{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"codiumate-qodo-gen","slug":"codiumate-qodo-gen","name":"Codiumate (Qodo Gen)","type":"extension","url":"https://marketplace.visualstudio.com/items?itemName=Codium.codium","page_url":"https://unfragile.ai/codiumate-qodo-gen","categories":["testing-quality"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"codiumate-qodo-gen__cap_0","uri":"capability://code.generation.editing.ai.powered.test.suite.generation.from.code.changes","name":"ai-powered test suite generation from code changes","description":"Analyzes code modifications in the editor and automatically generates comprehensive test suites covering normal cases, edge cases, and error conditions. The system parses the AST of changed code, identifies function signatures and control flow paths, then uses an LLM to synthesize test cases that achieve high coverage. Tests are generated in the native test framework detected in the project (Jest, pytest, etc.) and inserted directly into test files or presented for review.","intents":["I want to generate unit tests for my code changes without manually writing test cases","I need to ensure my code changes have adequate test coverage before committing","I want to discover edge cases and error conditions I might have missed in my implementation"],"best_for":["developers working in test-driven or coverage-focused teams","solo developers who find test writing tedious and want to accelerate the feedback loop","teams with strict code coverage requirements (>80%) who need automated test generation"],"limitations":["Test generation quality depends on code clarity — poorly named functions or complex logic may produce less useful tests","Generated tests may include false positives or redundant cases requiring manual review and curation","Limited to detecting test cases from code structure alone; business logic intent must be inferred from code context","No built-in integration with CI/CD pipelines — tests are generated locally and must be manually committed"],"requires":["Visual Studio Code 1.50+ (assumed minimum, not explicitly documented)","Active internet connection to Qodo servers for LLM inference","Supported test framework in project (Jest, pytest, Mocha, JUnit, etc.)","Code written in supported language (JavaScript, TypeScript, Python, Java, C#, Go, Rust — inferred from marketplace description)"],"input_types":["source code (staged changes or selected code block)","test framework configuration (package.json, pytest.ini, etc.)","existing test files (for context and style matching)"],"output_types":["test code (in native test framework syntax)","test case descriptions (human-readable intent)","coverage metrics (estimated coverage of generated tests)"],"categories":["code-generation-editing","testing-quality"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"codiumate-qodo-gen__cap_1","uri":"capability://safety.moderation.real.time.code.quality.analysis.and.bug.detection.during.editing","name":"real-time code quality analysis and bug detection during editing","description":"Continuously monitors code as you type in the editor, identifying bugs, code smells, standard violations, and architectural issues without requiring explicit invocation. The extension sends code snippets to Qodo servers where an LLM analyzes them against configurable organization rules, security standards, and best practices. Issues are surfaced as inline annotations in the editor with severity levels and actionable feedback.","intents":["I want to catch bugs and code quality issues before I commit or push to review","I need to enforce team coding standards and architectural patterns in real-time","I want to understand why my code violates standards and how to fix it"],"best_for":["teams with strict code quality gates and governance requirements","organizations that want to shift code review left into the development phase","developers working on large codebases where architectural violations are common"],"limitations":["Real-time analysis latency is unknown — may introduce perceptible delays in fast-typing scenarios","All code snippets are transmitted to Qodo servers by default; opt-out requires explicit configuration","Analysis accuracy depends on organization rules being properly configured — generic rules may produce false positives","Cannot detect issues that require runtime context (e.g., null pointer exceptions in specific execution paths)","No offline mode — requires active internet connection to Qodo API"],"requires":["Visual Studio Code 1.50+ (assumed minimum)","Active internet connection to Qodo servers","Organization rules configured (optional but recommended for accuracy)","Code written in supported language"],"input_types":["source code (current file being edited)","organization rules (.toml format, optional)","codebase context (multi-repo indexing)"],"output_types":["inline annotations (severity, issue type, location)","issue descriptions (human-readable explanation)","suggested fixes (code snippets or refactoring guidance)"],"categories":["safety-moderation","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"codiumate-qodo-gen__cap_10","uri":"capability://text.generation.language.code.explanation.and.change.documentation.generation","name":"code explanation and change documentation generation","description":"Analyzes code changes and generates human-readable explanations of