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Find capabilities across the GuitarAlchemist ecosystem (ix, tars, ga) by domain or keyword
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
Test model robustness with adversarial attacks and defenses
Multi-armed bandit simulation — epsilon-greedy, UCB1, Thompson sampling
Benchmark and compare ix algorithm performance
Embedded Redis-like cache with TTL, LRU, pub/sub, and RESP protocol
Category theory primitives — monad laws verification, free-forgetful adjunction
Chaos theory analysis — Lyapunov exponents, bifurcation, attractors, fractals
| name | federation-discover |
| description | Find capabilities across the GuitarAlchemist ecosystem (ix, tars, ga) by domain or keyword |
Query the capability registry to find tools across all repos in the ecosystem.
When you need a capability that might exist in another repo, or when the user asks "can we do X?" and you're unsure which repo provides it.
ix_federation_discover — Query registry by domain or keywordix_tars_bridge — Prepare data for TARS (traces, patterns, grammar export)ix_ga_bridge — Convert GA music data to ML features (chords, progressions, scales)grammar_weights, grammar_update, grammar_evolve, grammar_searchingest_ga_traces, ga_trace_stats, promotion_index, export_insightslist_patterns, get_pattern, suggest_pattern, run_promotion_pipelinetars_compile_plan, tars_execute_step, tars_validate_step, tars_complete_plantars_memory_opGaParseChord, GaChordIntervals, GaTransposeChord, GaDiatonicChords, GaCommonTones, GaChordSubstitutionsGaChordToSet, GaSetClassSubs, GaPolychord, GaIcvNeighborsGaAnalyzeProgression, GaKeyFromProgression, GaProgressionCompletionGetAllKeys, GetKeySignatureInfo, GetKeyNotes, CompareKeysGetAvailableScales, GaScaleById, GaScaleByNameGaArpeggioSuggestions, GaEasierVoicingsEvalGaScript, TranspileGaScript, ListGaClosuresAskChatbotWhen stuck on "unknown unknowns", use the exploratory-fan-out strategy: