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Library · Teams

Canonical AI Teams

Pick a job, see Verified / Untested counts, then choose a runtime implementation.

10 Teams · 70 implementations · Verified 3 · Untested 67 · Marketplace product pages stay separate.

Source on GitHub · registry.json

What is an AI Team? (labels & discovery)

What is an AI Team?

An AI Team is a group of AI agents, tools, or workflows organized to complete a job together. On BotShelf, each canonical AI Team is one job concept with multiple runtime implementations — not seventy separate Teams.

Frameworks and architectures use related labels. An AI Team may also show up as an AI agent team, agent team, multi-agent system, or multi-agent workflow when that architecture fits. Broader phrases like agentic workflow, agent orchestration, or AI workflow help discovery; they are related concepts, not automatic synonyms of AI Team.

Terminology varies by runtime. A CrewAI sketch can honestly be a multi-agent system; an Ollama prompt pack is usually a local AI agent / local workflow for the same Team job. We do not collapse Skills, Prompts, MCP packs, or marketplace Team product pages into this entity.

TeamEngineeringVerified 0Untested 7

Coding Review

Review a diff or file for bugs, risky paths, and missing tests — without auto-committing or running destructive commands.

7 implementations · crewai, langgraph, lm-studio, mcp, n8n, ollama, open-webui

Open team
TeamAnalyticsVerified 0Untested 7

Data Analysis

Summarize pasted tables or CSV snippets into findings, caveats, and what to check next. Analysis only.

7 implementations · crewai, langgraph, lm-studio, mcp, n8n, ollama, open-webui

Open team
TeamResearchVerified 1Untested 6

Deep Research

Turn a fuzzy question into a sourced research brief with open questions and next checks — not a final verdict.

7 implementations · crewai, langgraph, lm-studio, mcp, n8n, ollama, open-webui

Open team
TeamDocumentationVerified 0Untested 7

Doc Review

Review docs for clarity, broken promises, and missing prerequisites before publish.

7 implementations · crewai, langgraph, lm-studio, mcp, n8n, ollama, open-webui

Open team
TeamSalesVerified 0Untested 7

Lead Research

Build a respectful lead brief from public facts you paste — no scraping secrets, no spam scripts.

7 implementations · crewai, langgraph, lm-studio, mcp, n8n, ollama, open-webui

Open team
TeamOpsVerified 0Untested 7

Monitoring Check

Turn a status paste or log snippet into a short health note: what changed, severity, and a reversible next step.

7 implementations · crewai, langgraph, lm-studio, mcp, n8n, ollama, open-webui

Open team
TeamProductivityVerified 0Untested 7

Personal Assistant

Daily capture → prioritized plan with stop rules. Local-first; does not spend money or send mail alone.

7 implementations · crewai, langgraph, lm-studio, mcp, n8n, ollama, open-webui

Open team
TeamMarketingVerified 1Untested 6

SEO Brief

Produce a one-page SEO brief (intent, title options, outline, risks) from a keyword and URL context.

7 implementations · crewai, langgraph, lm-studio, mcp, n8n, ollama, open-webui

Open team
TeamSupportVerified 0Untested 7

Support Triage

Classify an inbound message, propose a first reply hold, and flag escalation — human sends.

7 implementations · crewai, langgraph, lm-studio, mcp, n8n, ollama, open-webui

Open team
TeamContentVerified 1Untested 6

Writing Draft

Draft a clear first pass from notes — then stop for human edit. No fake claims or invented metrics.

7 implementations · crewai, langgraph, lm-studio, mcp, n8n, ollama, open-webui

Open team

Library hub CrewAI AI Team sketches Marketplace Teams