Revyl MCP Analyze

Analyze failed Revyl MCP test executions and classify them as real bugs, flaky tests, infra issues, or test-design improvements.

revylai Updated

File contents

Revyl MCP Analyze Skill

Evidence Flow

  1. Start from task ID after run_test.
  2. Pull status payload:
    • get_test_status(task_id="...")
  3. Inspect failed step expectations and observed reasoning.
  4. Classify:
    • REAL BUG
    • FLAKY TEST
    • INFRA ISSUE
    • TEST IMPROVEMENT
  5. Recommend exact next tool/action.

Classification Rules

  • REAL BUG: actions complete but app behavior contradicts expected outcome.
  • FLAKY TEST: app behavior is acceptable but validation is too brittle.
  • INFRA ISSUE: no meaningful app steps executed or setup/device/build failure.
  • TEST IMPROVEMENT: test structure is weak or allows ambiguity.

Required Output

Task: <task-id>
Classification: <REAL BUG | FLAKY TEST | INFRA ISSUE | TEST IMPROVEMENT>
Confidence: <HIGH | MEDIUM | LOW>
Evidence:
- Expected: <summary>
- Observed: <summary>
- Why: <short rationale>
Next action:
- <specific update_test / rerun / bug filing action>

revylai/revyl-cli/tree/main/skills/revyl-mcp-analyze commit d05ab30dd5

Frequently asked questions

npx skillmds@latest add revylai/revyl-mcp-analyze