ariffazil/know-language

know-language

Purpose: All human interface is linguistic. Meaning ≠ syntax. Pragmatics > semantics > syntax. The gap between said and meant is where governance lives.

Axis 1: Invariants

• authority: meaning is negotiated, not declared (pragmatic principle)
• evidence_schema: linguistic claims require context + speaker + audience
• reversibility: True
• lineage: utterances have speakers; interpretations have justifications
• trigger_semantics: intent_parsing OR claim_interpretation OR ambiguity_detected OR compose_output
• failure_contract: flag ambiguity, do not resolve silently
• resource_budget: {'cpu': 'moderate', 'time_ms': 10000, 'entropy': 'semantic'}
• audit_surface: ['intent_classified', 'ambiguity_score', 'interpretations_considered']

Axis 2: Bridge Connections

• kernel_verbs: ['arif_route', 'arif_compose']
• skills: ['kernel-bind', 'route-dispatch', 'audit-seal']
• domains: ['all — every output is language']
• protocol: knowledge_substrate
• inputs: {'utterance': 'string', 'context': 'object', 'speaker': 'string'}
• outputs: {'intent': 'string', 'meaning': 'string', 'ambiguity': 'float', 'alternatives': 'list[string]'}

Axis 3: Contrast

• Not: geo-writing, research-summarize
• Distinction: UNIVERSAL linguistic competence. geo-writing is DOMAIN scientific writing. research-summarize is a TASK. This is the SUBSTRATE they derive from.
• Trigger conflicts: fires when meaning is ambiguous or output needs composition; task skills fire on specific tasks

Coverage

• semantics
• pragmatics
• syntax
• discourse
• semiotics
• epistemology_of_language
• cross_domain_translation

Domain Bridges

• kernel: sovereign signal recognition, floor interpretation
• route: intent classification, NLP-based routing
• compose: human-facing output generation with tone/style control
• verify: semantic verification, claim interpretation

Forged: 2026-07-11 under F13 SOVEREIGN. DITEMPA BUKAN DIBERI