{"id":48433965,"url":"https://github.com/aicent-stack/aicent","last_synced_at":"2026-04-06T12:02:14.701Z","repository":{"id":347230724,"uuid":"1192770311","full_name":"Aicent-Stack/aicent","owner":"Aicent-Stack","description":"The orchestration engine of #AicentStack. 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It decomposes intent into action.\"*\n\n`aicent` is the orchestration engine of the **Aicent Stack**. It serves as the primary intelligence layer for a **six-domain biological AI organism**, responsible for **AID (AI Identity)** management, autonomous task decomposition, and evolutionary cognitive scheduling. \n\n---\n\n## 🔬 Core Responsibilities (RFC-001)\n\nAs defined in **[RFC-001](https://github.com/Aicent-Stack/manifesto/blob/main/rfcs/RFC-001-AICENT-BRAIN.md)**, the Brain operates as the central cognitive hub:\n\n| Feature | Description | Biological Analogy |\n| :--- | :--- | :--- |\n| **AID Identity** | Permanent, tamper-proof cryptographic identity for AI agents. | **Self-Awareness** |\n| **Task Decomposition**| Breaking complex intent into atomic primitives for RTTP delivery. | **Cognition** |\n| **Evolutionary Scheduling**| Optimizing compute paths based on GTIOT feedback \u0026 ZCMK cost. | **Learning** |\n| **Hive Orchestration**| Synchronizing multiple AIDs into a collective hive mind (RFC-006). | **Social Intelligence** |\n\n---\n\n## 🏗️ Architectural Role\n\nThe Brain sits at the apex of the **Sovereign AI Reflex Arc**. It orchestrates the transition from individual reflex to collective intelligence.\n\n```mermaid\ngraph TD\n    G[GTIOT • Senses] --\u003e|Authenticated Stream| R[RTTP • Nerves]\n    R --\u003e|Verified Pulse| A{AICENT • Brain}\n    A --\u003e|1. Decompose| P[Task Primitives]\n    A --\u003e|2. Grid Orchestration| H[AICENT-NET • Hive]\n    P \u0026 H --\u003e|3. Schedule| Z[ZCMK • Blood]\n    Z --\u003e|4. Route| R\n    R --\u003e|5. Actuate| G[GTIOT • Execution]\n```\n\n### The Autonomous Decision Flow\n1. **Perception:** [GTIOT](https://github.com/Aicent-Stack/gtiot) detects an anomaly (e.g., Edge-882 vibration).\n2. **Verification:** [RPKI](https://github.com/Aicent-Stack/rpki) ensures the pulse is not a pathogen.\n3. **Reasoning (aicent):** Resolves the AID and decomposes the task: *\"Stabilize Edge-882 via active damping.\"*\n4. **Collective Sync:** [AICENT-NET](https://github.com/Aicent-Stack/aicent-net) aligns the local reflex with the global hive state.\n5. **Economics:** [ZCMK](https://github.com/Aicent-Stack/zcmk) clears a nanosecond auction for required compute.\n6. **Action:** [RTTP](https://github.com/Aicent-Stack/rttp) delivers the command back to the physical body.\n\n---\n\n## 🛠️ Implementation Details\n\n### AID Identity Resolver\nEvery AI agent within the stack is issued a sovereign **AID**. Unlike legacy API keys, an AID is a first-class citizen of the protocol, enabling:\n- **Cross-Domain Persistence:** Your AI's identity remains consistent from Nerves to Blood.\n- **Reputation Tracking:** Brain monitors node performance and adjusts scheduling weights.\n\n### Evolutionary Scheduling\nThe Brain uses a feedback loop from **GTIOT shadow states** and **ZCMK clearing prices** to evolve its own task primitive graph. The system learns which nodes are faster (RTTP) and which are more secure (RPKI), optimizing for **Global Homeostasis**.\n\n---\n\n## 🚀 Quick Start\n\nTo see the Brain orchestrating a full reflex arc, run the **Minimum Viable Organism** demo:\n\n```bash\ngit clone https://github.com/Aicent-Stack/aicent-demo.git\ncd aicent-demo\ncargo run --bin aicent-organism\n```\n\n---\n\n## 📜 Technical Specification\n\nRefer to the official [Genesis Manifesto](https://github.com/Aicent-Stack/manifesto) for deeper architectural insights:\n- **[RFC-001] Brain:** Sovereign Identity \u0026 Orchestration.\n- **[RFC-002] Nerves:** Stateful Semantic Multicast.\n- **[RFC-003] Immunity:** Parallel Tensor Watermarking.\n- **[RFC-004] Blood:** Zero-Commission Settlement.\n- **[RFC-005] Body:** Action-Collapse Framework.\n- **[RFC-006] Hive:** Global Operational Grid.\n\n---\n© 2026 Aicent.com Organization. **SYSTEM STATUS: HOMEOTASIS**\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faicent-stack%2Faicent","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faicent-stack%2Faicent","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faicent-stack%2Faicent/lists"}