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swapnilGirishPawar

QA Prompts MCP Server

Convert Manual Test Case → Automation Skeleton

convert-manual-to-automation

Converts manual test cases into Appium, Java, and TestNG automation scripts following Page Object Model architecture. Provide the feature navigation path and manual test steps to generate structured automation code.

Instructions

Converts manual test cases into well-structured Appium + Java + TestNG automation scripts following POM architecture.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
existingCodeNoExisting automation code for context (optional). Paste any relevant Page Objects, BaseTest, or utility classes.
manualTestCaseYesThe manual test case(s) to convert into automation code
featureNavigationYesNavigation path from Calendar Tab to the feature entry point, e.g. 'Calendar Tab → Settings → Notifications → Feature Starts'
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description gives a high-level outcome but does not disclose behavioral details like whether it generates files, overwrites existing code, or requires specific input formats. With no annotations, the agent lacks critical context about the tool's side effects or constraints.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single sentence that efficiently communicates the tool's purpose and output characteristics without any extraneous information.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the moderate complexity (3 parameters, no output schema), the description adequately covers the core function but lacks details on return format, error handling, or integration context. It is minimally viable but could benefit from additional behavioral guidance.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

All three parameters are fully described in the schema (100% coverage). The description adds no additional semantic detail about the parameters beyond what the schema already provides, so baseline score of 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool converts manual test cases into Appium + Java + TestNG automation scripts following POM architecture. It uses a specific verb and resource, and is well-differentiated from sibling tools like 'refactor-automation-code' or 'analyze-test-failure'.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides no guidance on when to use this tool versus alternatives, nor does it mention prerequisites or exclusions. The agent is left to infer context from tool names and sibling list.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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