ssot-search

Search a personal knowledge base with full-text and semantic ranking.

Updated Mar 26, 2026
One-click install
npx skills add https://github.com/fukukei23/claude-config --skill ssot-search
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ssot-search
Source: https://github.com/fukukei23/claude-config/tree/main/.claude/worktrees/make-song-analyze-song-bridge/skills/ssot-search
Command: npx skills add https://github.com/fukukei23/claude-config --skill ssot-search

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill solves the problem of locating relevant information buried inside a personal knowledge base by providing a focused search workflow for past decisions, notes, and technical records.

Core Features & Use Cases

  • Knowledge Base Search: Searches obsidian-ssot content using full-text retrieval and semantic reranking to find the most relevant entries.
  • Decision Retrieval: Helps locate previous architectural choices, configuration details, and historical solutions when users need context.
  • Use Case: A developer can ask to find the previous GLM proxy configuration decision and quickly receive the most relevant knowledge base references.

Quick Start

Ask the ssot-search skill to find the past decision or information you need from the SSOT knowledge base.

Frequently Asked Questions about ssot-search

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

FAQPage Schema
How do I search my Obsidian knowledge base for past architecture decisions?▼

To search an Obsidian knowledge base for past architecture decisions, this Skill uses full-text retrieval combined with semantic reranking to locate and return the most relevant stored technical notes and historical context.

Can I use semantic search to find specific configuration records in my technical notes?▼

You can use semantic search to find configuration records because the Skill applies sentence-transformers based retrieval to rank and extract specific technical details from stored documents.

What is the best way to retrieve historical context from a personal SSOT knowledge base?▼

The best way to retrieve historical context from an SSOT knowledge base is using a search workflow that applies ripgrep for full-text matching and semantic ranking to surface relevant past decisions.

Do I need ripgrep and sentence-transformers to perform a semantic search on my knowledge base?▼

Yes, performing semantic search on a knowledge base requires SSOT search tooling with ripgrep for full-text retrieval and sentence-transformers to process and rank the semantic relevance of stored documents.

How does semantic ranking improve knowledge base search results for technical notes?▼

Semantic ranking improves knowledge base search results by evaluating the contextual meaning of technical notes with sentence-transformers, ensuring that retrieved architecture decisions and configuration details match user intent rather than just keyword frequency.

Can I retrieve a previous GLM proxy configuration decision using full-text search?▼

You can retrieve a previous GLM proxy configuration decision by querying the knowledge base, which uses full-text search and semantic reranking to instantly find and return the specific historical reference.