{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"vscode-codium-codium","slug":"qodo-ai-code-review","name":"Qodo: AI Code Review","type":"extension","url":"https://marketplace.visualstudio.com/items?itemName=Codium.codium","page_url":"https://unfragile.ai/qodo-ai-code-review","categories":["code-review-security","testing-quality"],"tags":["ai code helper","ai code review","ai for coding","ai pr review","ai testing","automated code review","azure devops code review","bitbucket pull request","c","c#","c++","code analysis","code quality","developer productivity","enforce coding standards","github code review","github pull request","go","java","java code review","javascript","keybindings","multi repository code review","php","pull request review","python","qodo","ruby","static code analysis","test automation","typescript"],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"vscode-codium-codium__cap_0","uri":"capability://code.generation.editing.local.codebase.aware.bug.detection.and.issue.analysis","name":"local-codebase-aware bug detection and issue analysis","description":"Analyzes uncommitted code changes in the local workspace against the full project codebase context to identify bugs, code quality violations, and architectural issues before commit. Uses multi-file context awareness to detect breaking changes, dependency conflicts, and violations of organization-specific coding standards by analyzing diffs and comparing against the broader codebase structure.","intents":["I want to catch bugs in my code changes before I commit them","I need to know if my changes break existing functionality or violate team standards","I want to understand what issues exist in my modified code and why they matter","I need to ensure my code follows our organization's governance rules"],"best_for":["individual developers doing pre-commit self-review","teams enforcing consistent code quality standards","organizations with custom governance and security rules"],"limitations":["Requires code to be in VSCode workspace — cannot analyze code outside the editor","Analysis latency and accuracy depend on codebase size and complexity; very large monorepos may experience slower analysis","Code snippets are transmitted to Qodo servers by default; no documented fully offline mode","Multi-repo context analysis scope is not documented — unclear if it can analyze cross-repo dependencies"],"requires":["Visual Studio Code (minimum version not specified in documentation)","Qodo extension installed from VSCode Marketplace","Active internet connection for cloud-based analysis","Qodo account (free tier available)"],"input_types":["source code (uncommitted changes in workspace)","git diff or file modifications","project configuration files (implicit)"],"output_types":["structured issue list with severity levels","issue descriptions and explanations","suggested fixes or remediation steps"],"categories":["code-generation-editing","static-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-codium-codium__cap_1","uri":"capability://code.generation.editing.one.click.automated.issue.remediation","name":"one-click automated issue remediation","description":"Generates and applies automated fixes for identified code issues directly in the editor with a single user action. The system analyzes each detected issue, generates contextually appropriate fixes using AI, and applies them to the source code in-place, allowing developers to accept or reject individual fixes.","intents":["I want to automatically fix code issues without manually editing each one","I need to resolve detected problems quickly before committing","I want to see what the fix looks like before applying it"],"best_for":["developers working under time pressure who need rapid issue resolution","teams standardizing code style and quality across projects","developers new to a codebase learning organization-specific patterns"],"limitations":["Fix quality depends on AI model accuracy — complex refactorings may require manual review","No documented rollback mechanism if applied fixes introduce new issues","Fixes are applied to local files only; requires manual commit/push","Unclear whether fixes respect language-specific idioms and best practices for all supported languages"],"requires":["Visual Studio Code with Qodo extension installed","Detected issues from the bug detection capability","Write permissions on workspace files"],"input_types":["identified code issues with fix suggestions"],"output_types":["modified source code with fixes applied","before/after diff view (implied)"],"categories":["code-generation-editing","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-codium-codium__cap_10","uri":"capability://memory.knowledge.cloud.based.code.analysis.with.optional.data.sharing.controls","name":"cloud-based code analysis with optional data sharing controls","description":"Performs code analysis using cloud-based AI models and processing infrastructure, with explicit user controls for data transmission. Code snippets are sent to Qodo servers for analysis by default, but users can disable data sharing via extension settings. Analysis results are returned to the editor for local display and action.","intents":["I want AI-powered code review without running models locally","I need to control whether my code is sent to external servers","I want to use Qodo's cloud analysis but with privacy controls"],"best_for":["developers who prefer cloud-based AI analysis over local models","organizations with privacy concerns who want to disable data transmission","teams without local GPU resources for running large AI models"],"limitations":["Cloud analysis requires internet connection — no fully offline mode documented","Data transmission to Qodo servers is the default behavior — requires explicit opt-out","No documented encryption or data retention policies","Analysis latency depends on network conditions and Qodo server load","No option to use alternative cloud providers (e.g., AWS, Azure) documented"],"requires":["Visual Studio Code with Qodo extension","Active internet connection","Qodo account"],"input_types":["source code from workspace"],"output_types":["analysis results from cloud AI models"],"categories":["memory-knowledge","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-codium-codium__cap_11","uri":"capability://tool.use.integration.pull.request.and.code.review.platform.integration","name":"pull request and code review platform integration","description":"Integrates with external code review platforms (GitHub, Azure DevOps, Bitbucket) to enable AI code review within existing PR workflows. 