17th-vanguard

Delegate codebase searches to GLM-4.7 via a background subagent.

Updated Jan 23, 2026
One-click install
npx skills add https://github.com/SeventeenthEarth/glm-worker-mcp --skill 17th-vanguard
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: 17th-vanguard
Source: https://github.com/SeventeenthEarth/glm-worker-mcp/tree/main/skills/17th-vanguard
Command: npx skills add https://github.com/SeventeenthEarth/glm-worker-mcp --skill 17th-vanguard

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill enables non-blocking, delegated codebase searches by outsourcing tasks to GLM-4.7 via a background subagent, freeing you to work on other tasks.

Core Features & Use Cases

  • Delegated codebase search: outsource complex searches to GLM-4.7 and receive results without blocking your workflow.
  • Code discovery: locate implementations, definitions, and architectural patterns across large codebases.
  • Use Case: When exploring unfamiliar projects or tracking down where a feature is implemented, without interrupting your work.

Quick Start

Use the Vanguard skill to initiate a non-blocking search of a code pattern across the repository. The task will delegate to GLM-4.7 in the background and notify you once results are verified.

Frequently Asked Questions about 17th-vanguard

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I run codebase searches without blocking my current workflow?▼

Codebase searches can run without blocking your workflow by delegating the task to GLM-4.7 via a background subagent, which executes the search and reports verified findings once complete.

What is delegated code exploration and how does it work?▼

Delegated code exploration outsources complex codebase searches to GLM-4.7. A background subagent locates implementations and architectural patterns, verifies results via content reads, and reports only confirmed findings.

Can I locate architectural patterns and definitions across large codebases in the background?▼

Yes, you can locate architectural patterns and definitions across large codebases by delegating the search task to GLM-4.7, which runs in the background and returns verified results without interrupting your work.

What's the best way to track down feature implementations in unfamiliar projects?▼

The best way to track down feature implementations in unfamiliar projects is delegating the search to GLM-4.7, which runs as a background subagent to locate definitions and reports verified findings asynchronously.

Does the GLM-4.7 delegated search return unverified results directly from the codebase?▼

No, the GLM-4.7 delegated search does not return unverified results. It verifies all search findings via content reads before reporting them back to you.