vault-quality-gate

Apply a deterministic checklist and optional AI review to gate vault notes.

1|Updated Feb 21, 2026
One-click install
npx skills add https://github.com/wtyler2505/ProtoPulse --skill vault-quality-gate
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: vault-quality-gate
Source: https://github.com/wtyler2505/ProtoPulse/tree/main/.claude/skills/vault-quality-gate
Command: npx skills add https://github.com/wtyler2505/ProtoPulse --skill vault-quality-gate

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires PyYAML, and includes scripts (resource) components.

What problem does it solve?

Vault notes often lack consistency, evidence, and proper cross-linking, leading to quality drift and delayed ship readiness. This skill provides a deterministic quality gate (with optional AI review) to enforce standards before notes reach knowledge/.

Core Features & Use Cases

  • Deterministic 13-rule checklist (description, topics, type, body length, cross-links, provenance, and more) that flags issues prior to shipping.
  • Optional AI review pass to surface vague claims, missing evidence, or guidance gaps.
  • Automatic routing: failed notes move to inbox/review for remediation; passing notes ship into knowledge/ for consumption.
  • /extract integration: gates notes at commit time as part of the vault workflow.

Quick Start

Run the vault-quality-gate on knowledge/<slug>.md to determine if the note can ship.

Frequently Asked Questions about vault-quality-gate

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

FAQPage Schema
How do I automate vault note quality checks before committing?▼

You can use this pre-commit quality gate to enforce vault note standards automatically by validating frontmatter, body structure, cross-references, and provenance before finalizing updates.

What is a deterministic quality gate for knowledge management?▼

It is an automated validation process that enforces consistent structure, evidence, and cross-linking in vault notes to prevent quality drift and ensure ship readiness before notes reach consumption.

How do I handle vault notes that fail quality validation checks?▼

Failing vault notes are automatically routed to an inbox/review directory for remediation, while passing notes ship directly into the knowledge directory for consumption.

Does the vault quality gate support AI review for content clarity?▼

Yes, it includes an optional AI review pass that surfaces vague claims, missing evidence, or guidance gaps alongside its deterministic 13-rule structural checklist.

Do I need PyYAML to run the vault quality gate?▼

Yes, PyYAML is required as a dependency to run the vault quality gate, as the scripts use it to parse and validate YAML frontmatter in your vault notes.