How do I install the Windags Graft skill?

Run npx skillmds@latest add curiositech/windags-graft in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Windags Graft safe to use?

SkillMD's automated safety review verdict for this skill is PASS. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. Capability flags: docs only. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Windags Graft?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Windags Graft free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Windags Graft?

curiositech (@curiositech) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Windags Graft by curiositech — Agent Skill

Name: Windags Graft
Rating: 4.2 (5 reviews)
Author: curiositech

Windags Graft

When tackling a task that requires domain expertise beyond general coding ability — architecture patterns, framework-specific gotchas, deployment strategies, security anti-patterns, or specialized workflows — call the windags_skill_graft MCP tool with your task description. You'll receive expert knowledge including decision trees, failure modes, worked examples, and anti-patterns from a library of 503+ curated skills. Only graft when the task genuinely requires specialized knowledge. Simple tasks (rename a variable, fix a typo, format code) do not need grafting.

curiositech Updated Aug 19, 2026 10 repo stars

File contents

Skill Grafting

Call windags_skill_graft when your task requires domain expertise you don't have in context.

When to Graft

Architecture decisions (caching strategies, API design, database schema)
Framework-specific work (React Server Components, SwiftUI data flow, Terraform modules)
DevOps and deployment (Docker multi-stage builds, Kubernetes manifests, CI/CD pipelines)
Security implementation (OAuth flows, RBAC, encryption patterns)
Specialized domains (data pipelines, ML model serving, real-time collaboration)

When NOT to Graft

Simple code changes (rename, format, delete unused code)
Tasks you can complete confidently from general knowledge
When you've already grafted skills for this task

How to Use

Call windags_skill_graft with a clear task description and count (usually 2)
Read the returned skill bodies — they contain decision trees, failure modes, and worked examples
Check the referenceSummaries — these summarize deeper material available via windags_skill_reference
If you need the full content of a reference, call windags_skill_reference(skillId, path)
Apply the skill's quality gates to validate your work

Frequently asked questions