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Free tier allows individual developers to use core capabilities without cost, while teams and enterprises can upgrade for additional functionality.","intents":["I want to try AI code review without paying upfront","I need advanced features for my team and am willing to pay","I want to understand what features are available at each pricing tier"],"best_for":["individual developers evaluating code review tools","small teams with limited budgets","enterprises needing advanced features and support"],"limitations":["Specific features included in free vs paid tiers are not documented","Pricing details and cost are not provided in available documentation","Free tier usage limits (e.g., analyses per month, code size limits) are not documented","Upgrade path and feature comparison are not detailed"],"requires":["Qodo account (free or paid)","Visual Studio Code with Qodo extension"],"input_types":["subscription tier selection"],"output_types":["access to tier-specific features"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-codium-codium__cap_2","uri":"capability://code.generation.editing.ai.powered.test.generation.for.code.changes","name":"ai-powered test generation for code changes","description":"Automatically generates unit tests for modified code by analyzing the changed functions, methods, and logic paths. The system understands the code's intent, edge cases, and dependencies to create relevant test cases that cover the modified functionality, reducing manual test writing effort.","intents":["I want to generate tests for the code I just changed without writing them manually","I need test coverage for my modifications before committing","I want tests that cover edge cases and error conditions in my code"],"best_for":["developers working in test-driven or test-heavy environments","teams with strict code coverage requirements","projects where manual test writing is a bottleneck"],"limitations":["Generated tests may not cover all edge cases or business logic nuances — requires developer review","Test quality depends on code clarity and AI model understanding of intent","No documented support for specific testing frameworks — unclear which test runners are supported","Cannot generate integration or end-to-end tests; limited to unit test generation"],"requires":["Visual Studio Code with Qodo extension","Code changes in the workspace","Supported testing framework (specific frameworks not documented)"],"input_types":["modified source code","function/method signatures and implementations"],"output_types":["test code (unit tests in target language)","test cases with assertions"],"categories":["code-generation-editing","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-codium-codium__cap_3","uri":"capability://text.generation.language.code.change.explanation.and.impact.analysis","name":"code change explanation and impact analysis","description":"Provides natural language explanations of what code changes do, why they were made, and what their potential impact is on the broader system. Analyzes modified code against the codebase context to identify affected components, downstream dependencies, and architectural implications of the changes.","intents":["I want to understand what my code changes actually do in plain language","I need to know what parts of the system my changes might affect","I want to document the intent and impact of my modifications for code review"],"best_for":["developers reviewing their own code before submitting for peer review","teams with complex codebases where change impact is non-obvious","developers onboarding to unfamiliar code and learning system architecture"],"limitations":["Explanations are AI-generated and may be inaccurate or incomplete for complex logic","Impact analysis depends on codebase indexing completeness — may miss indirect dependencies","No documented ability to trace runtime behavior or data flow across async/concurrent code","Explanations are text-only; no visual dependency graphs or architecture diagrams"],"requires":["Visual Studio Code with Qodo extension","Code changes in the workspace","Indexed codebase context"],"input_types":["modified source code","git diff or file changes"],"output_types":["natural language explanation of changes","impact analysis (affected components, dependencies)","risk assessment (implied)"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-codium-codium__cap_4","uri":"capability://safety.moderation.organization.specific.governance.rule.enforcement","name":"organization-specific governance rule enforcement","description":"Applies custom, organization-defined coding standards and governance rules to code analysis and issue detection. Rules can be defined, configured, and shared across teams as configuration files, enabling consistent enforcement of security policies, architectural patterns, and coding conventions specific to the organization.","intents":["I want to enforce our team's custom coding standards automatically","I need to ensure code follows our security and compliance