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SeventeenthEarth
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17th-make-triager

Delegate Makefile target execution to a GLM worker and generate structured failure reports.

Updated Jan 23, 2026
Search Tags:#automation#CI/CD#reporting#make#triage#GLM
One-click install
npx skills add https://github.com/SeventeenthEarth/glm-worker-mcp --skill 17th-make-triager
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: 17th-make-triager
Source: https://github.com/SeventeenthEarth/glm-worker-mcp/tree/main/skills/17th-make-triager
Command: npx skills add https://github.com/SeventeenthEarth/glm-worker-mcp --skill 17th-make-triager

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Manually executing Makefile targets and diagnosing failures is time-consuming and error-prone. This skill delegates Makefile targets to a GLM worker, which runs the command, analyzes the output, and produces a structured failure or success report.

Core Features & Use Cases

  • Delegated execution: Runs make targets via the GLM worker to ensure deterministic results.
  • Automated triage: Collects, categorizes, and summarizes failures to identify root causes.
  • Report generation: Writes a detailed report to the .kkachi/{branch_name}/completed/ directory for review.

Quick Start

Use the 17th-make-triager skill to triage a Makefile target such as make test, delegation to GLM, and produce a report at .kkachi/{branch_name}/completed/make-triager-{epoch_timestamp}.md.

Frequently Asked Questions about 17th-make-triager

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

FAQPage Schema
How do I automate Makefile target triage for test, lint, and build failures?▼

Makefile target triage is automated by delegating execution to a GLM worker, which runs targets like make test, make lint, or make build, analyzes the output, and produces a structured failure or success report.

What does automated Makefile failure analysis report contain?▼

Automated Makefile failure analysis reports contain collected, categorized, and summarized failures that identify root causes, written as detailed Markdown files to the .kkachi/{branch_name}/completed/ directory for review.

Can I use a GLM worker to run make test and get deterministic results?▼

Yes, you can use a GLM worker to run make test and get deterministic results. The skill enforces glm-worker MCP configuration to delegate Makefile target execution and ensure consistent, structured outcomes.

Do I need glm-worker MCP configuration to delegate Makefile targets?▼

Yes, glm-worker MCP configuration is required to delegate Makefile targets. The skill enforces this setup to ensure the GLM worker can execute commands and return deterministic results.

Where are Makefile triage reports saved after delegated execution?▼

Makefile triage reports are saved to the .kkachi/{branch_name}/completed/ directory. The report file is named make-triager-{epoch_timestamp}.md and contains the detailed outcome or failure analysis.

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