MANDATORY STARTUP SKILL for continuity across turns and sessions. Read `memory/data/manifest.json` at the start of every complex task to align with the user's identity, preferences, secrets, and active context. Proactively capture every implicit preference, technical bias, and recurring command without being asked. MUST trigger when the user says 'I like X', 'I hate Y', 'Use Z', or 'Here is my key'.
