{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"katalon","slug":"katalon","name":"Katalon","type":"agent","url":"https://katalon.com","page_url":"https://unfragile.ai/katalon","categories":["testing-quality"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"katalon__cap_0","uri":"capability://code.generation.editing.ai.powered.test.case.generation.from.requirements","name":"ai-powered test case generation from requirements","description":"Automatically generates minimum viable test case sets from natural language requirements using requirement analysis and AI-driven test planning. The system parses requirement documents, identifies ambiguities and gaps, and synthesizes test cases without manual scripting, reducing test creation time and ensuring requirement coverage.","intents":["I want to automatically generate test cases from my requirements documents without writing them manually","I need to identify gaps between requirements and test coverage before development starts","I want to reduce the time spent on test planning and case creation"],"best_for":["QA teams managing large requirement backlogs","organizations transitioning from manual to automated testing","teams needing rapid test coverage for agile sprints"],"limitations":["Requires well-structured, unambiguous requirement documents — poorly written requirements produce lower-quality test cases","AI-generated test cases may miss domain-specific edge cases and business logic nuances","No documented accuracy metrics or coverage guarantees for generated test sets","Underlying LLM model and training data not publicly documented"],"requires":["Katalon Studio or Katalon Cloud account","Requirement documents in text, markdown, or document format","Active internet connection for AI processing"],"input_types":["requirement documents (text, markdown, PDF)","natural language requirement descriptions","structured requirement specifications"],"output_types":["test case definitions","test case steps and expected results","test coverage mapping to requirements"],"categories":["code-generation-editing","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"katalon__cap_1","uri":"capability://automation.workflow.autonomous.natural.language.test.execution","name":"autonomous natural language test execution","description":"Executes test cases written in plain English or natural language without requiring test automation scripts or code. The system parses natural language test steps, maps them to UI/API actions, and executes them against the application under test, eliminating the need for test automation expertise.","intents":["I want non-technical testers to write and execute tests without learning automation frameworks","I need to run tests described in plain English without converting them to code","I want to reduce the barrier to entry for test automation in my team"],"best_for":["non-technical QA teams and manual testers","organizations with limited test automation expertise","teams seeking to democratize test automation across QA"],"limitations":["Natural language parsing accuracy depends on test step clarity and specificity — ambiguous steps may fail to execute correctly","Supported NLP languages not documented; likely English-primary with unknown support for other languages","Complex conditional logic, loops, and data-driven scenarios may require fallback to code-based tests","No documented success rates or failure handling for ambiguous natural language instructions"],"requires":["Katalon Studio or Katalon Cloud account","Application under test accessible via web, API, mobile, or desktop","Test steps written in supported natural language format"],"input_types":["natural language test steps (plain English)","test case descriptions","manual test procedures"],"output_types":["test execution results","pass/fail status","execution logs and screenshots"],"categories":["automation-workflow","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"katalon__cap_10","uri":"capability://automation.workflow.real.time.test.execution.monitoring.and.reporting","name":"real-time test execution monitoring and reporting","description":"Provides real-time visibility into test execution progress with live dashboards, detailed execution logs, screenshots, and comprehensive test reports. The system captures execution artifacts, generates customizable reports, and provides analytics on test results, coverage, and quality trends over time.","intents":["I want to see test execution progress in real-time as tests run","I need detailed reports on test results, coverage, and quality metrics","I want to track test execution trends and identify flaky tests"],"best_for":["QA teams managing large test suites with frequent execution","organizations seeking visibility into test quality and coverage","teams using data-driven approaches to test optimization"],"limitations":["Report customization options and template availability not documented","Dashboard metrics and KPIs not specified","Data retention and historical trend analysis capabilities not detailed","No documented support for custom metrics or third-party analytics integration"],"requires":["Katalon Studio or