vault-extract-priority

Name: vault-extract-priority
Availability: InStock
Author: wtyler2505

Rank inbox stubs by downstream plan demand for extraction.

1|Updated Feb 21, 2026

Search Tags:#inbox #vault #scoring #queue #priority #ranking

Ready to run

npx skills add https://github.com/wtyler2505/ProtoPulse --skill vault-extract-priority

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: vault-extract-priority
Source: https://github.com/wtyler2505/ProtoPulse/tree/main/.claude/skills/vault-extract-priority
Command: npx skills add https://github.com/wtyler2505/ProtoPulse --skill vault-extract-priority

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

Prioritize the inbox-extraction queue by downstream plan demand to minimize idle time and maximize throughput.

Core Features & Use Cases

Reads ops/queue/gap-stubs.md and uses each stub's unblocks frontmatter to compute demand-based priority.
Reads inbox stubs to correlate planned work with current gaps and produce a ranked order for /extract.
Outputs a deterministic ordered list that /extract consumes to process high-demand gaps first.

Quick Start

Rank the inbox stubs by plan demand and generate a prioritized list to feed /extract.

Frequently Asked Questions about vault-extract-priority

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

FAQPage Schema

How do I prioritize an inbox extraction queue by downstream plan demand?▼

To prioritize an inbox extraction queue by plan demand, this skill reads gap stubs and uses each stub's 'unblocks' frontmatter to compute a demand-based score, then outputs a deterministic ranked list for the extraction pipeline.

What is the best way to rank gap-stubs for a vault-gap extraction workflow?▼

Ranking gap-stubs for a vault-gap workflow involves reading ops/queue/gap-stubs.md and parsing inbox stub frontmatter to apply a scoring formula. This approach ensures high-demand gaps are processed first by the /extract command.

How does frontmatter scoring work for prioritizing markdown extraction tasks?▼

Frontmatter scoring for markdown extraction tasks works by reading the 'unblocks' metadata within each gap stub to calculate a demand-based priority score. The system then emits an ordered list of inbox stubs consumable by downstream extraction.

Do I need PyYAML to compute priority scores for an inbox queue?▼

Yes, you need PyYAML installed to compute priority scores for an inbox queue, because the skill parses YAML frontmatter from markdown stub files to apply its scoring formula and generate the ranked output.

Can I use this priority ranking skill without an existing gap-stubs markdown file?▼

No, you cannot use this priority ranking skill without the gap-stubs markdown file. The scoring logic specifically reads ops/queue/gap-stubs.md and parses its frontmatter to calculate demand-based priority for the extraction pipeline.