what changed, why it changed, and what impact the changes have. Explanations are generated at multiple levels of detail (summary, detailed, architectural) and can be used for commit messages, pull request descriptions, or documentation. The system understands code intent and architectural context to produce meaningful explanations rather than just summarizing syntax changes.","intents":["I want to generate clear commit messages that explain my code changes","I need to document the impact of my changes for code review","I want to understand what changed in a code diff at a high level"],"best_for":["developers who struggle with writing clear commit messages","teams that want to improve code review documentation","organizations that need to maintain clear change history"],"limitations":["Explanation quality depends on code clarity — poorly written code may produce unclear explanations","Explanations may miss business logic intent if not evident from code","No integration with git — explanations must be manually copied to commit messages"],"requires":["Visual Studio Code 1.50+","Active internet connection to Qodo servers","Code changes (diffs or staged changes)"],"input_types":["code changes (diffs)","codebase context (for understanding impact)"],"output_types":["change summary (1-2 sentences)","detailed explanation (paragraph-level)","architectural impact analysis"],"categories":["text-generation-language","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"codiumate-qodo-gen__cap_11","uri":"capability://safety.moderation.data.transmission.control.with.opt.out.capability","name":"data transmission control with opt-out capability","description":"By default, code snippets are transmitted to Qodo servers for LLM analysis. Developers can opt out of data transmission through configuration settings on the data sharing page. The extension provides transparency about what data is transmitted and allows fine-grained control over data sharing preferences. Opt-out configuration persists across sessions and applies to all analysis operations.","intents":["I want to control whether my code is sent to external servers","I need to comply with data residency or privacy requirements","I want to understand what data Codiumate collects"],"best_for":["organizations with strict data privacy or residency requirements","developers working on sensitive or proprietary code","teams that need to comply with regulations like GDPR or HIPAA"],"limitations":["Opt-out disables all cloud-based analysis — local-only analysis is not available","No offline mode — extension requires internet connection even with opt-out enabled","Opt-out configuration mechanism is not documented — unclear how to configure","Data transmission scope is not fully documented — unclear if all code or only diffs are transmitted"],"requires":["Visual Studio Code 1.50+","Access to data sharing configuration page"],"input_types":["opt-out preference (enabled/disabled)"],"output_types":["configuration confirmation"],"categories":["safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"codiumate-qodo-gen__cap_2","uri":"capability://code.generation.editing.1.click.automated.code.issue.resolution.with.suggested.fixes","name":"1-click automated code issue resolution with suggested fixes","description":"When code quality issues or bugs are detected, the extension provides one-click fixes that automatically refactor or patch the problematic code. The LLM generates context-aware fixes that respect the existing code style, naming conventions, and architectural patterns. Fixes are applied directly to the editor buffer and can be undone with standard undo commands.","intents":["I want to fix code quality issues without manually rewriting code","I need to resolve violations of team standards quickly during development","I want to apply suggested refactorings without understanding the underlying issue"],"best_for":["developers working under tight deadlines who need fast issue resolution","teams with high code quality standards who want to automate routine fixes","junior developers who want to learn best practices through automated corrections"],"limitations":["Automated fixes may not be semantically correct for complex logic — manual review is recommended","Fix quality depends on code clarity and context — ambiguous code may receive incorrect fixes","Cannot fix issues that require architectural changes or multi-file refactoring","No rollback mechanism beyond standard undo — applying multiple fixes in sequence may create conflicts"],"requires":["Visual Studio Code 1.50+","Active internet connection to Qodo servers","Code issue detected by real-time analysis"],"input_types":["detected code issue (location, type, severity)","source code context (surrounding lines for semantic understanding)"],"output_types":["refactored code (applied directly to editor buffer)","fix explanation (human-readable description of changes)"],"categories":["code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"codiumate-qodo-gen__cap_3","uri":"capability://code.generation.editing.multi.repo.codebase.aware.code.review.with.breaking.change.detection","name":"multi-repo codebase-aware code review with breaking change detection","description":"Performs comprehensive code review by analyzing code changes against the context of the entire codebase, including multiple repositories and dependencies. The system detects