oc-team-builderDiscover, compose, and activate specialist teams from 3 rosters — OpenClaw Core (CEO/Artist), Agency Division (55+ specialists), and Research Lab (autonomous...
Install via ClawdBot CLI:
clawdbot install joeszeles/oc-team-builderGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/karpathy/autoresearchAudited Apr 17, 2026 · audit v1.0
Generated Mar 22, 2026
A marketing agency uses the Team Builder to compose a team of Content Creator, Image Prompt Engineer, and Social Media specialist to generate and schedule social media posts. The planner proposes a sprint team, and the reviewer validates engagement metrics and brand consistency.
A tech startup employs the Research Lab to run autonomous experiments on LLM training optimizations using autoresearch. The AI Engineer and Research Lab collaborate to iterate on models, with the Evidence Collector validating performance improvements in a continuous loop.
A mobile app development company uses the Team Builder to assemble a team of UI Designer, UX Architect, and Evidence Collector. They design user interfaces, conduct usability tests, and validate designs against accessibility criteria before deployment.
A data analytics firm leverages the Team Builder to create a team of Data Analytics specialist, AI Engineer, and Research Lab. They set up experiment loops to analyze large datasets, optimize algorithms, and generate insights with automated validation from the Reality Checker.
An e-commerce company uses the Team Builder to orchestrate a full product launch with CEO, Engineering, Design, Marketing, and Testing divisions. The planner proposes an optimal team structure, and the reviewer ensures all deliverables meet launch criteria across multiple passes.
Offer the Team Builder as a cloud-based SaaS platform where businesses pay a monthly fee per user to access specialist teams and automated workflows. Revenue comes from tiered subscriptions based on team size and feature access, with add-ons for premium support.
Provide consulting services to help enterprises integrate the Team Builder into their existing workflows, with revenue from project-based fees. This includes custom team compositions, training sessions, and ongoing maintenance contracts for large organizations.
Deploy a free version with basic team composition and review features, while charging for advanced capabilities like autonomous research loops, priority support, and integration with third-party tools. Revenue is generated through upgrades and enterprise licenses.
💬 Integration Tip
Start by using the roster.sh script to explore available specialists, then integrate plan.sh into existing project management tools to automate team proposals based on task descriptions.
Scored Apr 19, 2026
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