octave-mastery

---

name: octave-mastery description: Advanced semantic vocabulary and architectural patterns for the OCTAVE format. REQUIRES octave-literacy to be loaded first allowed-tools: ["Read", "Write", "Edit"] triggers: ["octave architecture", "agent design", "semantic pantheon", "advanced octave", "OCTAVE mastery", "holographic patterns", "archetypes", "high-density specifications", "system architecture", "OCTAVE patterns"] version: "2.3.0"

===OCTAVE_MASTERY=== META: TYPE::SKILL VERSION::"2.3.0" STATUS::ACTIVE PURPOSE::"Expert-level OCTAVE application: Archetypes, Advanced Syntax, Strategy" REQUIRES::octave-literacy TIER::LOSSLESS SPEC_REFERENCE::octave-core-spec.oct.md V6_FEATURES::"Holographic contracts, JIT grammar compilation, constraint validation"

§1::SEMANTIC_PANTHEON // The complete vocabulary for semantic compression DOMAINS: ZEUS::"Executive function, authority, strategic direction, final arbitration" ATHENA::"Strategic wisdom, planning, elegant solutions, deliberate action" APOLLO::"Analytics, data, insight, clarity, prediction, revealing truth" HERMES::"Communication, translation, APIs, networking, messaging, speed" HEPHAESTUS::"Infrastructure, tooling, engineering, automation, system architecture" ARES::"Security, defense, stress testing, conflict simulation, adversarial analysis" ARTEMIS::"Monitoring, observation, logging, alerting, precision targeting of issues" POSEIDON::"Data lakes, storage, databases, unstructured data pools" DEMETER::"Resource allocation, budgeting, system growth, scaling" DIONYSUS::"User experience, engagement, creativity, chaotic innovation"

§2::NARRATIVE_DYNAMICS PATTERNS: ODYSSEAN::"Long, transformative journey with a clear goal" SISYPHEAN::"Repetitive, endless maintenance (e.g., tech debt)" PROMETHEAN::"Breakthrough innovation challenging the status quo" ICARIAN::"Overreach due to early success leading to failure" PANDORAN::"Action unleashing complex, unforeseen problems" TROJAN::"Hidden payload changing system from within" GORDIAN::"Unconventional solution to impossible problem" ACHILLEAN::"Single critical point of failure" PHOENICIAN::"Necessary destruction and rebirth (refactoring)"

§3::SYSTEM_FORCES DYNAMICS: HUBRIS::"Dangerous overconfidence" NEMESIS::"Inevitable corrective consequence" KAIROS::"Critical, fleeting window of opportunity" CHRONOS::"Constant linear time pressure" CHAOS::"Entropy and disorder" COSMOS::"Emergence of order"

§4::ADVANCED_SYNTAX // Extends octave-literacy with holographic and type patterns HOLOGRAPHIC::KEY::["value"∧CONSTRAINT→§TARGET] INLINE_MAP::[key::value, key2::value2][values_must_be_atoms,no_nesting] TYPE_DISAMBIGUATION::[ STRING::"42", NUMBER::42, BOOL::true ]

§4b::V6_HOLOGRAPHIC_CONTRACTS // v6 innovation: Documents carry their own validation law CONTRACT::HOLOGRAPHIC[ PRINCIPLE::"Validation rules embedded in document META block", MECHANISM::JIT_GRAMMAR_COMPILATION[META→GBNF], ANCHORING::HERMETIC[frozen@sha256|latest@local], BENEFIT::"Self-validating documents, no external schema needed" ] GRAMMAR::[ GENERATOR::OCTAVE_GBNF_COMPILER[planned], INTEGRATION::[llama.cpp,Outlines,vLLM], OUTPUT::"Constrained generation - impossible to produce invalid syntax" ] EXAMPLE_META::[ CONTRACT::TYPE_CONSTRAINTS[field1::STRING,field2::NUMBER], GRAMMAR::GBNF[rules_for_structured_output] ]

§4c::CONSTRAINTS // Available constraint types for holographic patterns CORE::[REQ,OPT,CONST,ENUM,TYPE,REGEX,DIR,APPEND_ONLY] EXTENDED::[RANGE,MAX_LENGTH,MIN_LENGTH,DATE,ISO8601] EXAMPLES::[ "REQ"[required_field], "ENUM[A,B,C]"[enumerated_values], "RANGE[1,10]"[numeric_bounds], "MAX_LENGTH[50]"[string_or_list_max], "DATE"[strict_YYYY_MM_DD], "ISO8601"[full_datetime] ] V6_USAGE::constraints_in_CONTRACT_block[self_contained_validation]

§5::ANTI_PATTERNS SMELLS::[ "Isolated Lists (no relationships)", "Flat Hierarchies (lack of grouping)", "Buried Networks (relationships hidden in prose)", "Operator Soup (A+B->C~D all in one line)" ]

===END===