Katalon Cloud account","Test execution with logging and artifact capture enabled","Active internet connection for real-time dashboard access"],"input_types":["test execution data","execution logs","screenshots and artifacts"],"output_types":["real-time dashboards","test reports","quality analytics and trends"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"katalon__cap_11","uri":"capability://automation.workflow.manual.testing.support.and.test.case.documentation","name":"manual testing support and test case documentation","description":"Supports manual testing workflows with test case documentation, step-by-step execution guidance, and result recording. The system provides structured test case templates, execution checklists, and integration with automated tests, enabling teams to combine manual and automated testing within unified platform.","intents":["I want to document and execute manual test cases in a structured way","I need to combine manual and automated testing in a single platform","I want to track manual test execution and results"],"best_for":["QA teams with mixed manual and automated testing","organizations with exploratory testing requirements","teams transitioning from manual to automated testing"],"limitations":["Manual test case template options and customization not documented","Integration between manual and automated test results not detailed","No documented support for exploratory testing or session-based testing","Manual test execution tracking and reporting capabilities not specified"],"requires":["Katalon Studio or Katalon Cloud account","Test cases created with manual test steps"],"input_types":["test case descriptions","manual test steps","test data"],"output_types":["test execution results","manual test reports","test evidence (screenshots, notes)"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"katalon__cap_12","uri":"capability://tool.use.integration.custom.test.integration.via.true.platform.api","name":"custom test integration via true platform api","description":"Provides REST API for custom integrations, test orchestration, and platform extension. The system exposes test execution, test management, and reporting capabilities through API endpoints, enabling teams to build custom integrations, trigger tests programmatically, and embed Katalon capabilities into external systems.","intents":["I want to trigger test execution from my custom application or workflow","I need to integrate Katalon with my existing tools and systems","I want to build custom test orchestration on top of Katalon"],"best_for":["organizations with custom tooling and integration requirements","teams building custom test orchestration platforms","enterprises with complex tool ecosystems"],"limitations":["API documentation not provided in available materials — endpoint specifications, authentication methods, rate limits unknown","API capabilities and scope not detailed","No documented SDK availability for common programming languages","Integration patterns and best practices not specified"],"requires":["Katalon Cloud account with API access enabled","API key or authentication credentials","HTTP client library or REST API tool","Documentation access (not provided in available materials)"],"input_types":["API requests (JSON)","test execution parameters","test suite definitions"],"output_types":["API responses (JSON)","test execution status","test results"],"categories":["tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"katalon__cap_2","uri":"capability://automation.workflow.self.healing.object.recognition.and.locator.management","name":"self-healing object recognition and locator management","description":"Automatically detects and adapts to UI element changes using intelligent object recognition that updates locators when UI elements shift, rename, or restructure. The system maintains a dynamic mapping of UI objects and automatically heals broken locators without manual intervention, reducing test maintenance overhead.","intents":["I want tests to continue working when the UI changes without manually updating locators","I need to reduce the time spent maintaining test locators across UI updates","I want to automatically detect when UI elements have moved or changed properties"],"best_for":["teams with frequent UI changes and high test maintenance costs","organizations using agile development with rapid UI iterations","QA teams lacking dedicated test maintenance resources"],"limitations":["Self-healing accuracy depends on UI element uniqueness — dynamically generated or non-unique elements may fail to heal correctly","Healing strategy and algorithm not documented; unclear how it prioritizes locator attributes (ID, class, XPath, etc.)","May mask underlying UI instability rather than identifying root causes of element changes","No documented success rates or failure scenarios for healing attempts"],"requires":["Katalon Studio or Katalon Cloud account","Web, mobile, or desktop application with stable UI structure","Initial test locators defined in Katalon object repository"],"input_types":["UI element locators (XPath, CSS selectors, ID, class)","object repository definitions","application