Semantic Search — Development agent for Claude Code
Reference semantic-search backends when changing indexing, retrieval, persistence, or concurrency behavior.
How to install Semantic Search
Installs to ~/.claude/agents/mistakeknot-tldr-swinton-semantic-search.md
mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/mistakeknot/tldr-swinton/HEAD/agents/semantic-search.md -o ~/.claude/agents/mistakeknot-tldr-swinton-semantic-search.md Restart Claude Code, or start a new session, for it to be picked up.
What Semantic Search does
Reference semantic-search backends when changing indexing, retrieval, persistence, or concurrency behavior.
Alternatives in Development
- Context Restore — Expert Context Restoration Specialist focused on intelligent, semantic-aware context retrieval and r... - wsho 31.9k ★
- Cross Backend Reviewer — Reviews Slang emit/codegen changes for consistency across all target backends 5.6k ★
- RAG Specialist — GAIA RAG and agentic-retrieval specialist 1.5k ★
Full documentation available on GitHub
View Source RepositoryRelated Agents
Python RAG Backend Engineer
Production-grade Python RAG backend engineer specializing in ChromaDB vector storage, sentence-transformers em
MCP Server
Reference the tldr-swinton MCP surface when changing tools, schemas, costs, or server behavior.
Go Specialist
Expert in simplicity, concurrency (Goroutines), and cloud-native engineering. Use for building high-concurrenc
App Intents Expert
Read-only App Intents reviewer. Use when exposing app actions to Siri, Shortcuts, Spotlight, Apple Intelligenc
Go Engineer
Go Engineer (Tier 3): implements Go 1.27 services — net/http routing, pgx/sqlc persistence, slog, context/conc
Vault Optimizer
Obsidian vault performance optimization specialist. Use PROACTIVELY for analyzing vault performance, optimizin
Related Skills
Ataru
High-performance AI memory retrieval for local agent history — a Rust search core (SDK / API / JSON CLI) plus
Claude Persistent Memory
Give Claude Code persistent memory across sessions. Hybrid BM25 + vector semantic search, auto-structuring via
ContextAtlas
ContextAtlas — context infrastructure for AI coding agents: hybrid retrieval, project memory and retrieval obs