deterministic execution agents

sbhooley/ainativelang

Agent

If you are an AI agent that just needs AINL installed into your host stack, do not read these guides. Run the one-step install from the top of ../../AGENTS.md or ../../README.md.

sbhooley/ainativelang

Agent

This path wires gateway env.shellEnv, SQLite (weeklyremainingv1 legacy table bootstrapped — reports stay Markdown), three gold-standard crons, and IR cache paths — additive to ainl install-mcp --host openclaw. Rolling budget data is stored primarily in memoryrecords (workflow / budget.aggregate / weeklyremainingv1)…

sbhooley/ainativelang

Agent

This guide gets you from zero to generating OpenClaw automations in AINL within one session.