippets; metadata about project structure may be retained"],"requires":["Trust in Microsoft's privacy commitments","Network connectivity to GitHub Copilot backend"],"input_types":["C# source code","project metadata"],"output_types":["analysis results (not retained)"],"categories":["safety-moderation","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":45,"verified":false,"data_access_risk":"high","permissions":["Visual Studio Code with GitHub Copilot extension installed","GitHub Copilot subscription (paid or free tier with limitations)","Git-based repository (non-Git repos unsupported)",".NET project files (csproj) with valid XML structure","Visual Studio Code with GitHub Copilot extension","GitHub Copilot subscription","C# source files with valid syntax","Target .NET version specified (8, 9, or 10)","Unit tests present in the project (xUnit, NUnit, MSTest, or compatible framework)","Test runner configured and discoverable by VS Code"],"failure_modes":["Analysis is limited to local project metadata; does not query NuGet repository for latest compatible versions","Cannot analyze .NET Framework projects or versions earlier than .NET Core 3.x","Dependency resolution does not account for transitive peer dependencies in private NuGet feeds","Learning mechanism scope and reliability are undocumented; unclear how many manual interventions are needed to establish a pattern","Transformation quality depends on test coverage; without unit tests, correctness cannot be validated","Does not support .NET Framework or .NET Core versions earlier than 3.x as source","Transformations are limited to documented upgrade paths (no lateral or downgrade paths supported)","Validation only works if unit tests exist and are discoverable by the test runner; projects without tests cannot be validated","Test execution time directly impacts upgrade workflow duration; slow test suites may make the tool impractical","Does not validate integration tests, end-to-end tests, or manual QA scenarios","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.68,"quality":0.24,"ecosystem":0.35000000000000003,"match_graph":0.25,"freshness":0.9,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.15,"match_graph":0.23,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:34.803Z","last_scraped_at":"2026-05-03T15:20:32.168Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=github-copilot-modernization-for-net","compare_url":"https://unfragile.ai/compare?artifact=github-copilot-modernization-for-net"}},"signature":"7ln7RRSxV/BCI4dSV2xUznioL0pTZ+E7TbkaY02EfaXnuGHfFfVrG/oqY68JKzlRepGAtSVhIeL6Z6Xyt2AvAg==","signedAt":"2026-06-15T11:41:31.530Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/github-copilot-modernization-for-net","artifact":"https://unfragile.ai/github-copilot-modernization-for-net","verify":"https://unfragile.ai/api/v1/verify?slug=github-copilot-modernization-for-net","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}