Review Pi agent work, run visible tmux workers, and save evidence outside model context
Open workflow protocol for source-driven multi-agent coordination, handoffs, reviews, authority boundaries, and recoverable AI software delivery.
Simple Streamlit UI for OpenAI Swarm — enter your API key and start building multi-agent systems instantly
Scenario and composition layer for AoA: explicit playbooks for recurring operations, multi-step skill composition, handoffs, fallback paths, and validation posture.
AI-powered developer assistant using OpenAI Agents SDK + MCP servers. Routes questions to specialist agents that read your local code, search GitHub, and browse the web.
Handoffs, Context & Intent Engineering. Compliant to Autonomous Cognitive Entities Framework.
#RAG #Guardrails #VectorDB #Handoffs #MongoDB-with-AiAgent #OpenAi-SDK : Developed a query response system that utilizes Retrieval-Augmented Generation (RAG), database search, and generates personalized sales emails based on user queries
Persistent engineering study lab for reverse engineering, handoffs, audits, and maintainer-level understanding of the Tidy codebase.
Role OS — a multi-Claude operating system where 61 specialized roles execute work through contracts, conflict detection, escalation, and structured evidence. 10 team packs, 9 missions, specialist tier with certified local adapters.
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