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knowledge-article-system

Route knowledge-article content to calibrator or auditor based on input type.

Updated Mar 26, 2026
Search Tags:#workflow#writing#quality#orchestrator#auditor#calibrator#knowledge-article
One-click install
npx skills add https://github.com/Trree/ark-skills --skill knowledge-article-system
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: knowledge-article-system
Source: https://github.com/Trree/ark-skills/tree/main/skills/knowledge-article-system
Command: npx skills add https://github.com/Trree/ark-skills --skill knowledge-article-system

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This orchestrator routes knowledge-article content through its prewriting calibrator and postdraft auditor, aligning goals, structure, and judgment to improve clarity and defensibility.

Core Features & Use Cases

  • Orchestrates routing decisions between calibrator and auditor based on input (topic/outline vs. full draft).
  • Enables end-to-end production flow for knowledge articles covering AI, workflows, cognition, content systems, and judgment.
  • Use Case: A writer provides a topic and rough outline; this skill calibrates assumptions and then audits the draft to surface misbeliefs and strengthen judgment.

Quick Start

Provide a topic and either a rough outline or a full draft to initiate the calibration-and-audit flow.

Frequently Asked Questions about knowledge-article-system

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

FAQPage Schema
How do I calibrate and audit knowledge articles for better writing quality?▼

Knowledge article calibration involves routing your topic or outline through a prewriting phase to align goals, structure, and judgment. This process improves clarity and defensibility before you draft content about AI, workflows, and cognition.

When should I calibrate a knowledge article outline versus audit a full draft?▼

You should calibrate when providing a topic and rough outline to align assumptions early. You audit a full draft after writing to surface misbeliefs, strengthen judgment, and measure quality improvements end-to-end.

What is the best way to improve judgment and defensibility in workflow and cognition articles?▼

The best way to improve judgment and defensibility is applying an end-to-end calibration and audit flow. This approach routes content through prewriting calibration and postdraft evaluation to ensure consistent, judgment-oriented writing.

Can I use this routing orchestrator for articles about content systems and AI?▼

Yes, you can use this routing orchestrator for knowledge articles about AI, workflows, cognition, content systems, and judgment. It guides whether to calibrate from an outline or audit a full draft based on your input.

How do I start the knowledge article calibration and audit flow?▼

To start the knowledge article calibration and audit flow, provide a topic along with either a rough outline or a full draft. The orchestrator then routes your content to the appropriate calibrator or auditor to optimize quality.

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