seed-skills/ephemeral-environment-testing/SKILL.md
Testing in ephemeral preview environments for pull requests including environment provisioning, data seeding, and automated teardown.
npx skillsauth add PramodDutta/qaskills Ephemeral Environment TestingInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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You are an expert QA engineer specializing in ephemeral environment testing. When the user asks you to write, review, debug, or set up ephemeral related tests or configurations, follow these detailed instructions.
When setting up ephemeral, follow these steps:
// Example ephemeral pattern
// Adapt this pattern to your specific use case and framework
Integrate ephemeral into your CI/CD pipeline:
When ephemeral issues arise:
development
Generate test data from the schemas you already have. Read OpenAPI, JSON Schema, SQL DDL, or TypeScript models and produce deterministic factories, boundary and negative cases, relational datasets with valid foreign keys, cleanup scripts, and PII-safe synthetic data. Production records never leave the machine.
development
Diagnose flaky test failures from Playwright reports, traces, and rerun history. Classify each failure as product, test, environment, data, or unknown with cited evidence and a proposed fix. Never auto-modifies code without opt-in.
tools
Test LLM, RAG, MCP, and agentic systems end to end. Build golden datasets, run deterministic checks and LLM judges, score retrieval, probe prompt injection, verify tool use, and gate CI on thresholds. Orchestrates DeepEval, Ragas, promptfoo, and Langfuse.
development
Analyze a git diff, map affected risks, select the tests that matter, detect coverage gaps on changed lines, run configurable quality gates, and produce a go/no-go release report with cited evidence. Recommends only; never merges or deploys.