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Orchestrate the build loop with split engines - Codex CLI sessions implement and take every first-pass review round while a high-taste Claude design model holds the final exit gate. Use when the user asks for a hybrid, split-model, or cross-model build loop, such as codex implementing with fable as the closer or final reviewer. Claude Code only.

Orchestrate the plan loop with split engines - a high-taste Claude design model drafts and revises the plan while Codex CLI sessions gate it as fresh plan reviewers. Use when the user asks for a hybrid, split-model, or cross-model planning loop, such as fable planning with codex reviewing. Claude Code only.

Review implementation against the plan and contract. Distinguish code bugs from contract gaps. Bounded convergence.

Orchestrate a monitored implementation loop where a worker implements the plan and fresh code reviewers gate the exit. Use when the user asks to run a supervised implementation or build loop on Codex threads or Claude Code background agents.

Orchestrate a monitored planning loop where a planner drafts the plan and fresh plan reviewers gate the exit. Use when the user asks to create or revise a plan through supervised specialist sessions on Codex threads or Claude Code background agents.

Review a plan against the actual codebase. Verify slices are sufficient, surfaces are complete, and invariants are correct.

Create a plan for the assigned issue. Reads issue scope and codebase, produces a plan document with slices and invariant matrix when the work is cross-cutting.

Execute the plan slice by slice using TDD. Self-check completeness before declaring the implementation result.

Orchestrate a monitored implementation loop where a worker implements the plan and fresh code reviewers gate the exit. Use when the user asks to run a supervised implementation or build loop on Codex threads or Claude Code background agents.

Orchestrate a monitored planning loop where a planner drafts the plan and fresh plan reviewers gate the exit. Use when the user asks to create or revise a plan through supervised specialist sessions on Codex threads or Claude Code background agents.

Orchestrate a monitored implementation loop where a worker implements the plan and fresh code reviewers gate the exit. Use when the user asks to run a supervised implementation or build loop on Codex threads or Claude Code background agents.

Orchestrate a monitored planning loop where a planner drafts the plan and fresh plan reviewers gate the exit. Use when the user asks to create or revise a plan through supervised specialist sessions on Codex threads or Claude Code background agents.

Orchestrate real specialist sessions as one monitored multi-agent workflow. Use when the user asks to coordinate or supervise multiple agent sessions, planning or implementation loops, or worker/reviewer handoffs, on Codex threads or Claude Code background agents.

Orchestrate real specialist sessions as one monitored multi-agent workflow. Use when the user asks to coordinate or supervise multiple agent sessions, planning or implementation loops, or worker/reviewer handoffs, on Codex threads or Claude Code background agents.

Orchestrate real specialist sessions as one monitored multi-agent workflow. Use when the user asks to coordinate or supervise multiple agent sessions, planning or implementation loops, or worker/reviewer handoffs, on Codex threads or Claude Code background agents.

Handle code-review blocker findings returned to the worker session. Validate feedback, repair implementation-owned issues, or stop for plan and contract gaps.

Handle plan-review blocker findings returned to the planner session. Validate feedback, revise plan-owned artifacts, or stop for missing decisions.