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gaurangrshah
gaurangrshahCOMMUNITY
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curate

Normalizes tags, detects duplicates, and organizes knowledge-base entries for workflows.

Updated Dec 13, 2025
Search Tags:#curation#memory#knowledge-base#duplicate-detection#topic-indexing#tag-normalization
One-click install
npx skills add https://github.com/gaurangrshah/gsc-plugins --skill curate-gaurangrshah
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: curate
Source: https://github.com/gaurangrshah/gsc-plugins/tree/main/plugins/worklog/skills/curate
Command: npx skills add https://github.com/gaurangrshah/gsc-plugins --skill curate-gaurangrshah

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

On-demand curation of the worklog knowledge base to maintain quality and organization.

Core Features & Use Cases

  • Topic indexing: Create and link entries to topics to improve retrieval.
  • Duplicate detection: Scan for duplicates and recommend merges or dismissals.
  • Orphan management: Identify unlinked memories and knowledge-base entries for action.
  • Tag normalization: Normalize and standardize tags to ensure consistency.

Quick Start

Start by auditing topics and memories to improve knowledge-base quality.

Frequently Asked Questions about curate

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

FAQPage Schema
How do I normalize tags and find duplicates in my knowledge base?▼

Knowledge-base curation normalizes tags by standardizing inconsistent labels and scans memory databases to detect duplicates, recommending merges or dismissals to maintain organized, retrievable data.

What is the best way to index topics and manage orphaned memories in a knowledge base?▼

Topic indexing creates and links entries to relevant topics to improve retrieval, while orphan management identifies unlinked memories and knowledge-base entries so you can properly categorize or remove them.

How does duplicate detection work when curating a memory database?▼

Duplicate detection scans the memory database to identify redundant entries, then recommends merges or dismissals to consolidate overlapping knowledge and reduce clutter without losing critical context.

Do I need the Worklog plugin to curate memory databases?▼

Yes, this curation process is applied to memory databases used by the Worklog plugin, utilizing MCP tools like query_table and create_topic to automate topic indexing and record curation runs.

How do I record curation results after normalizing tags and indexing topics?▼

You can record curation results using the log_curation_run MCP tool, which logs the outcomes of tag normalization, duplicate detection, and orphan management actions applied to the knowledge base.

Can I automate on-demand curation workflows end-to-end?▼

Yes, the curation process supports end-to-end workflows by integrating with MCP tools to query tables, create topics, add entries, and log results, fully automating on-demand knowledge-base maintenance.

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