maintain

Automate brain-health audits to enforce backlinks, citations, and link quality.

174|144|Updated Jun 10, 2026
One-click install
npx skills add https://github.com/inbrainfun/inbrain --skill maintain-inbrainfun
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: maintain
Source: https://github.com/inbrainfun/inbrain/tree/main/skills/maintain
Command: npx skills add https://github.com/inbrainfun/inbrain --skill maintain-inbrainfun

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Brain health audits and systematic cleanup ensure the knowledge graph remains accurate, connected, and reliable, preventing stale data and broken references.

Core Features & Use Cases

  • Comprehensive checks for backlinks, citations, filings, stale information, orphan pages, and cross-refs.
  • Transparent remediation with per-issue fixes and dimension-level reporting.
  • Supports autonomous "dream cycle" maintenance as well as user-triggered audits.

Quick Start

Initiate a brain health audit to assess backlinks, citations, and link integrity, then review the maintenance report.

Frequently Asked Questions about maintain

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

FAQPage Schema
How do I run a knowledge graph audit for backlinks and citation integrity?

A citation audit checks knowledge graph pages for broken references, validates citation formats, and enforces filing rules. It maintains data-quality by verifying cross-references and ensuring all timeline entries have correct backlinks to prevent orphan pages.

What is the best way to automate maintenance for orphan pages and stale data?

The best way to automate cleanup is using an autonomous dream cycle maintenance workflow. This systematically detects stale information, resolves orphan pages, and applies transparent remediation fixes to keep your knowledge graph reliable without manual intervention.

How does per-dimension reporting work for knowledge graph quality assurance?

Per-dimension reporting works by categorizing audit results into specific quality metrics like backlinks, citations, and cross-references. It generates targeted reports for each dimension, providing transparent remediation steps and isolated quality scores for different maintenance areas.

Can I enforce filing rules and validate citation formats across timeline pages?

Yes, you can enforce filing rules and validate citation formats across timeline pages. The audit checks citation integrity, verifies link quality, and ensures all entries follow established filing rules while providing remediation for any formatting violations found.

Why does my knowledge graph have broken cross-references after adding new pages?

Broken cross-references occur when new pages lack proper backlinks or violate filing rules. Running a brain health audit identifies these missing connections, validates citation integrity, and provides specific remediation steps to restore link quality and graph connectivity.