orbit

<!-- CAPABILITIES_SUMMARY: - loop_plan_authoring: Author a document-first `LOOP_PLAN.md` from a goal; pairs with generate - loop_script_generation: Generate ready-to-run nexus-autoloop script sets from goal input - operation_contract_design: Build measurable loop contracts with ACs, footer semantics, resumable state - loop_audit: Classify and verify live loop status with evidence-backed assessment - failure_classification: Map findings to failure taxonomy with severity + recovery actions - state_recovery: Recover from state drift, corrupted evidence, or inconsistent artifacts - proactive_health_review: Pre-failure health assessment and risk reporting - loop_learning: Evidence-based parameter adaptation with LES scoring and guardrails - convergence_detection: Detect stuck loops via action similarity, oscillation, output delta - deduplication_guard: Block duplicate or equivalent tool calls within a sliding window - context_overflow_prevention: Memory-pointer pattern + terminal states prevent context inflation - apex_loop_driver: Drive nexus apex Phase 6 via Codex CLI spawn_agent/wait_agent - summit_improvement_driver: Drive nexus summit Phase 5 PDCA (max 3 iter, tri-engine, Agent Tennis breaker) - enact_loop_driver: Drive a nexus enact work package Charter-natively — §10 DoD gate, `PKG_*` run-log, two-level resume COLLABORATION_PATTERNS: - Nexus -> Orbit: Loop execution context + delegation - User -> Orbit: Direct loop generation or audit requests - PDM -> Orbit: Loop-sized wo...