skillfabric-ai

SkillFabric helps Claude Code and Codex choose Skills from a local library of native SKILL.md files. Build the library once, route each task through a focused Task Wiki, and receive a small set of Skills with source evidence.

Install

python -m pip install "skillfabric-ai[claude]"

Add the Codex Explorer when needed:

python -m pip install "skillfabric-ai[codex]"

Quick Start

Create a private .env file with an LLM and embedding configuration, then run:

skillfabric build --skill-root ./skills --workspace .skillfabric --env-file .env
skillfabric route "Analyze the dataset and prepare a presentation"

Builds reuse unchanged contracts, embeddings, and relation judgments when the Skill library is updated. Add --json when another program consumes the result.

Python API

from skillfabric import SkillFabric

fabric = SkillFabric(workspace=".skillfabric", env_file=".env")
fabric.build("./skills")
route = fabric.route("Analyze the dataset and prepare a presentation")
print([skill.skill_id for skill in route.selected_skills])

The full project documentation and Claude Code plugin are available at:

https://github.com/zjunlp/SkillNet-Fabric