agentic-control-kernellisted

Unifying control-systems metalayer for LLM-as-controller agent development. Bootstrap any repository with typed plant/action/trace schemas, safety shield conventions, multi-rate loop hierarchy, EGRI-compatible evaluator interfaces, and the full consciousness stack (governance + knowledge graph + episodic memory). Use when: (1) setting up agentic control primitives in a new or existing project, (2) designing LLM-as-controller architectures with safety shields and typed directives, (3) wiring EGRI/autoany loops for controller or artifact improvement, (4) bootstrapping the consciousness stack (control-metalayer + knowledge-graph + conversation bridge), (5) integrating symphony-style orchestration patterns, (6) defining plant interfaces, state estimators, or world models for agent-controlled systems, (7) user says "control kernel", "agentic control", "safety shield", "plant interface", "control metalayer", "agent controller", "multi-rate loop", "LLM control law".
broomva/skills · ★ 3 · AI & Automation · score 72

Install: claude install-skill broomva/skills

# Agentic Control Kernel A purely knowledge-based metalayer that unifies six subsystems into a single installable skill for any project: | Layer | Source / Crates | Role | |-------|----------------|------| | Governance | control-metalayer-loop | Setpoints, sensors, gates, policy, profiles | | Improvement | `autoany_core` + `autoany-aios` + `autoany-lago` | EGRI microkernel, Arcan execution, Lago ledger | | Orchestration | `symphony-orchestrator` + `symphony-arcan` | Poll/dispatch/worker/reconcile via Arcan HTTP | | Runtime | Life (`arcan`, `lago`, `autonomic`, `praxis`, `spaces`) | Agent sessions, event journal, homeostasis, networking | | Protocol | `aios-protocol` | Canonical types — shared vocabulary across all crates | | Episodic Memory | knowledge-graph-memory | Conversation logs -> Obsidian bridge | | Consciousness | agent-consciousness | Three-substrate persistent context | | QA/Actuation | gstack | Headless browser, workflow skills | | **Control Kernel** | **this skill** | Plant interface, safety shields, typed schemas, multi-rate hierarchy | ## Core Law > Do not grant an agent more mutation freedom than your evaluator can reliably judge. > In control terms: do not let the LLM's action space exceed what your runtime monitors, > safety filters, and evaluators can certify. ## Quick Start ### 1. Bootstrap a project ```bash python3 scripts/control_kernel_init.py <repo-path> [--profile governed] [--runtime arcan] [--ledger lago] ``` This installs into the target re