Ross ROSS = Recommend OSS · open-source software intelligence for agents

zjunlp/SkillNet

Create, Evaluate, and Connect AI Skills observed · 2026-08-28

github.com/zjunlp/SkillNet · homepage · Python · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

60/100

  • Activity 98
  • Release rhythm 35
  • Longevity 16

Flags: no_releases

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 235
  • days_rel: n/a
  • days_push: 13
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1249 stars · 142 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

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

library · maturity active

agent-framework sdk search-engine cli machine-learning large-language-models artificial-intelligence developer-tools python cli cross-platform skill-discovery skill-evaluation skill-orchestration knowledge-graph openkg agent-skills skill-composition ai-agents natural-language-processing

2 sources

Member repositories

RepositoryRoleHealth v2
zjunlp/SkillNetmain60

For agents

markdown · JSON · MCP: product_card(name="zjunlp/SkillNet")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem