{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"vscode-sonarsource-sonarlint-vscode","slug":"sonarqube-for-ide","name":"SonarQube for IDE","type":"extension","url":"https://marketplace.visualstudio.com/items?itemName=SonarSource.sonarlint-vscode","page_url":"https://unfragile.ai/sonarqube-for-ide","categories":["code-review-security","code-editors"],"tags":["AI","c#","C++","Code Quality","Education","Go","IaC","java","javascript","Jupyter","language-model-tools","php","python","Security","SonarQube","Static Code Analysis","tools","TypeScript","Vulnerability"],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"vscode-sonarsource-sonarlint-vscode__cap_0","uri":"capability://code.generation.editing.real.time.inline.code.issue.detection.with.line.level.annotations","name":"real-time inline code issue detection with line-level annotations","description":"Analyzes code as it is written or opened in the editor, using static analysis rules to identify quality and security issues. Issues are highlighted directly in the editor at the line level and also aggregated in VS Code's Problems panel. The analysis runs automatically on file open and during editing without requiring manual trigger, providing immediate feedback on code quality violations across 10+ supported languages.","intents":["I want to catch code quality issues as I write them, not after I push to version control","I need to see which lines have problems and understand what the issue is without leaving the editor","I want my team to follow consistent coding standards without waiting for CI/CD feedback"],"best_for":["individual developers writing code in VS Code who want immediate feedback","teams adopting local linting before code review","developers learning best practices through inline issue explanations"],"limitations":["Analysis is per-file or limited scope; project-wide analysis requires SonarQube Server/Cloud connection","Performance impact on large files or projects unknown — continuous background analysis may cause latency","Standalone mode has reduced security detection depth compared to Connected Mode","No configuration of analysis scope or throttling documented"],"requires":["VS Code (minimum version unknown)","One of: JavaScript/TypeScript, Python, Java, C#, C/C++, Go, PHP, HTML, CSS, Kubernetes, Docker, or PL/SQL"],"input_types":["source code files (JavaScript, TypeScript, Python, Java, C#, C/C++, Go, PHP, HTML, CSS, Kubernetes manifests, Docker files, PL/SQL)"],"output_types":["inline editor annotations (squiggly underlines, gutter icons)","structured issue list in Problems panel (issue type, severity, line number, rule ID)"],"categories":["code-generation-editing","static-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-sonarsource-sonarlint-vscode__cap_1","uri":"capability://code.generation.editing.quickfix.based.automated.issue.remediation","name":"quickfix-based automated issue remediation","description":"Provides inline quick-fix actions (accessible via VS Code's lightbulb UI) that automatically resolve detected issues by modifying code. QuickFix actions are context-aware and rule-specific, applying targeted transformations to fix issues like unused imports, style violations, or security anti-patterns. Users can apply fixes individually or batch-apply across a file.","intents":["I want to fix code issues without manually editing each one","I need to apply consistent formatting or style fixes across my codebase quickly","I want to remediate security issues automatically without understanding the underlying rule"],"best_for":["developers who want one-click remediation for common issues","teams enforcing style consistency without manual code review","developers new to a codebase who need to fix issues they don't fully understand"],"limitations":["QuickFix availability depends on rule implementation — not all detected issues have automated fixes","Fixes are rule-specific and may not handle complex refactoring scenarios","No preview of changes before applying — users must trust the fix or use undo","Batch application scope and behavior unknown"],"requires":["VS Code (minimum version unknown)","Detected issue with an available QuickFix action"],"input_types":["source code with detected issues"],"output_types":["modified source code with issue fixed in place"],"categories":["code-generation-editing","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-sonarsource-sonarlint-vscode__cap_10","uri":"capability://automation.workflow.pre.commit.issue.detection.and.scm.integration","name":"pre-commit issue detection and scm integration","description":"Identifies code quality and security issues before code is committed to version control, enabling developers to fix issues locally before pushing. The extension analyzes code in real-time as it is written, providing feedback before the commit stage. Integration with SCM (git, etc.) is implicit — the extension can detect issues before SCM push, but no direct SCM API access or git-specific features