breaking changes, dependency conflicts, and architecture-level issues by understanding how modified code impacts other modules, services, and teams. Reviews are prioritized and actionable, highlighting high-risk changes and suggesting mitigation strategies.","intents":["I want to understand how my code changes impact the broader system and other teams","I need to detect breaking changes before they cause production incidents","I want to identify dependency conflicts and architectural violations early in development"],"best_for":["teams working on microservices or modular architectures with multiple repositories","organizations with strict API stability requirements","large teams where code changes frequently impact multiple services"],"limitations":["Breaking change detection accuracy depends on codebase being properly indexed — incomplete indexing may miss impacts","Cannot detect runtime breaking changes that only manifest under specific conditions","Review latency is unknown — may be slow for very large codebases (100k+ files)","Requires explicit codebase context configuration — default behavior may not include all relevant repositories"],"requires":["Visual Studio Code 1.50+","Active internet connection to Qodo servers","Multiple repositories indexed in Qodo platform (requires setup)","Dependency metadata available (package.json, requirements.txt, go.mod, etc.)"],"input_types":["code changes (diffs or staged changes)","codebase index (multi-repo dependency graph)","API contracts and interfaces (inferred from code)"],"output_types":["review feedback (prioritized, actionable issues)","breaking change alerts (with impact analysis)","dependency conflict warnings (with resolution suggestions)","architecture violation flags"],"categories":["code-generation-editing","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"codiumate-qodo-gen__cap_4","uri":"capability://text.generation.language.ask.mode.quick.contextual.answers.with.minimal.tool.usage","name":"ask mode: quick contextual answers with minimal tool usage","description":"Provides a lightweight chat interface where developers can ask questions about code, architecture, or best practices. Ask Mode uses minimal tool invocation and focuses on direct LLM responses without executing code or accessing external APIs. Useful for quick clarifications, explanations, and guidance without the overhead of full-featured analysis.","intents":["I want a quick answer to a coding question without running full analysis","I need to understand how a piece of code works or why it's structured a certain way","I want guidance on best practices or architectural decisions"],"best_for":["developers who want quick answers during coding sessions","teams using Codiumate for knowledge sharing and documentation","developers learning new codebases who need explanations"],"limitations":["Limited to LLM knowledge — cannot access real-time data or execute code","Answers may be generic or inaccurate if codebase context is not provided","No tool integration — cannot fetch data from external APIs or run commands"],"requires":["Visual Studio Code 1.50+","Active internet connection to Qodo servers"],"input_types":["natural language question","optional code snippet for context"],"output_types":["natural language response","code examples (optional)"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"codiumate-qodo-gen__cap_5","uri":"capability://code.generation.editing.code.mode.full.featured.coding.assistant.with.tool.access.and.multi.step.reasoning","name":"code mode: full-featured coding assistant with tool access and multi-step reasoning","description":"Provides a comprehensive coding assistant that can access tools, execute multi-step reasoning, and perform complex code transformations. Code Mode integrates with MCP (Model Context Protocol) tools to fetch data, run commands, and orchestrate workflows. Useful for complex refactoring, architecture design, and multi-file code generation tasks.","intents":["I want to refactor multiple files in a coordinated way","I need to generate code that depends on external data or APIs","I want to perform complex code transformations that require multi-step reasoning"],"best_for":["developers performing large-scale refactoring or architecture redesigns","teams building complex features that span multiple files and modules","developers who need to integrate external data or APIs into code generation"],"limitations":["Tool availability depends on MCP tools configured in the environment — not all tools may be available","Multi-step reasoning adds latency — responses may be slower than Ask Mode","Tool execution errors may propagate through the reasoning chain, requiring manual intervention","No built-in error recovery — failed tool calls may require manual retry"],"requires":["Visual Studio Code 1.50+","Active internet connection to Qodo servers","MCP tools configured and available in the environment","Appropriate permissions to execute tools (file system access, API keys, etc.)"],"input_types":["natural language request","code context (current file, selected code block)","tool specifications (MCP tool definitions)"],"output_types":["generated code (single or multiple files)","refactored code (with explanations)","tool execution results (data, logs, etc.)"],"categories":["code-generation-editing","tool-use-integration","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"codiumate-qodo-gen__cap_6","uri":"capability://planning.reasoning.plan.mode.high.level.architectural.reasoning.and.design.decisions","name":"plan mode: high-level architectural reasoning and design decisions","description":"Provides a specialized mode for high-level architectural thinking, design decisions, and system planning. Plan Mode uses extended reasoning to analyze architectural trade-offs, suggest design patterns, and evaluate system-level implications of code changes. Useful for architecture reviews, design discussions, and strategic code decisions.","intents":["I want to discuss architectural trade-offs and design decisions","I need to evaluate the system-level impact of a proposed change","I want to get suggestions for design patterns and architectural improvements"],"best_for":["architects and senior developers making strategic design decisions","teams conducting architecture reviews and design discussions","developers planning large-scale refactoring or system redesigns"],"limitations":["High-level reasoning may be too abstract for implementation-level decisions","Suggestions may not account for team-specific constraints or organizational context","Extended reasoning adds significant latency — responses may take 10-30 seconds","No tool integration — cannot validate suggestions against actual codebase"],"requires":["Visual Studio Code 1.50+","Active internet connection to Qodo servers"],"input_types":["architectural question or design scenario","codebase context (optional, for grounding suggestions)"],"output_types":["architectural analysis (trade-offs, implications)","design pattern suggestions","implementation guidance"],"categories":["planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"codiumate-qodo-gen__cap_7","uri":"capability://automation.workflow.workflows.single.task.agents.for.documentation.testing.and.code.maintenance","name":"workflows: single-task agents for documentation, testing, and code maintenance","description":"Provides pre-built and custom single-task agents that automate specific development workflows. Workflows are defined in .toml format and can be shared with teams or uploaded to the Qodo platform. Built-in workflows include documentation generation, test running and fixing, and code maintenance tasks. Each workflow is a specialized agent that orchestrates multiple steps to complete a specific task.","intents":["I want to automatically generate documentation for my code","I need to run tests and automatically fix failing tests","I want to automate routine code maintenance tasks"],"best_for":["teams with repetitive development tasks that can be automated","organizations that want to standardize development workflows","developers who want to create custom agents for team-specific tasks"],"limitations":["Workflow creation requires .toml configuration — not a visual workflow builder","Workflows are single-task agents — cannot handle complex multi-task orchestration","Sharing workflows requires uploading to Qodo platform — no built-in version control","Workflow execution latency depends on task complexity — may be slow for complex workflows"],"requires":["Visual Studio Code 1.50+","Active internet connection to Qodo servers",".toml file format knowledge for custom workflows"],"input_types":["workflow definition (.toml format)","task context (code, test results, etc.)","workflow parameters (optional)"],"output_types":["task results (documentation, fixed code, etc.)","execution logs (for debugging)"],"categories":["automation-workflow","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"codiumate-qodo-gen__cap_8","uri":"capability://safety.moderation.organization.specific.rule.embedding.and.governance.enforcement","name":"organization-specific rule embedding and governance enforcement","description":"Allows organizations to embed custom coding standards, security policies, and architectural rules directly into Codiumate's analysis pipeline. Rules are configured through organization settings and applied consistently across all code reviews, test generation, and quality analysis. Rules can enforce naming conventions, architectural patterns, security practices, and team-specific standards without requiring external linters or policy tools.","intents":["I want to enforce team coding standards across all developers automatically","I need to embed security policies into the code review process","I want to ensure architectural patterns are followed consistently"],"best_for":["organizations with strict governance and compliance requirements","teams that want to standardize code quality across multiple projects","enterprises that need to enforce security policies at the code level"],"limitations":["Rule configuration mechanism is not documented — unclear if UI-based or config file-based","Rule effectiveness depends on clarity and specificity — vague rules may produce false positives","No built-in rule versioning or rollback — changing rules affects all future analyses","Rules are organization-wide — no per-project or per-team rule customization"],"requires":["Visual Studio Code 1.50+","Organization account on Qodo platform","Admin access to configure organization rules"],"input_types":["rule definitions (format unknown)","code context (for rule evaluation)"],"output_types":["rule violation alerts (with severity)","remediation