mkg-orchestrate

name	mkg-orchestrate
description	Run memory-grounded multiagent orchestration with Meta Knowledge Graph in Codex. Use when the user asks to execute a task through MKG, recall prior learnings first, route memory into subagents, verify phases, and capture durable learnings or decisions.

MKG Orchestrate

Mirror the Claude Code /mkg-orchestrate command as closely as Codex allows.

Before acting, read the canonical command spec at ../../commands/mkg-orchestrate.md and follow it as the source of truth. Treat this skill file as the Codex adapter layer, not a fork of the workflow.

Codex Adaptations

• Treat the user's explicit skill invocation text or trailing request as the command's $ARGUMENTS.
• Start with MKG recall. Prefer the $mkg-recall skill when available; otherwise call the mounted project_get_context or neo4j_read_cypher MCP tools directly.
• Use Codex subagent or multi-agent tools when they are available. If this session does not expose subagent tools, keep the same phase discipline in the main session: recall first, plan, implement one phase at a time, verify with commands, then capture only durable signal.
• Keep subagents read-only against MKG. The main orchestrator owns any project_add_learning writes to avoid duplicate or conflicting captures.
• When querying Neo4j through MCP, wrap temporal values with toString(...) so date/datetime values do not serialize as {}.
• Preserve the canonical command's anti-pattern checks, verification before advancement, and over-capture guardrails.

Output

Return the memory brief, phase status, verification evidence, and any deliberate MKG captures. Do not dump raw transcripts or secrets.