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.