# zjunlp/SkillNet

Create, Evaluate, and Connect AI Skills

Repository: https://github.com/zjunlp/SkillNet
Canonical: https://ross.abutalabs.com/products/skillnet
Homepage: http://skillnet.openkg.cn/
Language: Python
License: MIT
License Family: permissive
Topics: ai-agents, ai-skills, artificial-intelligence, knowledge-graph, large-language-models, natural-language-processing, openkg, skills, skillnet
Last push: 2026-08-20T11:55:57+00:00

## Health v2 (maintenance only)
Score: 60/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 98, release rhythm 35, longevity 16
- inputs: {"age_days": 235, "days_push": 13, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1249, forks 142 (observed 2026-08-28T04:04:07.892501+00:00)

## What it is
SkillNet is open infrastructure for discovering, evaluating, composing, and orchestrating reusable AI agent skills, treating skills as searchable, installable software assets. It ships as a Python SDK and CLI backed by a public skill library, with creation, evaluation, and orchestration features built on OpenAI-compatible endpoints and the Claude Agent SDK.

## Use cases
- find reusable skills for my AI agent
- download agent skills from a public library
- evaluate agent skills for safety and executability
- compose multiple agent skills for a scenario
- generate structured skills from repositories or documents
- orchestrate skill selection for a downstream agent

## When to choose
- you want to reuse existing agent skills instead of rebuilding capabilities
- you need to score or benchmark agent skills before deployment
- you want a searchable registry of AI skills with a Python SDK or CLI

## When to avoid
- you need a full end-to-end agent runtime rather than a skill infrastructure layer
- you require orchestration without access to an OpenAI-compatible endpoint or Claude Agent SDK gateway
- your project is not Python-based

## Facets
- artifact type: library
- maturity: active
- function: agent-framework, sdk, search-engine, cli, machine-learning
- domain: large-language-models, artificial-intelligence, developer-tools
- platform: python, cli, cross-platform
- tags: skill-discovery, skill-evaluation, skill-orchestration, knowledge-graph, openkg, agent-skills, skill-composition, ai-agents, natural-language-processing

## Member repositories
- zjunlp/SkillNet (main) score 60

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:04:07.892501+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T05:07:49.307347+00:00, confidence not recorded.
  - readme: https://github.com/zjunlp/SkillNet (fetched 2026-08-28T04:04:07.892501+00:00, sha 9e3f9c7f7613)
  - homepage: http://skillnet.openkg.cn/ (fetched 2026-08-29T12:18:57.067731+00:00, sha 309592dfb03d)
- Data as of 2026-08-30T08:39:29.467469+00:00.