ls-team-spec

To orchestrate AI agent teams for spec pipelines, you coordinate phase handoffs, reading journeys, and verification gates. This Skill automates that end-to-end process using external subagents while generating an auditable orchestration log.

External verification in AI agent team management is a procedural governance gate where external subagents validate pipeline outputs. It enforces structured handoffs and continuity logs to ensure traceability across Epic, Tech Design, and Publish phases.

Yes, running the Liminal Spec pipeline requires external subagent availability, specifically codex-subagent or copilot-subagent. You also need a defined verification policy and access to the team's orchestration prompts and log artifacts.

To set up a spec pipeline workflow with phase handoffs, launch the workflow in your workspace and follow the on-screen prompts to initialize a team. The orchestration then guides three-phase handoffs and human decision gates.

Yes, you can use prompt engineering to manage AI agent reading journeys. This Skill manages team lifecycle prompts, including question curation, self-review, and external verification gates to guide agents through the pipeline.

The limitation of automating spec pipeline orchestration is its strict dependency on external subagent availability and a defined verification policy. Without these external components and prompt artifacts, the procedural handoffs and human gates cannot execute.