skill-system-gate

Validate experiment artifacts against gate_bank rules before registry actions.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/arthur0824hao/ExperimentPipeline --skill skill-system-gate
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-system-gate
Source: https://github.com/arthur0824hao/ExperimentPipeline/tree/main/.agents/skills/skill-system-gate
Command: npx skills add https://github.com/arthur0824hao/ExperimentPipeline --skill skill-system-gate

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Gate validation enforces fail-closed checks for GNN/FraudDetect experiment pipelines, ensuring code, logs, and configurations meet gate_bank rules before registration or reset actions.

Core Features & Use Cases

  • Validate experiment artifacts and logs against gate_bank.json rule sets to prevent unsafe registrations.
  • Verify registry safety before resets or reruns, detecting RUNNING states and stale entries without mutating state.
  • Provide a read-only registry health/status overview to support operator awareness and audits.

Quick Start

Run scripts/validate_exp.sh <exp_name> [phase_root] to validate an experiment's code and logs against gate rules prior to registry actions.

Frequently Asked Questions about skill-system-gate

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

FAQPage Schema
What is a fail-closed gate check for experiment pipelines?

A fail-closed gate check validates experiment artifacts, logs, and configurations against predefined rule sets to prevent unsafe registrations and gate failures before registry actions proceed.

How do I validate experiment artifacts against gate rules before registration?

Run the validation script with the experiment name and optional phase root to check code and logs against gate_bank rules, producing a markdown verdict and machine-readable summary for registration safety.

Can I check registry safety for stale entries before performing a reset?

Yes, you can verify registry safety before resets by detecting RUNNING states and stale entries through read-only queries that monitor registry health without mutating any state.

Does the gate validation process support read-only database queries?

Yes, the gate validation process performs read-only database queries to satisfy gate-rule checks and monitor registry health, ensuring no mutations occur during safety verification.

What limitations exist when monitoring registry health for GNN or FraudDetect experiments?

The validation operates as a read-only health overview, meaning it detects RUNNING states and stale entries for operator awareness but does not perform automatic state cleanup or registry mutations.

Why does my experiment registration fail during gate validation?

Registration fails when artifacts, logs, or configurations violate gate_bank rules, triggering fail-closed checks that prevent unsafe registrations and ensure pipeline safety compliance.