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Smart Code Search
作者
Brett Hammond
· GitHub ↗
· v1.0.2
· MIT-0
145
总下载
0
收藏
0
当前安装
3
版本数
在 OpenClaw 中安装
/install smart-code-search
功能描述
Search code and docs by meaning, not keywords. Powered by ColGREP/NextPlaid,
安全使用建议
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.
功能分析
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.
能力评估
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.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install smart-code-search - 安装完成后，直接呼叫该 Skill 的名称或使用
/smart-code-search触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
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.
元数据
常见问题
Smart Code Search 是什么？
Search code and docs by meaning, not keywords. Powered by ColGREP/NextPlaid,. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 145 次。
如何安装 Smart Code Search？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install smart-code-search」即可一键安装，无需额外配置。
Smart Code Search 是免费的吗？
是的，Smart Code Search 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Smart Code Search 支持哪些平台？
Smart Code Search 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Smart Code Search？
由 Brett Hammond（@brettmhammond）开发并维护，当前版本 v1.0.2。
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