Instructions file CodexOpenCode
Instructions for sbhooley/ainativelang, covering agents.md — ground truth for ai agents, for agents — install ainl (one step), what this repo is, repository layout and commands that work.
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.
Agent
This project is intentionally designed for multi-session, multi-agent development. Use this guide to continue work safely and efficiently across handoffs.
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)…
Agent
Deterministic graph-first DSL for AI-to-AI full-stack generation.
Agent
This file preserves local pre-merge content that previously lived in docs/QUICKSTARTOPENCLAW.md, so no local documentation work is lost during upstream guide consolidation.
Agent
This guide gets you from zero to generating OpenClaw automations in AINL within one session.
Skill Claude CodeCodex
Deterministic compiled graphs for ZeroClaw (importer, runtime, MCP tools).
Skill Claude CodeCodex
Deterministic compiled graphs for Hermes Agent (importer, runtime, MCP tools, learning-loop bridge).
Skill Claude CodeCodex
Deterministic compiled graphs for OpenClaw (importer, runtime, MCP tools).
Plugin Claude Code
Graph-native memory, self-learning, and multi-agent coordination for Claude Code. Every session is captured, every pattern learned, every agent connected. WINDOWS AGENTS: git pull then .\setup.cmd -PythonOnly (never & setup.ps1). SessionStart banner shows install steps when needed.
Instructions file
Claude Code instructions for sbhooley/ainl-cortex, covering ainl plugin instructions for claude code, plugin setup (for new users), one command (all platforms), what happens automatically (no user steps) and windows install playbook (for agents).
Hook
Runs when a session starts, executing run_hook.py via python3. From sbhooley/ainl-cortex.
Hook
Runs when you submit a prompt, before the agent sees it, executing run_hook.py via python3 (2 commands). From sbhooley/ainl-cortex.
Hook
Runs to expand your prompt before the agent sees it, executing run_hook.py via python3. From sbhooley/ainl-cortex.
Hook
Runs after a tool call finishes, executing run_hook.py via python3 (2 commands). From sbhooley/ainl-cortex.
Hook
Runs before the context is compacted, executing run_hook.py via python3. From sbhooley/ainl-cortex.
Hook
Runs after the context is compacted, executing run_hook.py via python3. From sbhooley/ainl-cortex.
Hook
Runs when the agent finishes a response, executing run_hook.py via python3. From sbhooley/ainl-cortex.