are documented.","intents":["I want to catch and fix issues before committing to version control","I want to prevent bad code from entering the repository","I need to reduce the number of issues caught in CI/CD by catching them locally first"],"best_for":["developers who want to maintain clean commit history","teams with strict code review policies","organizations trying to reduce CI/CD feedback loops"],"limitations":["No pre-commit hook integration documented — users must manually check issues before committing","No SCM API integration documented — cannot automatically block commits or suggest fixes","Analysis is per-file, not per-commit — unclear if all changed files are analyzed","No integration with git staging area or commit message validation"],"requires":["VS Code (minimum version unknown)","Git or other SCM (implicit requirement)"],"input_types":["source code files (all supported languages)"],"output_types":["detected issues before commit (inline annotations, Problems panel)"],"categories":["automation-workflow","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-sonarsource-sonarlint-vscode__cap_11","uri":"capability://tool.use.integration.freemium.pricing.model.with.optional.premium.features","name":"freemium pricing model with optional premium features","description":"Offers a free tier with core static analysis capabilities (real-time issue detection, QuickFix, basic rules) and optional premium features via SonarQube Cloud or Server subscription. The free tier includes standalone analysis for 7 primary languages and basic security rules. Premium features (Connected Mode, extended language support, advanced security analysis, AI CodeFix) require a SonarQube Cloud or Server account. SonarQube Cloud offers a free tier for public projects.","intents":["I want to use a code quality tool without paying upfront","I need advanced features (security analysis, team collaboration) and am willing to pay for them","I want to evaluate the tool before committing to a paid plan"],"best_for":["individual developers and small teams with limited budgets","open-source projects using SonarQube Cloud free tier","enterprises evaluating SonarQube before full deployment"],"limitations":["Free tier limited to 7 languages — extended language support requires paid SonarQube account","Advanced security analysis only available in Connected Mode (paid)","AI CodeFix availability and pricing unknown","SonarQube Cloud free tier limited to public projects — private projects require paid plan","No documentation of feature parity between free and paid tiers"],"requires":["VS Code (minimum version unknown)","Optional: SonarQube Cloud account (free tier available) or SonarQube Server (self-hosted)"],"input_types":["source code (all supported languages)"],"output_types":["access to features based on tier (free vs. paid)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-sonarsource-sonarlint-vscode__cap_2","uri":"capability://code.generation.editing.ai.powered.code.fix.generation.ai.codefix","name":"ai-powered code fix generation (ai codefix)","description":"Generates automated fixes for detected issues using an AI model, providing intelligent remediation beyond rule-based QuickFix. The AI CodeFix feature is mentioned as a capability but implementation details are unknown — it is unclear whether fixes are generated locally or via cloud API, which model is used, or how the feature handles complex refactoring scenarios. Users can apply AI-generated fixes inline similar to QuickFix actions.","intents":["I want AI to suggest fixes for complex issues that don't have simple rule-based solutions","I need to understand why an issue is a problem and how to fix it in context","I want to fix security or quality issues without deep knowledge of the underlying rule"],"best_for":["developers tackling complex refactoring or security issues","teams using AI-generated code who want to analyze and fix AI-generated issues","developers learning best practices through AI-generated explanations"],"limitations":["Implementation details unknown — unclear if local or cloud-based, which model is used, or latency impact","No documentation of fix quality, accuracy, or failure modes","Availability of AI CodeFix for specific issue types unknown","No preview or explanation of generated fixes documented","Potential cost implications if cloud-based (not documented)"],"requires":["VS Code (minimum version unknown)","Detected issue with AI CodeFix support (specific issues unknown)","Unknown: API key, cloud account, or local model configuration"],"input_types":["source code with detected issue","issue context (rule, severity, code snippet)"],"output_types":["AI-generated code fix suggestion","modified source code (if applied)"],"categories":["code-generation-editing","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-sonarsource-sonarlint-vscode__cap_3","uri":"capability://text.generation.language.contextual.issue.explanation.and.educational.guidance","name":"contextual