← Back to Skills Marketplace
Smart Code Search
by
Brett Hammond
· GitHub ↗
· v1.0.2
· MIT-0
145
Downloads
0
Stars
0
Active Installs
3
Versions
Install in OpenClaw
/install smart-code-search
Description
Search code and docs by meaning, not keywords. Powered by ColGREP/NextPlaid,
Usage Guidance
This skill appears coherent for local semantic code search. Before installing: (1) verify the Homebrew tap formula source (lightonai/tap) and inspect the formula if possible; (2) run installs in a trusted environment or sandbox if you don't trust the binary source; (3) be aware ColGREP will read your project files and write an index to .colgrep/ (add it to .gitignore if you don't want it checked into VCS); (4) inspect or test the agent-integration commands (--install-*) to see what they modify before running them. If you need extra assurance, review the upstream project linked in the SKILL.md (LightOn repo/blog) and prefer installing from an upstream GitHub release or build from source.
Capability Analysis
Type: OpenClaw Skill
Name: smart-code-search
Version: 1.0.2
The 'smart-code-search' skill is a wrapper for the ColGREP utility by LightOn AI, providing semantic code search capabilities. It installs the 'colgrep' binary via a legitimate-looking Homebrew tap (lightonai/tap/colgrep) and operates locally on the user's codebase. The documentation and instructions in SKILL.md and references/advanced.md are consistent with the tool's stated purpose, and no evidence of data exfiltration, malicious execution, or harmful prompt injection was found.
Capability Assessment
Purpose & Capability
Name/description (semantic code search) match the declared requirement (colgrep) and the SKILL.md which documents installing and using ColGREP. Required binary and examples are proportionate to the stated goal.
Instruction Scope
Instructions are limited to installing ColGREP, indexing the project (writes an index to .colgrep/), and running searches. This implies reading most files under the project and writing a local index (expected for a search tool). The SKILL.md also documents agent-integration commands (e.g., --install-claude-code) which register the tool with agents — users should verify what those installer commands change before running them.
Install Mechanism
Install uses Homebrew formula lightonai/tap/colgrep, which is a reasonable packaging route. Because it is a third-party tap (lightonai/tap) rather than an official core formula, users should validate the tap/formula source before installing; otherwise the install mechanism is standard and proportionate.
Credentials
No environment variables, credentials, or unrelated config paths are requested. The tool operates on local files and stores its index under .colgrep/ in the project root, which is consistent with the described behavior.
Persistence & Privilege
The skill is not always-enabled and does not request elevated privileges. Its persistence is limited to the local index (.colgrep/) and optional agent integration commands; users should review what the agent integration commands change but the default privilege/persistence model is appropriate.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install smart-code-search - After installation, invoke the skill by name or use
/smart-code-search - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.2
- Simplified and clarified the description for improved readability.
- Emphasized key features: semantic search, local CPU, zero cost, privacy, and outperforming larger models.
- Made language in the description and triggers more concise.
- No code or functionality changes; documentation update only.
v1.0.1
- Updated installation instructions: removed deprecated shell installer, now only includes Homebrew setup.
- Simplified agent integration documentation for Claude Code, OpenCode, and Codex; steps are now clearly listed in a concise section.
- No changes to code or functionality; documentation only.
v1.0.0
Initial release of smart-code-search: semantic code and documentation search with ColGREP and NextPlaid.
- Enables fast, private, local semantic search over codebases, documents, and knowledge bases using a 17M parameter model.
- Outperforms models up to 8B parameters on MTEB Code and BrowseComp-Plus benchmarks.
- Supports search by natural language meaning, not just keywords or strings.
- Provides sub-second search with zero API or privacy cost.
- Integrates with coding agents for improved codebase awareness and navigation.
- Easy installation via Homebrew or shell script; simple indexing and usage workflow.
Metadata
Frequently Asked Questions
What is Smart Code Search?
Search code and docs by meaning, not keywords. Powered by ColGREP/NextPlaid,. It is an AI Agent Skill for Claude Code / OpenClaw, with 145 downloads so far.
How do I install Smart Code Search?
Run "/install smart-code-search" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Smart Code Search free?
Yes, Smart Code Search is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Smart Code Search support?
Smart Code Search is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Smart Code Search?
It is built and maintained by Brett Hammond (@brettmhammond); the current version is v1.0.2.
More Skills