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

metaskills/experts

Experts.js is the easiest way to create and deploy OpenAI's Assistants and link them together as Tools to create advanced Multi AI Agent Systems with expanded memory and attention to detail. observed · 2026-08-28

github.com/metaskills/experts · homepage · JavaScript · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

24/100

  • Activity 0
  • Release rhythm 35
  • Longevity 61

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: 863
  • days_rel: n/a
  • days_push: 723
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1065 stars · 62 forks observed · 2026-08-28

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

Experts.js is a JavaScript library that simplifies creating and deploying OpenAI Assistants via the Assistants API, hiding Run object management behind a simple Assistant/Thread/Tool API. It lets assistants be linked together as tools to build multi AI agent systems with expanded memory, file search via Vector Stores, and up to 128 tools per assistant.

Use cases

  • build multi AI agent systems with OpenAI assistants
  • create a panel of experts where assistants call other assistants as tools
  • simplify OpenAI Assistants API run management in Node.js
  • add file search over documents to an AI assistant
  • orchestrate specialized LLM-backed tools for complex workflows

When to choose

  • you want a simple, opinionated wrapper around OpenAI's Assistants API
  • you need to compose multiple specialized LLM agents into one system
  • you want built-in thread memory and vector-store file search without managing runs

When to avoid

  • you use a provider other than OpenAI
  • you need full low-level control over the Assistants API
  • you need a framework-agnostic or non-JavaScript solution

Facets

library · maturity active

agent-framework llm-inference rag artificial-intelligence large-language-models developer-tools openai-assistants-api multi-agent-systems panel-of-experts gpt-4o vector-store file-search ai-agents nodejs javascript

4 sources

Member repositories

RepositoryRoleHealth v2
metaskills/expertsmain24

For agents

markdown · JSON · MCP: product_card(name="metaskills/experts")

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