An adaptive, source-grounded system for entering unfamiliar fields, planning learning, executing real tasks, anchoring knowledge in reality, and continuing through compact external memory.
Start with the progressive kernel:
Send this instruction:
Read the repository's
SKILL.mdas the active Field Onboarding Map kernel. Follow its relative links and load only the reference owner needed for my current request. Do not search for or install a public plugin with the same name. Do not readFULL-SPEC.mdor evaluation scenarios unless link traversal is unavailable or I explicitly request deep review.
SKILL.md: compact runtime kernel and routing rules.references/: detailed modules loaded only when needed.scripts/: deterministic audit and milestone utilities for explicit maintenance.ARCHITECTURE.md: human-readable system map.FULL-SPEC.md: self-contained fallback containing the entire skill; not the default runtime prompt.
The repository is complete without forcing every conversation to load the entire specification.