policies","I want to share standardized rules across multiple projects and teams"],"best_for":["enterprises with custom governance and compliance requirements","organizations with established architectural patterns to enforce","teams standardizing code quality across multiple projects"],"limitations":["Rule definition format and schema are not documented — unclear how to create custom rules","No documented UI for rule creation; may require manual file editing","Scope of rule types is unclear — unknown what kinds of rules can be enforced (style, security, architecture, etc.)","No documented version control or rule change tracking"],"requires":["Visual Studio Code with Qodo extension","Qodo account with organization/team setup","Custom rules defined (format not documented)"],"input_types":["rule definitions (format unknown)","source code to analyze against rules"],"output_types":["rule violation reports","compliance status"],"categories":["safety-moderation","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-codium-codium__cap_5","uri":"capability://code.generation.editing.multi.language.code.analysis.and.review","name":"multi-language code analysis and review","description":"Analyzes and reviews code across multiple programming languages (C, C++, C#, Go, Java, JavaScript, PHP, Python, Ruby, TypeScript) using a unified AI-driven analysis engine. The system understands language-specific idioms, patterns, and best practices for each supported language, enabling consistent code quality enforcement across polyglot codebases.","intents":["I want to review code in multiple languages with consistent quality standards","I need to ensure code follows language-specific best practices","I want to catch language-specific bugs and anti-patterns"],"best_for":["organizations with polyglot codebases (multiple languages)","teams maintaining libraries or frameworks used across different languages","developers working across frontend and backend code in different languages"],"limitations":["Analysis quality may vary across languages — some languages may have better coverage than others","No documented support for domain-specific languages (DSLs) or less common languages","Language-specific features (e.g., async/await, generics) may not be fully understood by the AI model","Mixed-language files or polyglot code patterns are not documented as supported"],"requires":["Visual Studio Code with Qodo extension","Code files in supported languages"],"input_types":["source code in C, C++, C#, Go, Java, JavaScript, PHP, Python, Ruby, TypeScript"],"output_types":["language-specific issue reports","best practice recommendations"],"categories":["code-generation-editing","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-codium-codium__cap_6","uri":"capability://tool.use.integration.vscode.sidebar.integration.with.inline.issue.decoration","name":"vscode sidebar integration with inline issue decoration","description":"Integrates code review findings directly into the VSCode editor through sidebar panels and inline code decorations (gutter icons, underlines, hover tooltips). Issues are displayed contextually where they occur in the code, with quick-access actions for viewing details, applying fixes, and navigating between issues.","intents":["I want to see code issues highlighted directly in my editor as I work","I need quick access to issue details and fixes without leaving the editor","I want to navigate between issues efficiently while reviewing my code"],"best_for":["developers who prefer in-editor feedback over separate review tools","teams using VSCode as their primary development environment","developers who want real-time feedback on code quality"],"limitations":["Integration pattern is not fully documented — unclear if it uses VSCode's native review UI or custom webviews","Keybindings and command palette commands are not documented","Performance impact on VSCode responsiveness during large-scale analysis is not documented","No documented support for split-view or multi-file comparison"],"requires":["Visual Studio Code (minimum version not specified)","Qodo extension installed","Code analysis results from the bug detection capability"],"input_types":["code issues and fix suggestions"],"output_types":["inline editor decorations (gutter icons, underlines)","sidebar panel with issue list","hover tooltips with issue details"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-codium-codium__cap_7","uri":"capability://text.generation.language.ai.driven.code.review.persona.modes.ask.code.plan","name":"ai-driven code review persona modes (ask, code, plan)","description":"Provides multiple interaction modes that adapt the AI's review behavior and communication style to different developer needs. Ask Mode enables conversational Q&A about code, Code Mode focuses on code generation and refactoring suggestions, and Plan Mode helps with architectural planning and decomposition. Each mode maintains multi-turn conversation state and can be customized with organization-specific instructions.","intents":["I want to ask questions about my code and get conversational answers","I need help refactoring or improving specific code sections","I want to plan architectural changes or decompose complex tasks"],"best_for":["developers who prefer conversational interaction with AI tools","teams with different review needs (questions, refactoring, planning)","organizations wanting to customize AI behavior per team or project"],"limitations":["Mode selection and activation mechanism is not documented","Customization options for each mode are not detailed","No documented ability to create custom modes beyond the three provided","Multi-turn conversation state persistence is not documented — unclear if state survives VSCode restarts"],"requires":["Visual Studio Code with Qodo extension","Qodo account","Internet connection