UI snapshots"],"output_types":["updated locators","healing suggestions","locator change logs"],"categories":["automation-workflow","image-visual"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"katalon__cap_3","uri":"capability://automation.workflow.smart.wait.strategies.and.dynamic.synchronization","name":"smart wait strategies and dynamic synchronization","description":"Implements intelligent wait mechanisms that adapt to application response times and UI readiness conditions, replacing hard-coded waits with dynamic synchronization. The system detects when elements are ready for interaction and automatically adjusts wait times based on application behavior, reducing flaky tests and execution time.","intents":["I want to eliminate hard-coded waits and flaky tests caused by timing issues","I need tests to adapt to variable application response times","I want to reduce test execution time by waiting only as long as necessary"],"best_for":["teams experiencing flaky tests due to timing issues","applications with variable or unpredictable response times","organizations seeking to improve test reliability and execution speed"],"limitations":["Smart wait strategy algorithm and configuration options not documented","Unclear how system detects 'readiness' — may not work with custom loading indicators or non-standard UI patterns","No documented timeout limits or maximum wait durations","May not handle complex async operations or JavaScript-heavy applications effectively"],"requires":["Katalon Studio or Katalon Cloud account","Application with standard UI readiness indicators (DOM ready, element visibility, etc.)","Test cases configured to use smart wait strategies"],"input_types":["UI elements to wait for","readiness conditions","timeout configurations"],"output_types":["synchronization status","actual wait times","readiness detection logs"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"katalon__cap_4","uri":"capability://planning.reasoning.automated.test.failure.root.cause.analysis.and.diagnosis","name":"automated test failure root cause analysis and diagnosis","description":"Analyzes test failures to identify root causes and recommend fixes using AI-driven failure pattern recognition. The system examines failure logs, screenshots, application state, and execution context to pinpoint whether failures stem from application bugs, test issues, environment problems, or test data issues, providing actionable remediation suggestions.","intents":["I want to quickly understand why a test failed without manually analyzing logs","I need to distinguish between application bugs and test automation issues","I want AI-generated recommendations for fixing test failures"],"best_for":["QA teams managing large test suites with frequent failures","organizations seeking to reduce time spent on failure triage","teams lacking deep test automation expertise for failure diagnosis"],"limitations":["Root cause analysis methodology not documented; unclear how system correlates failure signals","Accuracy of diagnosis depends on quality of logs, screenshots, and execution context — incomplete data produces unreliable analysis","May not identify complex multi-factor failures or environmental issues","No documented success rates or confidence scores for diagnoses"],"requires":["Katalon Studio or Katalon Cloud account","Test execution with comprehensive logging and screenshot capture enabled","Failed test cases with available execution artifacts"],"input_types":["test execution logs","failure screenshots","application error messages","test execution context"],"output_types":["root cause diagnosis","remediation recommendations","failure classification (app bug, test issue, environment, data)"],"categories":["planning-reasoning","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"katalon__cap_5","uri":"capability://automation.workflow.automated.bug.report.generation.from.test.failures","name":"automated bug report generation from test failures","description":"Automatically generates detailed bug reports from test failures, including failure description, reproduction steps, screenshots, logs, and environment details. The system captures execution context and formats it into actionable bug reports that can be directly submitted to issue tracking systems, eliminating manual bug documentation.","intents":["I want to automatically create bug reports from failed tests without manual documentation","I need bug reports with screenshots, logs, and reproduction steps included","I want to reduce the time between test failure and bug report submission"],"best_for":["QA teams managing high-volume test execution","organizations with large test suites and frequent failures","teams seeking to streamline bug reporting workflows"],"limitations":["Bug report template and customization options not documented","Unclear which issue tracking systems are supported for direct submission","Report quality depends on test case clarity and execution logging — poorly written tests produce low-quality reports","No documented integration with specific bug tracking tools (Jira, Azure DevOps, etc.)"],"requires":["Katalon Studio or Katalon Cloud