classify

Classify knowledge entries by ID, batch, or inbox and manage review routing.

24|9|Updated Mar 22, 2026

Search Tags:#mcp #knowledge-management #batch-processing #classify #review-queue #distillery #entry-classification

Ready to run

npx skills add https://github.com/norrietaylor/distillery --skill classify-norrietaylor

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: classify
Source: https://github.com/norrietaylor/distillery/tree/main/skills/classify
Command: npx skills add https://github.com/norrietaylor/distillery --skill classify-norrietaylor

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Classify knowledge entries by type and manage the manual review queue to streamline content governance, triage, and routing.

Core Features & Use Cases

Classify entries by ID, batch, or inbox with detailed filters
Manage a manual review queue and resolve classifications
Integrate with distillery_get, distillery_list, distillery_classify, and distillery_resolve_review for end-to-end lifecycle

Quick Start

Classify a specific entry by ID or run batch/inbox classification and triage the review queue.

Frequently Asked Questions about classify

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

FAQPage Schema

How do I automate semantic classification for knowledge management entries?▼

Automated semantic classification for knowledge management entries applies supported modes to individual IDs, inbox batches, or filtered batches. It coordinates automated tagging and routes review-worthy items to a manual review queue for triage.

What is a manual review queue and how does triage work for classified content?▼

A manual review queue triages content governance by routing review-worthy items after semantic classification. You resolve classifications manually to streamline content routing and ensure accurate entry categorization across batches.

Can I classify knowledge entries in batch processing workflows?▼

Batch processing workflows support classifying knowledge entries by inbox batches or filtered batches. You run automated classification across multiple entries simultaneously and generate result reporting for the entire batch.

How do I resolve classifications in a review queue?▼

Resolve classifications in a review queue by implementing distillery_resolve_review with proper error handling. This manages manual review routing and clears items from the queue after content governance verification.

Does knowledge classification work with distillery_get and distillery_list for end-to-end lifecycle?▼

Knowledge classification integrates with distillery_get, distillery_list, distillery_classify, and distillery_resolve_review to support end-to-end lifecycle management. This combination enables retrieval, listing, classification, and review resolution with error handling.

What are the limitations of automated entry classification for content governance?▼

Automated entry classification limitations include requiring error handling for failed operations and routing uncertain items to a manual review queue. Complex semantic entries may need manual triage rather than fully automated processing.