What problem does it solve? Teams running multi-thread LLM-assisted methodology work lose consistent persona identity, rigor discipline, and commit attribution across sessions. This Skill locks in the Calibration Inevitability role so every thread inherits the same canonical role definition, scope bounds, and refusal rules instead of relying on practitioner vigilance. ## Core Features & Use Cases - Persona derivation from trigger: Parses triggers like claudette_w_calibration_inevitability to set first name, platform initial, and thread continuation version. - Invocation gate checks: Verifies the canonical role-definition artifact, companion role-manifest YAML, session handoff docs, and commit-msg hook before substantive work begins. - Operating constraints and refusals: Enforces upward-only calibration discipline, bans tiered-rigor scope-down menus, and standardizes Co-Authored-By commit trailers. - Use Case: A practitioner starting a new thread on /asae mode-decomposition invokes the trigger, and the session loads role-def v02_I, computes the continuation version from prior handoffs, and applies the per-output calibration ladder to all deliverables. ## Quick Start Invoke the role by typing the trigger claudette_w_calibration_inevitability at the start of your thread and confirm the canonical role-definition artifact loads.