菜单
Find capabilities across the GuitarAlchemist ecosystem (ix, tars, ga) by domain or keyword
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
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: