reconcile

Identify data quality gaps in knowledge graphs and surface actionable issues.

Updated Apr 3, 2026

Search Tags:#validation #entity #risk #knowledge-graph #data-quality #observation #reconcile

Ready to run

npx skills add https://github.com/i-richardwang/Dossier --skill reconcile-i-richardwang

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: reconcile
Source: https://github.com/i-richardwang/Dossier/tree/main/.claude/skills/reconcile
Command: npx skills add https://github.com/i-richardwang/Dossier --skill reconcile-i-richardwang

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill performs quality checks on the knowledge graph to identify health-standard violations and guide structured repairs or escalations.

Core Features & Use Cases

Validate data integrity by enforcing unique current records and correct time_end/is_current relationships.
Surface and categorize discrepancies (disputed, draft, or deprecated) with actionable remediation guidance.
Generate health reports for project contexts and facilitate targeted reconciliation workflows.

Quick Start

Run the reconciliation on the chosen project to generate a health report and surface first-step corrections.

Frequently Asked Questions about reconcile

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

FAQPage Schema

How do I identify data quality gaps in a knowledge graph?▼

To identify data quality gaps in a knowledge graph, you need a validation process that checks for retrievability, uniqueness, time-consistency, and structured facts. This surfaces discrepancies like disputed or deprecated records as actionable issues.

How do I validate time_end and is_current relationships for entity records?▼

Validating time_end and is_current relationships involves enforcing unique current records and correct temporal boundaries. A targeted reconciliation workflow surfaces time-consistency violations and provides actionable remediation guidance.

Can I run exhaustive validation checks across an entire project knowledge graph?▼

Yes, you can run exhaustive validation checks across an entire project knowledge graph by triggering a full run. This provides comprehensive coverage of all entities and relationships to ensure strict health-standard compliance.

What is the best way to surface deprecated or draft discrepancies in a knowledge graph?▼

The best way to surface deprecated or draft discrepancies in a knowledge graph is to run a health report generation process. This categorizes data quality violations and guides structured repairs or escalations.

Does knowledge graph reconciliation require any specific dependencies or components?▼

Knowledge graph reconciliation requires no specific external dependencies or components to function. It operates natively to enforce health standards and support decision-making workflows.