skills.rest
lightonailightonaiOfficial·2 Agent Skills Included

next-plaid

Semantic code search and multi-vector retrieval for AI coding agents

Finds code by meaning instead of exact keywords, combining regex filtering with semantic ranking in one local CLI. Eliminates slow manual grepping and missed matches when you only know what the code does, not its exact text. Runs fully offline so your code never leaves your machine, and plugs directly into Claude Code, Codex, and other agents. Includes a multi-vector database with a REST API for building custom retrieval workloads.
527|61
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npx skills add lightonai/next-plaid --all -g -y

All Skills in This Repository (2)

Pure Emerald Level Indicators
📦 In Repo
lightonailightonai

colgrep

Search code repositories by intent with semantic retrieval and regex filtering.

Official
Advanced
📦 In Repo
lightonailightonai

Semantic Code Search

Locate source code by semantic intent with regex and file filters.

Official
Intermediate

Frequently Asked Questions

FAQPage Schema
How to install NextPlaid?▼

Run `npx skills add lightonai/next-plaid --all -g -y` in your terminal to install all skills in this suite globally.

How to search code by meaning instead of keywords?▼

Use the colgrep command with a plain-English query like `colgrep "database connection pooling"` and it returns the most relevant functions ranked by meaning.

Does ColGREP work with Claude Code and other AI agents?▼

Yes. It ships with one-command installers for Claude Code, Codex, OpenCode, and Hermes, and hooks that redirect agent searches to colgrep automatically.

Does my code leave my machine when using ColGREP?▼

No. Everything runs locally as a single Rust binary with the embedding model on your CPU, so your code is never sent to any server.

Can I combine regex with semantic search?▼

Yes. Use the -e flag to pre-filter with a text pattern or regex while the semantic query ranks the matching results.

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