issue explanation and educational guidance","description":"Provides detailed explanations of detected issues directly in the editor, framed as a 'personal coding tutor.' When users hover over or select an issue, the extension displays rule description, severity, and contextual guidance explaining why the issue matters and how to avoid it. This capability is designed to help developers understand coding best practices, not just fix issues mechanically.","intents":["I want to understand why this code is flagged as an issue, not just fix it","I'm learning a new language or framework and want inline guidance on best practices","I need to explain to my team why a particular pattern is problematic"],"best_for":["junior developers learning coding standards and best practices","teams onboarding new members to a codebase","developers adopting a new language or framework"],"limitations":["Explanation depth and quality depend on rule documentation — not all rules have detailed guidance","Explanations are static and rule-based, not context-aware to the specific code","No interactive learning features (e.g., quizzes, examples) documented","Explanations are read-only; no way to customize or extend them"],"requires":["VS Code (minimum version unknown)","Detected issue with documentation"],"input_types":["detected issue (rule ID, severity, code location)"],"output_types":["text explanation (rule description, severity, guidance)","optional: links to external documentation or examples"],"categories":["text-generation-language","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-sonarsource-sonarlint-vscode__cap_4","uri":"capability://safety.moderation.security.and.quality.issue.categorization.and.severity.ranking","name":"security and quality issue categorization and severity ranking","description":"Classifies detected issues into distinct categories (security vulnerabilities, code quality problems, maintainability issues) and assigns severity levels (blocker, critical, major, minor, info). This categorization enables developers to prioritize fixes and understand the impact of each issue. Severity is determined by rule configuration and can be customized via SonarQube Server/Cloud connection.","intents":["I need to prioritize which issues to fix first based on security and business impact","I want to distinguish between critical security issues and style violations","I need to report issue severity to stakeholders or in metrics dashboards"],"best_for":["security-conscious teams who need to track and prioritize vulnerabilities","teams with SLA requirements for issue remediation","developers integrating issue data into dashboards or reporting systems"],"limitations":["Severity levels are predefined by SonarSource rules — no custom severity configuration in standalone mode","Categorization is rule-based and may not align with team-specific risk models","No filtering or sorting by severity in the Problems panel documented","Severity customization requires SonarQube Server/Cloud connection"],"requires":["VS Code (minimum version unknown)","Detected issue with assigned severity"],"input_types":["detected issue (rule ID, code pattern)"],"output_types":["severity level (blocker, critical, major, minor, info)","issue category (security, quality, maintainability)","structured metadata in Problems panel"],"categories":["safety-moderation","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-sonarsource-sonarlint-vscode__cap_5","uri":"capability://safety.moderation.secret.detection.and.credential.scanning","name":"secret detection and credential scanning","description":"Detects hardcoded secrets, API keys, passwords, and other sensitive credentials in source code. The capability is mentioned in documentation but implementation details are unknown — scope, detection patterns, and false-positive rates are not documented. Detected secrets are flagged as security issues in the editor.","intents":["I want to prevent accidental commits of API keys or database passwords","I need to scan my codebase for exposed credentials before pushing to version control","I want to enforce a policy that secrets are never hardcoded"],"best_for":["teams with security policies prohibiting hardcoded secrets","developers working with sensitive credentials (API keys, database passwords, tokens)","organizations subject to compliance requirements (PCI-DSS, HIPAA, SOC 2)"],"limitations":["Detection scope unknown — unclear which secret types are detected (API keys, passwords, tokens, etc.)","Detection patterns unknown — may have high false-positive or false-negative rates","No documentation of how to exclude false positives or configure detection rules","Unclear if secret detection is available in standalone mode or requires Connected Mode","No integration with secret management tools (e.g., HashiCorp Vault, AWS Secrets Manager) documented"],"requires":["VS Code (minimum version unknown)","Source code containing potential secrets"],"input_types":["source code files (all