auto-verify

Verify completed project plans against acceptance criteria via command execution.

37|7|Updated Mar 31, 2026
One-click install
npx skills add https://github.com/appautomaton/mlx-speech --skill auto-verify-appautomaton
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: auto-verify
Source: https://github.com/appautomaton/mlx-speech/tree/main/.claude/skills/auto-verify
Command: npx skills add https://github.com/appautomaton/mlx-speech --skill auto-verify-appautomaton

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill provides an independent, objective audit of completed project plans, ensuring that all acceptance criteria are met with verifiable evidence rather than relying on self-assessment.

Core Features & Use Cases

  • Independent Audit: Performs a rigorous check of completed tasks against defined acceptance criteria.
  • Evidence-Based Reporting: Ties every verification result to fresh command output or direct observation.
  • Use Case: After executing a complex multi-step development plan, use this Skill to verify that all requirements were implemented correctly and that no regressions were introduced, generating a durable verification record for future audits.

Quick Start

Run the auto-verify skill to audit the current plan and generate a verification report based on the defined acceptance criteria.

Frequently Asked Questions about auto-verify

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

FAQPage Schema
How do I verify completed project plans against acceptance criteria?

Verify completed project plans by running an independent audit that executes fresh commands and observes results to ensure all acceptance criteria are met. This generates an evidence-based verification record tied directly to command output.

What is independent verification for software development workflows?

Independent verification is an objective audit process that checks completed tasks against defined acceptance criteria without relying on self-assessment. It ensures strict quality gates by tying every validation result to fresh command output or direct observation.

How do I automate quality gates and generate an audit trail for task completion?

Automate quality gates by executing independent commands that validate task completion against canonical plan documentation. This creates a durable verification record with evidence-based reporting for future compliance audits.

Do I need canonical plan documentation to run automated verification?

Yes, automated verification requires access to canonical plan documentation and project root scripts to ensure objective validation. These inputs allow the audit to independently verify that defined acceptance criteria were correctly implemented.

Does automated verification work for checking regressions after complex development plans?

Yes, automated verification is designed to check for regressions after executing complex multi-step development plans. It rigorously audits completed tasks against acceptance criteria to confirm all requirements were implemented correctly.