account","Test execution with logging and screenshot capture enabled","Optional: integration with issue tracking system (Jira, Azure DevOps, etc.)"],"input_types":["test failure data","execution logs","screenshots","application error messages"],"output_types":["formatted bug reports","issue tracking system tickets","bug report documents"],"categories":["automation-workflow","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"katalon__cap_6","uri":"capability://automation.workflow.production.monitoring.and.post.release.test.gap.detection","name":"production monitoring and post-release test gap detection","description":"Monitors application behavior in production to identify quality issues and automatically generates tests for uncovered scenarios. The system observes user interactions, detects failures or anomalies, and synthesizes new test cases to cover gaps discovered in production, creating a feedback loop from production back to test automation.","intents":["I want to monitor application quality after release and identify issues users encounter","I need to automatically generate tests for scenarios that fail in production","I want to close the gap between pre-release testing and production behavior"],"best_for":["organizations with mature CI/CD pipelines and production monitoring","teams seeking continuous improvement of test coverage","applications with complex user workflows and edge cases"],"limitations":["Production monitoring methodology and data collection approach not documented","Unclear how system distinguishes between user errors and application bugs","Privacy and compliance implications of production monitoring not addressed","No documented latency or overhead impact of production monitoring","Test generation from production data may create tests that are difficult to maintain or reproduce"],"requires":["Katalon Cloud account with Production Insights component","Application instrumentation or monitoring agent deployed","Production environment access and monitoring permissions"],"input_types":["production user interactions","application logs and errors","performance metrics","user behavior data"],"output_types":["quality insights and reports","auto-generated test cases","gap analysis and coverage recommendations"],"categories":["automation-workflow","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"katalon__cap_7","uri":"capability://automation.workflow.multi.platform.test.execution.web.api.mobile.desktop","name":"multi-platform test execution (web, api, mobile, desktop)","description":"Executes test cases across web browsers, REST/GraphQL APIs, mobile applications (iOS/Android), and desktop applications (Windows) from a unified test automation framework. The system provides platform-specific object recognition, interaction patterns, and assertion mechanisms while maintaining consistent test logic across all platforms.","intents":["I want to test my web, API, mobile, and desktop applications from a single test framework","I need to maintain consistent test logic across multiple platforms without rewriting tests","I want to reduce test maintenance by using a unified test automation platform"],"best_for":["organizations with multi-platform applications (web + mobile + desktop)","teams seeking to consolidate test automation across platforms","enterprises with complex application portfolios"],"limitations":["Specific browser versions, mobile OS versions, and desktop OS versions not documented","Platform-specific limitations and workarounds not detailed","Cross-platform test reuse may require platform-specific adjustments for UI differences","No documented support for emerging platforms (progressive web apps, cross-platform frameworks like Flutter, React Native)"],"requires":["Katalon Studio or Katalon Cloud account","Target applications deployed and accessible","Platform-specific requirements: browsers installed (web), mobile devices/emulators (mobile), desktop OS (desktop)"],"input_types":["test cases","object repositories","test data"],"output_types":["test execution results","cross-platform reports","platform-specific logs"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"katalon__cap_8","uri":"capability://automation.workflow.test.management.and.requirement.traceability","name":"test management and requirement traceability","description":"Provides centralized test management with requirement-to-test traceability, test case organization, test plan management, and coverage analysis. The system maps requirements to test cases, tracks test execution status, and provides visibility into which requirements are covered by tests, enabling requirement-driven testing and compliance verification.","intents":["I want to track which requirements are covered by which tests","I need to organize and manage large numbers of test cases and test plans","I want to verify requirement coverage before release"],"best_for":["regulated industries requiring requirement traceability (finance, healthcare, government)","organizations with formal test planning and requirement management processes","teams managing large test suites with complex requirement dependencies"],"limitations":["Test management