Quality Gate

Name: Quality Gate
Availability: InStock
Author: jadecli

Compute completeness, accuracy, and freshness scores to gate crawl output quality.

1|1|Updated Mar 27, 2026

Search Tags:#validation #metrics #reporting #quality #gate #crawl #ci-pipeline

Ready to run

npx skills add https://github.com/jadecli/researchers --skill quality-gate-jadecli

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: Quality Gate
Source: https://github.com/jadecli/researchers/tree/main/claude-code-actions/.claude/skills/quality-gate
Command: npx skills add https://github.com/jadecli/researchers --skill quality-gate-jadecli

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Evaluate crawl output quality and enforce score thresholds to ensure crawled data meets predefined standards.

Core Features & Use Cases

Automatically computes completeness, accuracy, and freshness metrics for crawl outputs.
Enforces thresholds to gate pipelines and surface actionable quality insights.
Generates per-spider and aggregate quality reports for CI integrations and QA reviews.

Quick Start

Run the quality check on a specific spider or all spiders using the provided script and a threshold to evaluate quality.

Frequently Asked Questions about Quality Gate

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

FAQPage Schema

How do I validate crawl quality metrics in a CI pipeline?▼

To validate crawl quality metrics in a CI pipeline, run the quality gate script on spider outputs to compute completeness, accuracy, and freshness scores, enforcing thresholds to gate pipelines automatically.

What is a quality gate for spider runs and crawled data?▼

A quality gate for spider runs evaluates crawled data by computing completeness, accuracy, and freshness scores, comparing results against predefined thresholds to ensure outputs meet functional requirements before pipeline progression.

Can I generate aggregate quality reports for all spiders?▼

Yes, you can generate aggregate quality reports for all spiders. The quality gate evaluates crawl outputs to emit both per-spider and aggregate quality data, providing actionable insights for QA reviews and CI integrations.

Does the crawl quality gate support dry-run mode and custom output paths?▼

Yes, the crawl quality gate supports dry-run mode and custom output paths. These features allow you to evaluate completeness and accuracy scores without applying pipeline gates and direct reports to specific directories.

Why do I need threshold enforcement for crawl output reporting?▼

You need threshold enforcement for crawl output reporting to automatically gate pipelines when data freshness, accuracy, or completeness scores drop below acceptable standards, preventing low-quality crawled data from proceeding downstream.