refresh-embeddings-weekly
CommunityWeekly refresh and re-cluster embeddings, ensuring up-to-date insights.
Authordiptanshuagrawal
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automatically refreshes and re-clusters embeddings, ensuring the most up-to-date insights for the team's work context.
Core Features & Use Cases
- Embedding Refresh: Regularly refreshes embeddings to incorporate new information.
- Re-cluster: Redefines clusters based on updated embeddings for better categorization.
- In-session Finalize Labeling: Provides in-session labeling for new or relabeled clusters.
- Integrity Check: Validates the integrity of the topic briefs to ensure accurate data.
- Post Summary: Reports the embedding refresh process to a Slack channel for visibility.
Quick Start
Let the weekly scheduled task run for automatic refresh and re-cluster of embeddings.
Dependency Matrix
Required Modules
python
Components
scripts
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: refresh-embeddings-weekly Download link: https://github.com/diptanshuagrawal/synapse/archive/main.zip#refresh-embeddings-weekly Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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