nxrust

Autonomous APS execution loop for Claude Fable 5. Implements the current APS plan item by item and evolves the plan as it learns — reconciling state, folding in lessons, and generating the next plan iteration after each cycle. Use for unattended or long-horizon runs against a project with plans/index.aps.md: "run the APS loop", "work through the plan", "implement the plan and keep it current". Wraps fable5-dev-workflow and fable5-planning-workflow; supersedes autonomous-execution on Fable 5.

Fable 5-tuned development-stage orchestrator. Routes a ready work item through branch, implementation, verification, review, and PR with the same hard gates as dev-workflow but outcome-stated rather than step-enumerated, plus scope discipline, evidence-grounded completion, and parallel verification. Use at the start of any development task when running on Claude Fable 5; prior-model projects use dev-workflow instead.

Fable 5-tuned planning orchestrator. Turns goals into validated, ready APS work with minimal ceremony — acts when enough is known, recommends instead of surveying, and treats the plan as a living artifact it may evolve. Use when running on Claude Fable 5 and work needs planning, replanning, or a readiness decision. Companion to fable5-dev-workflow and fable5-aps-loop; prior-model projects use planning-workflow instead.