supported languages)"],"output_types":["security issue flagged in editor (secret type, location, severity)"],"categories":["safety-moderation","security"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-sonarsource-sonarlint-vscode__cap_6","uri":"capability://memory.knowledge.connected.mode.unified.team.rulesets.and.project.configuration.synchronization","name":"connected mode: unified team rulesets and project configuration synchronization","description":"Enables optional connection to SonarQube Server (self-hosted) or SonarQube Cloud (managed) to synchronize project-specific rulesets, quality gates, and configuration across a team. When Connected Mode is enabled, the extension downloads and applies the team's shared ruleset instead of using default rules, ensuring consistent analysis across all developers. Configuration is managed centrally in SonarQube, eliminating the need for per-developer configuration files.","intents":["I want my team to follow the same coding standards without each developer configuring rules locally","I need to enforce organization-wide quality gates and security policies","I want to manage rule configuration centrally and have changes apply to all developers automatically"],"best_for":["teams with 3+ developers who need consistent standards","organizations with centralized security or compliance policies","teams using SonarQube Server or Cloud for CI/CD integration"],"limitations":["Requires SonarQube Server (self-hosted) or SonarQube Cloud account — adds infrastructure/cost dependency","Authentication mechanism unknown — unclear if API key, OAuth, or other method is used","Synchronization frequency unknown — unclear if rules are fetched on startup, periodically, or on-demand","Offline mode behavior unknown — unclear if analysis continues if connection to server is lost","Configuration schema and customization options unknown"],"requires":["VS Code (minimum version unknown)","SonarQube Server (self-hosted) or SonarQube Cloud account (free tier available)","Network connectivity to SonarQube instance","API key or authentication credentials for SonarQube"],"input_types":["SonarQube project configuration (ruleset, quality gates, settings)"],"output_types":["synchronized ruleset applied to local analysis","consistent issue detection across team"],"categories":["memory-knowledge","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-sonarsource-sonarlint-vscode__cap_7","uri":"capability://code.generation.editing.connected.mode.extended.language.support.and.advanced.security.analysis","name":"connected mode: extended language support and advanced security analysis","description":"Unlocks analysis for additional languages (COBOL, Apex, T-SQL, Ansible) and enables 'deeply hidden security issues' detection that is not available in standalone mode. The extension claims that Connected Mode provides deeper security analysis, implying that standalone mode has reduced security detection depth. Implementation details of the advanced security analysis are unknown.","intents":["I need to analyze legacy languages (COBOL, Apex, T-SQL) that aren't supported in standalone mode","I want to detect complex security vulnerabilities that require cross-file or cross-module analysis","I need to meet compliance requirements that mandate advanced security scanning"],"best_for":["teams using legacy languages (COBOL, Apex, T-SQL) or infrastructure-as-code (Ansible)","organizations with strict security requirements","teams already using SonarQube Server or Cloud for CI/CD"],"limitations":["Requires SonarQube Server or Cloud connection — not available in standalone mode","Advanced security analysis details unknown — unclear what 'deeply hidden' issues means or how they are detected","Performance impact of advanced analysis unknown","Availability of advanced analysis for all languages unknown","No documentation of which security issues require Connected Mode"],"requires":["VS Code (minimum version unknown)","SonarQube Server (self-hosted) or SonarQube Cloud account","Network connectivity to SonarQube instance","API key or authentication credentials for SonarQube"],"input_types":["source code in COBOL, Apex, T-SQL, Ansible, or other supported languages"],"output_types":["detected issues including advanced security vulnerabilities","inline annotations and Problems panel entries"],"categories":["code-generation-editing","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-sonarsource-sonarlint-vscode__cap_8","uri":"capability://code.generation.editing.analysis.of.ai.generated.code.with.issue.detection","name":"analysis of ai-generated code with issue detection","description":"Explicitly supports analysis of code generated by AI models (e.g., GitHub Copilot, ChatGPT) to detect quality and security issues in AI-generated code. The extension can identify issues in AI-generated code that developers may not catch manually, helping teams maintain code quality standards even when using AI coding assistants. Implementation details of