self-validate

Verify file existence, command availability, and test results before task completion.

2|Updated Apr 3, 2026

Search Tags:#validation #evidence #quality-assurance #hallucination #task-completion #self-check

Ready to run

npx skills add https://github.com/kscius/KS-Cursor-Orchestrator --skill self-validate

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: self-validate
Source: https://github.com/kscius/KS-Cursor-Orchestrator/tree/main/skills/self-validate
Command: npx skills add https://github.com/kscius/KS-Cursor-Orchestrator --skill self-validate

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Anti-hallucination self-check gate ensures that every claim is backed by evidence, commands exist in the repo, and prior validations were actually performed before declaring a task complete.

Core Features & Use Cases

Evidence-based verification of file existence, file content, and command availability.
Validation of test results, builds, and lint checks to avoid premature completion.
Use Case: teams integrating automated task execution can attach this gate to every end-to-end run to enforce quality and traceability.

Quick Start

Run the self-check gate after task completion to verify evidence, commands, and validations before declaring the task finished.

Frequently Asked Questions about self-validate

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

FAQPage Schema

How do I prevent AI hallucinations when verifying task completion for software builds?▼

To prevent hallucinations in task completion, you need an automated post-task verification gate that confirms file existence, checks command availability, and validates build results before marking the work finished. This enforces evidence-based quality assurance.

What is evidence-based self-validation for automated data processing tasks?▼

Evidence-based self-validation is a post-task verification mechanism that requires explicit proof of file content, verified commands, and successful test execution before a task can be declared complete, ensuring full traceability and quality assurance.

How do I enforce a self-check gate to verify commands and test results before completion?▼

You enforce a self-check gate by running automated verification after task execution to validate that required files exist, commands are available in the repository, and prior lint or test results were actually performed successfully.

Can I use automated validation to check file existence and content for documentation tasks?▼

Yes, automated validation can be applied to documentation tasks to verify file existence and confirm file content matches expected evidence, ensuring claims are backed by actual repository artifacts before completion.

Why does automated task execution declare completion without verifying prior validations?▼

Automated execution may declare premature completion when it lacks an integrated anti-hallucination gate to enforce evidence checks, causing it to skip verifying whether test builds, lint checks, and command availability were actually successful.

What are the limitations of using a self-check gate for quality assurance?▼

The self-check gate is limited to verifying verifiable evidence such as file existence, command availability, and test results, meaning it cannot validate subjective task quality or external dependencies outside the repository scope.