Skillzwave Logo
Skillzwave

skill-writer

52.9
C

Guide users through creating Agent Skills for Claude Code. Use when the user wants to create, write, author, or design a new Skill, or needs help with SKILL.md files, frontmatter, or skill structure.

Also in: github security markdown

Third-Party Agent Skill: Review the code before installing. Agent skills execute in your AI assistant's environment and can access your files. Learn more about security

Installation for Agentic Skill

View all platforms →
skilz install pytorch/pytorch/skill-writer
skilz install pytorch/pytorch/skill-writer --agent opencode
skilz install pytorch/pytorch/skill-writer --agent codex
skilz install pytorch/pytorch/skill-writer --agent gemini

First time? Install Skilz: pip install skilz

Works with 14 AI coding assistants

Cursor, Aider, Copilot, Windsurf, Qwen, Kimi, and more...

View All Agents
Download Agent Skill ZIP

Extract and copy to ~/.claude/skills/ then restart Claude Desktop

1. Clone the repository:
git clone https://github.com/pytorch/pytorch
2. Copy the agent skill directory:
cp -r pytorch/.claude/skills/skill-writer ~/.claude/skills/

Need detailed installation help? Check our platform-specific guides:

Related Agentic Skills

agent-identifier

by anthropics

This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description",...

54
javascript
Marketplace
+github+networking

skill-development

by anthropics

This skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill", "improve skill description", "organiz...

54
javascript
Marketplace
+github+networking

frontend-design

by anthropics

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, a...

54
TECHjavascript
Marketplace
+pdf+ci cd

web-artifacts-builder

by anthropics

Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui...

54
TECHjavascript
Marketplace
+terraform

Agentic Skill Details

Repository
pytorch
Type
Non-Technical
Meta-Domain
development
Primary Domain
javascript
Market Score
52.9

Agent Skill Grade

C
Score: 76/100 Click to see breakdown

Score Breakdown

Spec Compliance
12/15
PDA Architecture
17/30
Ease of Use
21/25
Writing Style
0/10
Utility
16/20
Modifiers: +3

Areas to Improve

  • 386 lines in single file while advocating multi-file approach
  • 386-line file with no TOC makes navigation difficult
  • Validation checklist (Step 8) duplicates content in final Validation checklist section

Recommendations

  • Focus on improving Pda (currently 17/30)
  • Address 1 high-severity issues first
  • Add trigger phrases to description for discoverability

Graded: 1/5/2026

Developer Feedback

Grade Report

Score: 76/100 | Grade: C

Hey there!

Interesting project! This skill addresses a real need in the Claude Code ecosystem.

How does this compare?

Full Report

Click to expand detailed breakdown

Scores by Pillar

Pillar Score Max
Spec Compliance 12 15
PDA 17 30
Ease of Use 21 25
Writing Style 7 10
Utility 16 20

See Your Skill on SkillzWave

View on skillzwave.ai

Report Security Issue

Found a security vulnerability in this agent skill?