AI-generated code detection are unknown.","intents":["I use GitHub Copilot or ChatGPT to generate code and want to ensure it meets quality standards","I need to audit AI-generated code for security vulnerabilities before merging","I want to enforce code quality policies on AI-generated code the same way as hand-written code"],"best_for":["teams using AI coding assistants (Copilot, ChatGPT, etc.) in their workflow","organizations with security policies that require auditing all code, including AI-generated","developers who want to learn from AI-generated code by understanding its issues"],"limitations":["Detection mechanism for AI-generated code unknown — unclear how extension identifies AI-generated vs. hand-written code","No special handling or different rules for AI-generated code documented","Unclear if all issue types are detected in AI-generated code or only a subset","No integration with AI coding assistants (e.g., Copilot) documented"],"requires":["VS Code (minimum version unknown)","Code generated by AI model (detection mechanism unknown)"],"input_types":["source code (AI-generated or hand-written)"],"output_types":["detected issues in code (same as standard analysis)"],"categories":["code-generation-editing","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-sonarsource-sonarlint-vscode__cap_9","uri":"capability://code.generation.editing.multi.language.static.analysis.with.language.specific.rule.engines","name":"multi-language static analysis with language-specific rule engines","description":"Provides language-specific static analysis engines for 10+ programming languages and infrastructure-as-code formats (JavaScript/TypeScript, Python, Java, C#, C/C++, Go, PHP, HTML, CSS, Kubernetes, Docker, PL/SQL). Each language has its own rule engine optimized for language-specific patterns and idioms. Analysis is performed locally in standalone mode, with optional server-side analysis in Connected Mode for extended language support.","intents":["I work in a polyglot codebase and need consistent issue detection across multiple languages","I want language-specific rules that understand my language's idioms and best practices","I need to analyze infrastructure-as-code (Kubernetes, Docker) for configuration issues"],"best_for":["polyglot teams using multiple programming languages","teams managing infrastructure-as-code and application code together","organizations with diverse tech stacks"],"limitations":["Language support varies between standalone and Connected Mode — some languages (COBOL, Apex, T-SQL, Ansible) require server connection","Rule coverage and depth may vary by language — no documentation of rule count or coverage by language","Performance impact unknown for large polyglot projects","No documentation of how to prioritize analysis for specific languages"],"requires":["VS Code (minimum version unknown)","Source code in one of the supported languages"],"input_types":["source code files (JavaScript, TypeScript, Python, Java, C#, C/C++, Go, PHP, HTML, CSS, Kubernetes manifests, Docker files, PL/SQL)"],"output_types":["detected issues with language-specific rule IDs and descriptions","inline annotations and Problems panel entries"],"categories":["code-generation-editing","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-sonarsource-sonarlint-vscode__headline","uri":"capability://code.generation.editing.ai.powered.static.code.analysis.extension.for.visual.studio.code","name":"ai-powered static code analysis extension for visual studio code","description":"SonarQube for IDE is an AI-driven extension that enhances code quality and security in Visual Studio Code by providing real-time static analysis and suggestions for fixing coding issues across multiple programming languages.","intents":["best AI code quality tool","static code analysis for JavaScript","real-time coding issue fixer for VS Code","top extensions for code security","SonarQube integration for IDE"],"best_for":["developers seeking to improve code quality","teams using SonarQube for collaboration"],"limitations":[],"requires":["Visual Studio Code"],"input_types":["source code"],"output_types":["code quality reports","fix suggestions"],"categories":["code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":57,"verified":false,"data_access_risk":"high","permissions":["VS Code (minimum version unknown)","One of: JavaScript/TypeScript, Python, Java, C#, C/C++, Go, PHP, HTML, CSS, Kubernetes, Docker, or PL/SQL","Detected issue with an available QuickFix action","Git or other SCM (implicit requirement)","Optional: SonarQube Cloud account (free tier available) or SonarQube Server (self-hosted)","Detected issue with AI CodeFix support (specific issues unknown)","Unknown: API key, cloud account, or local model configuration","Detected issue with documentation","Detected issue with assigned severity","Source code containing potential secrets"],"failure_modes":["Analysis is per-file or limited scope; 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