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ingest-wrap-reduce

Merge staged WAVE ingestion data with deduplication and conflict resolution.

4|Updated Aug 14, 2025
Search Tags:#data integrity#knowledge base#ingestion#reduction#WAVE data
One-click install
npx skills add https://github.com/ironsheep/P2-Knowledge-Base --skill ingest-wrap-reduce
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ingest-wrap-reduce
Source: https://github.com/ironsheep/P2-Knowledge-Base/tree/main/.claude/skills/ingest-wrap-reduce
Command: npx skills add https://github.com/ironsheep/P2-Knowledge-Base --skill ingest-wrap-reduce

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires todo-mcp, python, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the ingestion and reduction of WAVE data, ensuring the integrity and consistency of knowledge base entries.

Core Features & Use Cases

  • WAVE Ingestion: Merge staged ingestion WAVEs into a single serial single-writer pass, ensuring deduplication and conflict resolution.
  • Cross-Source Audit: Conduct a comprehensive Q&A and conflict audit across all sources within a wave, enhancing accuracy.
  • Quad Roll-Up: Update all four standing documents with new information, maintaining consistency and lineage.
  • Conflict Routing: Exception-route conflicts to the corrections register for human review.
  • Use Case: After the ingestion conductor completes its tasks, this Skill is used to wrap the ingestion wave, ensuring that all data is merged and consistent before being used in the knowledge base.

Quick Start

Activate the ingest-wrap-reduce skill to process the current WAVE and integrate it into the knowledge base.

Frequently Asked Questions about ingest-wrap-reduce

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

FAQPage Schema
How do I automate WAVE data ingestion and reduction for a knowledge base?▼

Automating WAVE data ingestion involves merging staged waves in a single-writer pass to ensure deduplication, cross-source conflict resolution, and consistency checks before knowledge base integration.

Do I need Python and MCP for WAVE data validation and conflict resolution?▼

Yes, you need Python and MCP for WAVE data validation and data manipulation. These dependencies are required to execute the consistency checks and conflict routing processes.

What is the best way to resolve cross-source conflicts during data ingestion?▼

The best way to resolve cross-source conflicts during data ingestion is to conduct a comprehensive Q&A and conflict audit across all sources, routing exceptions to a corrections register for human review.

How does a single-writer pass handle deduplication when merging staged ingestion waves?▼

A single-writer pass handles deduplication by systematically merging staged ingestion waves, updating standing documents with new information while maintaining data consistency and lineage tracking.

When should I route ingestion conflicts to a corrections register instead of auto-merging?▼

You should route ingestion conflicts to a corrections register when cross-source audit detects exceptions that require human review, ensuring data integrity before updating the knowledge base.

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