for cloud-based AI processing"],"input_types":["natural language questions or prompts","code snippets or file selections"],"output_types":["conversational responses","code suggestions or refactorings","architectural recommendations"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-codium-codium__cap_8","uri":"capability://automation.workflow.reusable.workflow.automation.for.repetitive.code.tasks","name":"reusable workflow automation for repetitive code tasks","description":"Defines single-task, stateless AI agents (Workflows) that automate repetitive code maintenance and generation tasks such as documentation generation, test fixing, and code maintenance. Workflows are configured as `.toml` files, can be shared across teams, and execute specific code transformation tasks without requiring multi-turn interaction.","intents":["I want to automate repetitive code tasks like generating documentation","I need to fix failing tests across multiple files automatically","I want to share standardized code maintenance procedures across my team"],"best_for":["teams with repetitive code maintenance tasks","organizations wanting to standardize code generation procedures","developers automating routine code transformations"],"limitations":["Workflow definition format and schema are not documented","No documented UI for workflow creation — likely requires manual `.toml` file editing","Workflows are stateless — cannot maintain context across multiple executions","Scope of supported workflow types is unclear — unknown what tasks can be automated"],"requires":["Visual Studio Code with Qodo extension","Workflow definition file (`.toml` format)","Qodo account for sharing workflows"],"input_types":["workflow definition (`.toml` file)","source code to process"],"output_types":["transformed code","generated documentation or tests"],"categories":["automation-workflow","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-codium-codium__cap_9","uri":"capability://tool.use.integration.mcp.model.context.protocol.tool.integration.for.multi.step.operations","name":"mcp (model context protocol) tool integration for multi-step operations","description":"Integrates with the Model Context Protocol (MCP) to enable AI agents (both Modes and Workflows) to call external tools and APIs as part of multi-step code review and automation operations. Allows AI to orchestrate complex tasks by composing multiple tool calls with shared context, enabling scenarios like 'analyze code, generate tests, and run linter' in a single workflow.","intents":["I want AI to call external tools as part of code review (e.g., linters, formatters)","I need multi-step automation that combines code analysis with tool execution","I want to extend Qodo's capabilities by integrating custom tools"],"best_for":["teams with complex code review workflows requiring multiple tools","organizations wanting to integrate Qodo with existing development tools","developers building custom code automation workflows"],"limitations":["MCP integration details are not documented — unclear which tools are pre-integrated","No documented mechanism for defining custom MCP tools","Tool call orchestration and error handling are not documented","Security implications of tool access are not detailed"],"requires":["Visual Studio Code with Qodo extension","MCP-compatible tools or services","Workflow or Mode definition that includes tool calls"],"input_types":["tool definitions (MCP format)","code and context for tool execution"],"output_types":["tool execution results","combined analysis from multiple tools"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":54,"verified":false,"data_access_risk":"high","permissions":["Visual Studio Code (minimum version not specified in documentation)","Qodo extension installed from VSCode Marketplace","Active internet connection for cloud-based analysis","Qodo account (free tier available)","Visual Studio Code with Qodo extension installed","Detected issues from the bug detection capability","Write permissions on workspace files","Visual Studio Code with Qodo extension","Active internet connection","Qodo account"],"failure_modes":["Requires code to be in VSCode workspace — cannot analyze code outside the editor","Analysis latency and accuracy depend on codebase size and complexity; very large monorepos may experience slower analysis","Code snippets are transmitted to Qodo servers by default; no documented fully offline mode","Multi-repo context analysis scope is not documented — unclear if it can analyze cross-repo dependencies","Fix quality depends on AI model accuracy — complex refactorings may require manual review","No documented rollback mechanism if applied fixes introduce new issues","Fixes are applied to local files only; requires manual commit/push","Unclear whether fixes respect language-specific idioms and best practices for all supported languages","Cloud analysis requires internet connection — no fully offline mode documented","Data transmission to Qodo servers is the default behavior — requires explicit opt-out","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.78,"quality":0.5,"ecosystem":0.45,"match_graph":0.25,"freshness":0.75,"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":"2026-05-24T12:16:34.118Z","last_scraped_at":"2026-05-03T15:20:29.937Z","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=qodo-ai-code-review","compare_url":"https://unfragile.ai/compare?artifact=qodo-ai-code-review"}},"signature":"0AC8Ai+gBNtC2aeqs/z+jPjpaDcJ9KF/4dSv3vew6Uj9Jd3fxrE6yPDjQ5tdFnao8ToFskyAq36S8U5gjJbTAQ==","signedAt":"2026-06-21T07:48:17.890Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/qodo-ai-code-review","artifact":"https://unfragile.ai/qodo-ai-code-review","verify":"https://unfragile.ai/api/v1/verify?slug=qodo-ai-code-review","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"}}