Quality Gate

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

1|1|Updated Mar 27, 2026
One-click install
npx skills add https://github.com/jadecli/researchers --skill quality-gate-jadecli
Or copy as Structured Prompt for Agent
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.