What problem does it solve? Philosophical frameworks (like the 7+1 East-West syncretic framework) often remain abstract principles with no concrete enforcement. This Skill converts each philosophical dimension into verifiable, executable engineering constraints inside Synthos cognitive atom SKILL.md files, ensuring principles are traceable rather than decorative. ## Core Features & Use Cases - Five-Step Traceability Pipeline: Runs extract → trace → classify → fix → verify to map every philosophical constraint to a concrete, executable rule with a target file location and exact wording. - Framework Integrity Gating: Aborts tracing when any of the 7+1 dimensions lacks a definition, metric, or atom mapping, and rejects output when the four-piece reference set is incomplete. - Golden Test Suite: Ships weighted test cases (normal, framework-incomplete, reference-missing) with strict pass criteria for reproducibility and honesty. - Use Case: Given references/philosophical-foundations.md and a target atom like skills/core/knowledge-extraction/SKILL.md, produce one executable engineering constraint per framework dimension, each with source dimension, file location, and actionable wording. ## Quick Start Trace the 7+1 philosophical framework in references/philosophical-foundations.md into executable engineering constraints for the knowledge-extraction atom skill.