guidance"],"categories":["safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"codiumate-qodo-gen__cap_9","uri":"capability://memory.knowledge.codebase.indexing.and.multi.repo.dependency.graph.analysis","name":"codebase indexing and multi-repo dependency graph analysis","description":"Indexes the full codebase (including multiple repositories) to build a semantic understanding of code structure, dependencies, and architectural relationships. The indexing process parses code, extracts function signatures, API contracts, and dependency relationships, then builds a queryable graph. This index enables context-aware analysis, breaking change detection, and architecture-level issue identification across the entire codebase.","intents":["I want to understand how my code changes impact other parts of the system","I need to detect breaking changes across multiple repositories","I want to analyze the full dependency graph of my codebase"],"best_for":["large teams with multiple repositories and complex dependency graphs","organizations with microservices architectures","teams that need to understand cross-repository impacts"],"limitations":["Indexing latency is unknown — may take significant time for very large codebases (100k+ files)","Index staleness — changes to code may not be reflected in the index immediately","Indexing requires explicit configuration — default behavior may not include all repositories","Index storage and query performance characteristics are unknown"],"requires":["Visual Studio Code 1.50+","Active internet connection to Qodo servers","Multiple repositories configured in Qodo platform (requires setup)"],"input_types":["source code (from multiple repositories)","dependency metadata (package.json, requirements.txt, etc.)","API contracts and interfaces"],"output_types":["dependency graph (queryable structure)","impact analysis (which code depends on changed code)","breaking change alerts"],"categories":["memory-knowledge","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"codiumate-qodo-gen__headline","uri":"capability://testing.quality.ai.powered.code.integrity.and.testing.tool","name":"ai-powered code integrity and testing tool","description":"Codiumate (Qodo Gen) is an AI-driven extension for Visual Studio Code that focuses on generating meaningful test suites, suggesting edge cases, and providing code quality analysis, enhancing the code review process beyond simple code completion.","intents":["best AI code testing tool","AI tool for code quality analysis","AI test generation for developers","code review extension for Visual Studio Code","best tools for generating test suites"],"best_for":["developers looking to improve code quality","teams needing automated test generation"],"limitations":[],"requires":["Visual Studio Code"],"input_types":["source code"],"output_types":["test cases","code quality reports"],"categories":["testing-quality"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":57,"verified":false,"data_access_risk":"high","permissions":["Visual Studio Code 1.50+ (assumed minimum, not explicitly documented)","Active internet connection to Qodo servers for LLM inference","Supported test framework in project (Jest, pytest, Mocha, JUnit, etc.)","Code written in supported language (JavaScript, TypeScript, Python, Java, C#, Go, Rust — inferred from marketplace description)","Visual Studio Code 1.50+ (assumed minimum)","Active internet connection to Qodo servers","Organization rules configured (optional but recommended for accuracy)","Code written in supported language","Visual Studio Code 1.50+","Code changes (diffs or staged changes)"],"failure_modes":["Test generation quality depends on code clarity — poorly named functions or complex logic may produce less useful tests","Generated tests may include false positives or redundant cases requiring manual review and curation","Limited to detecting test cases from code structure alone; business logic intent must be inferred from code context","No built-in integration with CI/CD pipelines — tests are generated locally and must be manually committed","Real-time analysis latency is unknown — may introduce perceptible delays in fast-typing scenarios","All code snippets are transmitted to Qodo servers by default; opt-out requires explicit configuration","Analysis accuracy depends on organization rules being properly configured — generic rules may produce false positives","Cannot detect issues that require runtime context (e.g., null pointer exceptions in specific execution paths)","No offline mode — requires active internet connection to Qodo API","Explanation quality depends on code clarity — poorly written code may produce unclear explanations","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.7,"quality":0.9,"ecosystem":0.15000000000000002,"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":"2026-05-24T12:16:21.547Z","last_scraped_at":null,"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=codiumate-qodo-gen","compare_url":"https://unfragile.ai/compare?artifact=codiumate-qodo-gen"}},"signature":"4UN6DG6JYWyUrwPhindlf1dIlg3Jb80/0v6kJL0tiT/SqA2TS1ChvSOTMrRxJOnDh/+TjnKEABAezA6PLvXmCQ==","signedAt":"2026-06-22T07:16:23.841Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/codiumate-qodo-gen","artifact":"https://unfragile.ai/codiumate-qodo-gen","verify":"https://unfragile.ai/api/v1/verify?slug=codiumate-qodo-gen","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"}}