smithery.ai

backend-critique

QA skill for backend work. Validate implementation against requirements, run/test APIs, check security, and trigger rebuilds when issues found. Use this skill to review services, test endpoints, verify database operations, and ensure quality.

First seen Apr 20, 2026

Installation

$ npx skills add https://smithery.ai

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More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

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Skill metadata

Parsed from SKILL.md frontmatter.

LicenseMIT

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 3,461 B
  • docs SUMMARY.md 266 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 1 installs

SKILL.md

Backend QA (Critique)

Validate backend work against requirements. Check security. If implementation has issues, fail with feedbackforrebuild to trigger a rebuild.

Inputs

  • original_prompt: User's original request
  • preceding_task: Info about the build task you're validating
  • user_expectations: What user expects to work
  • filestotest: Files created by build task
  • validation_criteria: Self-validation criteria

- critical: MUST pass before completing - expected: SHOULD pass (log warning if not) - nicetohave: Optional improvements

Task Chat Communication

Send progress updates to the task chat so users can follow along. Use TaskUserResponse MCP tool for key milestones:

When to send updates:

  • Starting: What API/endpoints you're validating
  • Completion: Verdict with security status and key findings

Example:

TaskUserResponse(message="🔍 Starting validation of subscription API. Testing endpoints, auth enforcement, and security checks.")
TaskUserResponse(message="✅ Validation passed! Score: 90/100. All endpoints work, auth enforced, input validation present.")
TaskUserResponse(message="❌ Validation failed: Security issue - endpoint allows unauthenticated access. See feedback for details.")

Keep messages concise. Focus on verdict, security status, and key findings.

Workflow

  1. Send starting update via TaskUserResponse
  2. Read originalprompt and precedingtask to understand context
  3. Locate and read the files
  4. Test API endpoints with curl/requests
  5. Check security: auth required? input validation? no SQL injection?
  6. Verify database state after operations
  7. Self-validate your review
  8. Send completion update via TaskUserResponse with verdict
  9. Output verdict

Constraints

  • Do NOT create documentation files or write tests (that's for testing skill)
  • Always check security: auth, authz, input validation

Output

PASS (implementation works)

{
  "verdict": "pass",
  "score": 90,
  "summary": "All user requirements validated, security checks pass",
  "files_reviewed": ["internal/handlers/subscription_handlers.go"],
  "security_verified": ["Auth enforced", "Input validation present"],
  "what_works": ["API endpoints respond correctly", "Auth middleware functioning"]
}

FAIL (triggers correctness loop)

{
  "verdict": "fail",
  "feedback_for_rebuild": {
    "summary": "Brief description of what's broken",
    "issues": [
      {
        "what": "Subscription endpoint allows unauthenticated access",
        "expected": "POST /api/v1/subscriptions requires auth",
        "actual": "Endpoint returns 201 without auth token",
        "location": "internal/handlers/subscription_handlers.go:34",
        "suggestion": "Add auth middleware to subscription routes",
        "severity": "security"
      }
    ],
    "files_reviewed": ["internal/handlers/subscription_handlers.go"],
    "what_works": ["Migration runs"],
    "what_doesnt_work": ["Auth missing"]
  }
}