# Liku Orchestrator

> Path-grounded multi-agent orchestration using the Liku directory hierarchy (skills.xml inheritance, todo.md + LikuErrors.md audit trail, SQLite memory). Use when you need to initialize Liku, generate an agent bundle for a specific Liku/* residence path, or expose Liku as an MCP server for Gemini-CLI, Claude Code, Copilot-CLI, or ChatGPT Codex.

- Skill: `aibot88/liku-orchestrator` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add aibot88/liku-orchestrator`
- Raw SKILL.md: https://api.skillmd.com/api/skills/aibot88/liku-orchestrator/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: aibot88 (https://skillmd.com/u/aibot88)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/aibot88/liku-orchestrator

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# Liku Orchestrator

## What to do

- Treat `Liku/` as the canonical source of truth for agent identity, scope, and state.
- Load skills by inheriting `skills.xml` from the agent residence directory up to `Liku/`.
- Mirror progress to `todo.md`; mirror failures to `LikuErrors.md`.

## Quick start (repo-local)

- Initialize: run `liku init`
- Start MCP server (stdio): run `liku-mcp`
- Generate a bundle for a residence path:
  - Call MCP tool `liku.invoke` with `agentResidence` like `Liku/specialist/ts` and a JSON `task`.

## Notes

- If an action would require root-only privilege, return an escalation request as structured output; do not assume interactive consent unless the client supports it.