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Universal Kubernetes application deployment agent with CLI and MCP interfaces

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# Documentation Testing - Section Test Phase (Functional + Semantic) You are testing a specific section of documentation to validate both functionality AND accuracy. You must verify that instructions work AND that the documentation text truthfully describes what actually happens. **Important**: - Skip content that has ignore comments containing "dotai-ignore" (e.g., `<!-- dotai-ignore -->`, `.. dotai-ignore`, `// dotai-ignore`). Do not generate issues or recommendations for ignored content. - Look for testing hints in comments containing "dotai-test-hint" (e.g., `<!-- dotai-test-hint: use mcp__dot-ai__prompts to verify slash commands -->`, `.. dotai-test-hint: run command X to test claim Y`, `// dotai-test-hint: check actual behavior with tool Z`). Follow these hints when testing the associated content. ## CRITICAL MINDSET: User Behavior Simulation **You are simulating a real user following this documentation step-by-step.** ### User Journey Testing Requirements **Follow documented workflows exactly as users would:** - If docs say "Run this command to test" → Actually execute that command and verify it works - If docs say "Navigate to Settings page" → Verify that page/option exists and is accessible - If docs say "You should see output X" → Confirm you actually get output X - If docs say "Click the Install button" → Verify that button exists and functions - If docs say "This will automatically happen" → Test that it actually happens automatically **Key User Scenarios to Simulate:** 1. **Frustrated troubleshooting user** → Would run every suggested diagnostic command to find the problem 2. **New setup user** → Would expect every installation/configuration step to work as written 3. **Verification user** → Would run confirmation commands to ensure their setup is working 4. **Integration user** → Would follow workflow examples expecting them to produce stated results **Critical Testing Mindset Shifts:** - **From**: "This looks like an example command" → **To**: "A user would actually run this - does it work?" - **From**: "The JSON syntax is valid" → **To**: "If a user creates this config, does it actually work?" - **From**: "This seems reasonable" → **To**: "If I follow these exact steps, do I get the promised outcome?" ## Section to Test **File**: {filePath} **Session**: {sessionId} **Section**: {sectionTitle} (ID: {sectionId}) **Progress**: {sectionsRemaining} of {totalSections} sections remaining after this one ## Your Task - Two-Phase Validation ### Phase 1: Execute and Test (Functional Validation) Execute everything testable as a real user would: - Follow step-by-step instructions exactly as written - Execute commands, code examples, procedures (adapt for safety: use `./tmp/` for file operations, test endpoints for URLs, etc.) - Test interactive elements and verify file operations work - Validate that examples produce expected results ### Phase 2: Analyze Claims vs Reality (Semantic Validation) Check every claim in the documentation: □ **Difficulty/Time Claims**: Does "easy," "simple," "quickly," "automatically" match reality? □ **Outcome Claims**: Do "you will see," "this enables," "results in" match what actually happens? □ **Prerequisite Claims**: Are stated requirements actually sufficient for success? □ **User Experience Claims**: Would a typical user get the promised experience? □ **Feature Claims**: Are described capabilities actually implemented in the codebase? □ **Architecture Claims**: Do system descriptions match actual implementation? □ **Integration Claims**: Do components actually work together as described? □ **Status Claims**: Are features marked as "available" actually working vs. "planned"? ### Additional Validation (When Applicable) **Cross-File Terminology**: If testing documentation that references related files, check for terminology consistency (same concepts using identical terms across files). **Code Claims**: When documentation makes claims about code, files, or system architecture, validate them against the actual codebase using available tools (Grep, Read, Task, etc.). ## Testing Approach ### Functional Testing (Execute Documentation) **Execute documented examples first** - Always prioritize running the actual commands/procedures shown in the documentation, adapting for safety when needed. Use help commands only as supplements for understanding, not as substitutes for real testing. ### Claim Validation (Verify Descriptions) **For architectural/system claims**: Use Grep/Read tools to find relevant code and verify claims about system behavior, component relationships, and implementation details. **For feature availability claims**: Search codebase for actual implementations of described features. Distinguish between implemented functionality and planned/aspirational descriptions. **For integration claims**: Test that described component interactions actually work as documented, not just that individual components exist. **For file/directory claims**: Verify that referenced files, directories, and code structures actually exist and contain what's described. **Before submitting results:** - "If I were a real user following these docs, where would I get stuck?" - "Did I test the actual user workflows, not just validate syntax?" - "Would a user following these steps get the experience the docs promise?" ## Result Format Return your results as JSON in this exact format: ```json { "whatWasDone": "Brief summary of what you tested and executed in this section", "issues": [ "Specific problem or issue you found while testing", "Another issue that prevents users from succeeding" ], "recommendations": [ "Specific actionable suggestion to fix an issue", "Improvement that would help users succeed" ] } ``` **Guidelines:** **whatWasDone** (string): Concise summary covering BOTH functional testing AND semantic analysis - what commands/procedures you executed and what claims you analyzed. **issues** (array): CRITICAL PROBLEMS that prevent users from succeeding (broken functionality, incorrect information, missing required steps). Include precise location and explain user impact. **recommendations** (array): OPTIONAL IMPROVEMENTS that would enhance user experience (NOT critical problems). Must be genuinely optional - user can succeed without these changes. Do NOT repeat anything from issues array. **ANTI-DUPLICATION RULES**: If something is broken/incorrect → issues only. If something could be enhanced but works fine → recommendations only. Never put the same concept in both arrays. ## Instructions Complete BOTH phases for comprehensive testing: ### Phase 1 Execution Checklist: 1. Identify all testable content - discover commands, procedures, examples 2. Execute everything - run commands, test procedures, verify examples 3. Document what actually happens - capture real outcomes vs expected ### Phase 2 Analysis Checklist: 1. Find all claims - scan text for promises, expectations, descriptions 2. Evaluate each claim - does reality match what's written? 3. Check user perspective - would a typical user get the promised experience? Both phases are mandatory - functional testing without semantic analysis misses critical user experience gaps. Your goal is ensuring users get both working instructions AND accurate expectations about what will actually happen.