What is a 'cold-read' prediction test?

It is a quality test where the AI reads only the title and description to predict the note's content. If the prediction matches the actual content, the description passes as high quality.

Does this skill fix broken links automatically?

The skill identifies and flags dangling wiki links that don't resolve to files. If the Edit tool is enabled, it can help facilitate corrections.

How does it handle different levels of verification depth?

It supports 'deep', 'standard', and 'quick' modes, allowing users to choose between basic schema checks or exhaustive content staleness and orphan risk analysis.

Can I customize the verification rules?

Yes, the skill reads configuration from ops/derivation-manifest.md and ops/config.yaml to adapt its vocabulary and verification settings to your specific domain.

Note Quality & Schema Verifier

Name: Note Quality & Schema Verifier
Author: LopeWale

byLopeWale

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生産性とワークフロー

Validates note quality, schema compliance, and link integrity using automated health checks and cold-read prediction tests.

The verify skill acts as a comprehensive quality gate for documentation and knowledge management workflows. It ensures that notes are highly discoverable and structurally sound by performing 'cold-read' tests to measure description accuracy, validating YAML frontmatter against domain-specific schemas, and auditing link density to prevent orphaned content. By integrating semantic search retrieval tests and automated link resolution, it helps maintain a high-integrity knowledge base for complex development environments like Ignition.

主な機能

01Semantic search retrieval testing using vector search integration

02Auto-fixing capabilities for description improvements and schema errors

03Automated YAML schema validation and frontmatter integrity checks

04Wiki-link resolution and density analysis to prevent orphaned notes

051 GitHub stars

06Cold-read prediction testing to ensure metadata accurately reflects content

ユースケース

01Performing bulk maintenance on a knowledge base to identify broken links and stale content

02Validating technical documentation quality immediately after note creation

03Enforcing domain-specific vocabulary and metadata standards across a repository

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add lopewale/dev_ignition verify

For use in Claude.ai and ChatGPT

Download Skill