knowledge-curation-skill

Route deduplicated knowledge into internal reference and skill files.

146|30|Updated Mar 7, 2026
One-click install
npx skills add https://github.com/Supreme-Ultimate/novel-to-script-team --skill knowledge-curation-skill
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: knowledge-curation-skill
Source: https://github.com/Supreme-Ultimate/novel-to-script-team/tree/main/skills/knowledge-curation-skill
Command: npx skills add https://github.com/Supreme-Ultimate/novel-to-script-team --skill knowledge-curation-skill

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill turns scattered source material into a clean, auditable internal knowledge system by deduplicating content, deciding where each idea belongs, and updating the right team documents without losing traceability.

Core Features & Use Cases

  • Knowledge Intake and Deduplication: Reviews incoming files, extracts core ideas, and rejects or routes content that is redundant, irrelevant, or unsafe to absorb.
  • Routing and Integration: Determines whether knowledge belongs in references, skills, or source archives, then updates the appropriate destination with a clear integration plan.
  • Operational Guardrails: Enforces mandatory intake checks, file-size limits, overlap checks, checkpoint reporting, and post-edit verification for large batch curation jobs.
  • Use Case: Use it when a team receives a batch of notes, research snippets, or draft methodology and needs them standardized into maintainable internal knowledge assets.

Quick Start

Ask this skill to review the pending knowledge files, apply the required intake checks, and route each item into the correct internal knowledge location with a verified update plan.

Frequently Asked Questions about knowledge-curation-skill

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

FAQPage Schema
How do I deduplicate and organize scattered notes into a team knowledge base?

Batch ingestion for knowledge curation involves reviewing incoming files, applying five-question intake checks, and validating file sizes. It safely processes large volumes of research snippets by rejecting redundant or irrelevant content before routing the remaining data.

What is the best way to route incoming research snippets into internal reference files?

The best way to route incoming research snippets into internal reference files is to classify each item during intake. Determine whether the knowledge belongs in references, skills, or source archives, then generate a verified update plan for the appropriate destination.

Can I use automated classification for repository maintenance of team knowledge bases?

Yes, you can use automated classification for repository maintenance of team knowledge bases. It enforces operational guardrails like checkpoint reporting and post-edit verification to safely integrate new information while preventing the accumulation of duplicate or conflicting entries.

What are the limitations of batch ingestion when curating internal knowledge?

Limitations of batch ingestion include strict file-size validation limits and mandatory five-question intake checks. Content that fails overlap detection or is deemed irrelevant and unsafe will be rejected, which may require manual review before integration into the knowledge base.