data model and schema not documented","Integration with external requirement management tools not detailed","Traceability matrix generation and reporting capabilities not specified","No documented support for requirement versioning or change tracking"],"requires":["Katalon Studio or Katalon Cloud account","Requirements defined in Katalon or imported from external source","Test cases created and linked to requirements"],"input_types":["requirements documents","test cases","test execution results"],"output_types":["traceability matrices","coverage reports","requirement status dashboards"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"katalon__cap_9","uri":"capability://automation.workflow.ci.cd.pipeline.integration.and.test.orchestration","name":"ci/cd pipeline integration and test orchestration","description":"Integrates with CI/CD platforms to trigger automated test execution, report results, and block deployments based on test outcomes. The system provides webhooks, APIs, and native integrations with CI/CD tools to orchestrate test execution as part of deployment pipelines, enabling continuous testing and quality gates.","intents":["I want to automatically run tests when code is committed or deployed","I need to block deployments if tests fail","I want to integrate test execution into my CI/CD pipeline"],"best_for":["organizations with mature CI/CD practices","teams practicing continuous integration and continuous deployment","enterprises with automated deployment pipelines"],"limitations":["Specific CI/CD platform integrations not documented (Jenkins, GitLab CI, GitHub Actions, Azure Pipelines, etc.)","Integration API and webhook specifications not provided","Test result reporting format and integration depth not detailed","No documented support for test result aggregation across multiple test runs"],"requires":["Katalon Studio or Katalon Cloud account","CI/CD platform (Jenkins, GitLab CI, GitHub Actions, Azure Pipelines, etc.)","API key or authentication credentials for Katalon integration"],"input_types":["CI/CD pipeline triggers","test suite definitions","deployment parameters"],"output_types":["test execution status","test results and reports","deployment approval/rejection decisions"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"katalon__headline","uri":"capability://testing.quality.ai.augmented.test.automation.platform","name":"ai-augmented test automation platform","description":"Katalon is an AI-augmented test automation platform that supports web, API, mobile, and desktop testing, featuring smart test generation and self-healing capabilities.","intents":["best AI test automation tool","test automation for web and mobile","AI-powered testing solutions","test automation platform for CI/CD","top tools for automated testing"],"best_for":["teams looking for comprehensive test automation","organizations integrating CI/CD"],"limitations":[],"requires":[],"input_types":[],"output_types":[],"categories":["testing-quality"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":58,"verified":false,"data_access_risk":"high","permissions":["Katalon Studio or Katalon Cloud account","Requirement documents in text, markdown, or document format","Active internet connection for AI processing","Application under test accessible via web, API, mobile, or desktop","Test steps written in supported natural language format","Test execution with logging and artifact capture enabled","Active internet connection for real-time dashboard access","Test cases created with manual test steps","Katalon Cloud account with API access enabled","API key or authentication credentials"],"failure_modes":["Requires well-structured, unambiguous requirement documents — poorly written requirements produce lower-quality test cases","AI-generated test cases may miss domain-specific edge cases and business logic nuances","No documented accuracy metrics or coverage guarantees for generated test sets","Underlying LLM model and training data not publicly documented","Natural language parsing accuracy depends on test step clarity and specificity — ambiguous steps may fail to execute correctly","Supported NLP languages not documented; likely English-primary with unknown support for other languages","Complex conditional logic, loops, and data-driven scenarios may require fallback to code-based tests","No documented success rates or failure handling for ambiguous natural language instructions","Report customization options and template availability not documented","Dashboard metrics and KPIs not specified","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":0.1,"match_graph":0.28,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:23.327Z","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=katalon","compare_url":"https://unfragile.ai/compare?artifact=katalon"}},"signature":"o6umv3+Xzxvvcrous7+X26G+tIipvejzHMErtHAJ9Y5kAr7wT/lJ02eaYbQRrZGT7KinGUM1Rf25qsy3xT88Dg==","signedAt":"2026-06-22T01:18:11.367Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/katalon","artifact":"https://unfragile.ai/katalon","verify":"https://unfragile.ai/api/v1/verify?slug=katalon","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"}}