Resource Recommendation: Beacon Plugin

[sagarmk]

Display Name

Beacon

Category

Agent Skills

Sub-Category

General

Primary Link

https://github.com/sagarmk/beacon-plugin

Author Name

Sagar MK

Author Link

https://github.com/sagarmk

License

MIT

Description

Semantic code search plugin for Claude Code that combines embedding-based vector similarity with BM25 keyword matching and identifier boosting. Indexes codebases locally via Ollama using models like nomic-embed-text, stores everything in a single SQLite file with sqlite-vec for vectors and FTS5 for full-text search. Auto-syncs the index via Claude Code lifecycle hooks so it stays current as files change.

Validate Claims

Install via claude plugin marketplace add sagarmk/Claude-Code-Beacon-Plugin, run with Ollama locally, search any codebase semantically. Benchmarks show ~98% retrieval accuracy across mixed language codebases.

Specific Tasks

Semantic code search, finding related code by concept rather than string matching, reducing context pollution in agentic coding workflows.

[hesreallyhim]

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