How do I install the Skippy Model Package skill?

Run npx skillmds@latest add mesh-llm/skippy-model-package 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 Skippy Model Package safe to use?

This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Skippy Model Package?

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 Skippy Model Package free to use?

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

Who published Skippy Model Package?

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

Skippy Model Package by mesh-llm — Agent Skill

Name: Skippy Model Package
Author: mesh-llm

Skippy Model Package

Use this skill when inspecting GGUF models, planning layer ranges, generating or validating skippy package artifacts, fake packages for direct GGUFs, materialized stage cache behavior, or GGUF writer integration.

mesh-llm 87da4b9 1.8 KB Updated Sep 17, 2026

File contents

skippy-model-package

Use this skill for model inspection, package planning, stage materialization, and cache behavior.

Ownership

Rust owns package manifests, topology planning inputs, cache policy, and mesh model-storage integration. The patched llama/skippy ABI owns GGUF tensor inspection and GGUF artifact writing.

The native package ABI is declared in include/skippy/model_package.h and implemented in src/skippy/model_package.cpp. Keep model inspection, tensor filtering, metadata copying, and package writing in that module; do not grow src/skippy.cpp with package behavior.

Direct GGUF loading in mesh should materialize as a fake package identity in the skippy runtime so the split-serving path can use the same package-backed stage machinery as Hugging Face packages.

Commands

Check current package names before running commands:

cargo metadata --no-deps --format-version 1 | jq -r '.packages[].name' | sort

Useful current checks in this repo:

cargo test -p skippy-runtime --lib
cargo test -p skippy-topology --lib
cargo test -p mesh-llm-host-runtime --lib inference::skippy

For a published layer package, prefer package-local diagnostics before a live split smoke:

cargo test -p skippy-model-package --bin skippy-model-package
skippy-model-package preflight <package-dir> --stages 2

Cache Policy

Materialized stages are derived cache. Model storage commands may evict materialized stage artifacts without deleting the source model/package. Preserve pinned materialized artifacts unless the command explicitly asks for a stronger cleanup.

Frequently asked questions