TechAIVerification

Run verification commands and analyze output before claiming task completion.

1|Updated Feb 6, 2026
One-click install
npx skills add https://github.com/pagopa/cloud-strategy.github --skill techaiverification
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: TechAIVerification
Source: https://github.com/pagopa/cloud-strategy.github/tree/main/.github/skills/tech-ai-verification
Command: npx skills add https://github.com/pagopa/cloud-strategy.github --skill techaiverification

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill prevents the premature declaration of task completion, ensuring that all work is rigorously verified with evidence before being considered finished, fixed, or passing.

Core Features & Use Cases

  • Evidence-Based Claims: Mandates running verification commands and reviewing their output before making any success claims.
  • Gate Function Enforcement: Implements a strict process of identifying, running, reading, and verifying commands before any claim of completion.
  • Use Case: Before committing code, creating a Pull Request, or marking a ticket as resolved, this skill ensures you've run the relevant tests, linters, or build commands and can present the output as proof of status.

Quick Start

Run the make all command to perform full validation before claiming the task is complete.

Frequently Asked Questions about TechAIVerification

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I verify code changes before claiming a task is complete?

To verify code changes before claiming completion, you must run specific validation commands such as `make all` and analyze their output. This evidence-based verification enforces a strict gate function to confirm success claims before finalizing commits, PRs, or resolved tickets.

What is evidence-based verification in a CI/CD pipeline?

Evidence-based verification in a CI/CD pipeline mandates running tests, linters, or build commands and reviewing their output before declaring a task done. It prevents premature completion claims by requiring concrete proof of status through command output analysis.

How do I stop premature task completion claims in DevOps?

To stop premature task completion claims in DevOps, enforce a gate function that requires identifying, running, reading, and verifying command outputs. This ensures all work is rigorously verified with evidence before being considered finished or fixed.

Do I need specific testing frameworks to enforce verification before committing code?

No specific testing frameworks are required to enforce verification before committing code. The process applies to all development stages and utilizes your existing verification commands, requiring you to run them and present their output as proof of success.

Does this verification process work for both commits and pull requests?

Yes, this verification process works for commits, pull requests, and task finalization. It applies to all stages of development, ensuring you run relevant tests, linters, or build commands and present the output as proof of status before making success claims.

What are the limitations of automating code quality verification?

The limitation of automating code quality verification is that it relies on running specific predefined commands and manually analyzing their output. It cannot inherently validate tasks if the appropriate verification commands or build scripts are not properly configured or fail to execute.