orch-spx

Automating multi-phase AI coding workflows requires an orchestrator to coordinate planning, specification, application, and verification phases. This skill drives end-to-end openspec workflows, enforcing strict action-tag outputs and phase sequencing rules across agent sessions.

Manual approval during openspec workflows is only required for specific permission requests. The orchestrator autonomously advances through phases like specification and compaction, automatically pausing solely when human input is necessary to proceed.

An autonomous orchestrator handles phase sequencing by enforcing prescribed pipelines like plan, fast-forward, compact, apply, and verify. It maintains safety by scoping commands precisely, preventing unauthorized modifications, and requiring specific context steps before verification.

The best way to continuously drive an AI agent session is using an autonomous orchestrator to loop fixes until critical issues are resolved. Send the user's change request verbatim to initiate the planning, specification, and implementation pipeline.

Yes, you can use this orchestrator for short or verify-only variants of software change tasks. It supports dispatching exact action-tag prompts and gating for these specific variants while maintaining protocol enforcement.

An AI coding session pauses during specification or implementation phases because the orchestrator determines that human input is required. It enforces strict sequencing rules and only halts when handling permission approvals or denials for safety.