loop-runnerlisted

# loop-runner > Execute and manage loop engineering primitives from an AI coding session. --- ## What this skill does This skill wraps the **`agent-toolkit loop`** CLI (V product command), exposing loop operations to AI coding agents without requiring the user to remember CLI flags. **Loop engineering** is the practice of designing recursive, autonomous processes that prompt AI agents — as opposed to prompting agents directly. Loops have durable state (`STATE.md`), safety gates (allowlist/deny), cost budgets, and rollout tiers (L1 report-only → L2 PR-gated → L3 unattended). ## Capabilities | Subcommand | When to use | |-----------|-------------| | `loop init <pattern>` | Scaffold a new loop from a starter | | `loop run <loop>` | Execute one loop iteration | | `loop status` | Show all loops: tier, cadence, last run | | `loop audit [loop]` | Summarize past run success/cost | | `loop cost <loop>` | Estimate per-run token cost | | `loop schedule <loop>` | Install systemd/launchd timer | | `loop sync` | Push escalations to knowledge/todos | ## How to invoke ```bash # Preferred — agent-toolkit V CLI agent-toolkit loop status agent-toolkit loop run daily-triage agent-toolkit loop init oss-pr-monitor ``` Historical note: older docs referred to `./bin/loop` or `~/.ai-workspace/bin/loop`. Those entrypoints are obsolete; use `agent-toolkit loop` after installing via brew / AUR `agent-toolkit-bin` / GitHub Release / `uv tool install agent-toolkit-cli`. ## Routing 1. Prefer `a