kb-lifecycle

Orchestrates knowledge base lifecycle via Pyrite CLI and Claude subagents.

3|Updated Feb 23, 2026
One-click install
npx skills add https://github.com/markramm/pyrite --skill kb-lifecycle
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: kb-lifecycle
Source: https://github.com/markramm/pyrite/tree/main/.claude/skills/kb-lifecycle
Command: npx skills add https://github.com/markramm/pyrite --skill kb-lifecycle

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Orchestrates the end-to-end lifecycle of knowledge bases by coordinating creation, population, QA, gap research, and cross-KB linking using Pyrite CLI and Claude Code subagents, ensuring repeatable, high-quality knowledge graphs.

Core Features & Use Cases

  • Provides a phased workflow that guides KB creation, population, QA, gap research, and cross-KB linking.
  • Enables provenance, versioning, and reproducibility for discipline-spanning knowledge bases.
  • Supports orchestration with Pyrite CLI and Claude Code subagents to scale complex knowledge projects.

Quick Start

Describe the KB you want to build and start the kb-lifecycle workflow with Pyrite CLI and Claude Code subagents.

Frequently Asked Questions about kb-lifecycle

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

FAQPage Schema
How do I orchestrate the end-to-end lifecycle of a knowledge base?

You can orchestrate a knowledge base lifecycle by coordinating creation, population, QA, gap research, and cross-KB linking through a phased workflow using Pyrite CLI and Claude Code subagents to ensure repeatable, high-quality knowledge graphs.

What is cross-KB linking and how does it work with knowledge bases?

Cross-KB linking connects multiple knowledge bases to map relationships across disciplines. It works by using structured discovery and audit trails during the gap research phase to identify and bridge missing connections between separate knowledge graphs.

How do I enforce schema validation and provenance when building knowledge bases?

You enforce schema validation by applying rigorous kb.yaml schemas during the setup phase. This structured approach ensures provenance, versioning, and reproducibility are maintained throughout the population and QA processes.

Can I use Claude Code subagents for gap research in enterprise knowledge management?

Yes, Claude Code subagents support gap research for enterprise knowledge management by scaling complex knowledge projects. They apply multi-layer QA and structured discovery to identify missing information across legacy documentation and research data.

What is the best way to maintain audit trails during knowledge base population?

The best way to maintain audit trails is using an integrated toolchain with Pyrite CLI that enforces structured discovery and versioning at every phase. This ensures reproducible population and multi-layer QA tracking for your knowledge base.

Do I need Pyrite CLI to manage multi-layer QA for research knowledge bases?

Yes, Pyrite CLI is required to coordinate multi-layer QA and gap analysis. It enforces the rigorous kb.yaml schemas and audit trails necessary to maintain high-quality, disciplined research knowledge bases throughout their lifecycle.