Use when installing or choosing CLI tools in a Nix flake repo, editing flake.nix or home-manager config, or when tempted to pip/pipx/uv/brew/npm install anything.
· Administer NixOS/Nix: flakes, home-manager, nix-darwin, generations, overlays, disko. Triggers: 'nixos', 'nix', 'flake', 'home-manager', 'configuration.nix', 'nixos-rebuild'.
Detects anomalies in time series data using TimeGPT. Identifies outliers, level shifts, and trend breaks without model training.
Forecast multiple time series in parallel using TimeGPT. Use when processing 10-100+ contracts efficiently. Trigger with 'batch forecast' or 'parallel forecasting'.
Analyze multi-contract correlations for forecast-based hedge recommendations. Use when managing correlated assets. Trigger with 'analyze correlations' or 'suggest hedge'.
Quantifies the impact of exogenous events on contract prices using TimeGPT and CausalImpact. Triggers on "event impact analysis", "model event effects", "quantify event impact",…
Forecasts orderbook depth and spreads to optimize trade execution timing. Use when needing to estimate market liquidity for large orders.
Analyze market risk with VaR, volatility, and position sizing using forecast data. Use when assessing investment risk. Trigger with 'analyze market risk' or 'calculate VaR'.
Automatically selects the best forecasting model between StatsForecast and TimeGPT based on time series data characteristics. Use when unsure which model performs best.
Analyze Nixtla usage and optimize cost-effective forecast routing strategies. Use when auditing API usage or reducing costs.
General-purpose guidance for taking a step back and getting un-stuck from a problem that you've tried to solve multiple times unsuccessfully.
Spezialfall Abwaegungsfehler in der Bauleitplanung: Abwaegungsausfall, -defizit, -fehleinschaetzung, Disproportionalitaet.
Spezialfall Abwaegungsfehler in der Bauleitplanung: Abwaegungsausfall, -defizit, -fehleinschaetzung, Disproportionalitaet. Pruefraster fuer Klage.
Bauleiter Bauleitplanung BauGB: Flaechennutzungsplan, Bebauungsplan, Verfahrensarten, Beteiligung Oeffentlichkeit. Pruefraster fuer Gemeinde und Buergerinitiative.
Spezialfall Buergerbegehren und Buergerentscheid in der Bauleitplanung: Landesrecht, Quoren, zulaessige Fragen. Pruefraster fuer Initiative.
Leitfaden Normenkontrollverfahren § 47 VwGO: Antragsbefugnis, Antragsfrist, Pruefungsumfang. Pruefraster fuer Antragsteller und Gemeinde.
Systematische Pruefung von Alternativen zur geplanten Regelung: Verzicht Selbstregulierung Brancheninitiative Empfehlung freiwillige Vereinbarung verbesserte Vollzugspraxis…
Trennt den Erfuellungsaufwand methodisch nach den drei Adressatengruppen Buerger Wirtschaft Verwaltung.
Negativabgrenzung des NKR-Pruefumfangs. Erklaert was der NKR ausdruecklich nicht prueft (politische Zielwahl Verfassungsmaessigkeit Haushaltsfolgen) und was er sehr wohl prueft…
Vorbereitung einer Anhoerung im federfuehrenden Ausschuss des Bundestages. Beschreibt typische Anhoerungssituation NKR-Vertretung muendliche Eingangsaussage Vorbereitung…
Verhaeltnismaessigkeit aus NKR-Sicht: keine grundrechtliche Pruefung sondern Kosten-Nutzen- und Eingriffstiefe-Pruefung.
Verhaltens-Skill für die taegliche Zusammenarbeit zwischen NKR-Sekretariat und Ressorts: Beschreibt informelle Vorklaerungen Datenanforderungen § 5 NKRG Eskalationsstuf — from…
Скилл-методичка «как собрать систему автопостинга в 4 соцсети для дистрибьютора NL International с нуля».
Final orchestrator skill that assembles the complete Netherlands filing package for Netherlands-resident self-employed individuals and sole proprietors (ZZP/eenmanszaak).
Route natural language requests to appropriate skills and workflows by parsing intent and matching trigger patterns
Manually arbitrate NLA escrow fulfillments as an alternative to the automated oracle. Use when the user wants to review pending arbitration requests, evaluate demands aga — from…
Manually arbitrate NLA escrow fulfillments as an alternative to the automated oracle. Use when the user wants to review pending arbitration requests, evaluate demands aga — from…
Create a Natural Language Agreement escrow on-chain. Use when the user wants to lock ERC20 tokens in an escrow with a natural language demand that an AI oracle will arbit — from…
Create a Natural Language Agreement escrow on-chain. Use when the user wants to lock ERC20 tokens in an escrow with a natural language demand that an AI oracle will arbit — from…
Fulfill an existing NLA escrow and collect tokens. Use when the user wants to submit fulfillment text for an on-chain escrow, check arbitration results, and collect appro — from…
Fulfill an existing NLA escrow and collect tokens. Use when the user wants to submit fulfillment text for an on-chain escrow, check arbitration results, and collect appro — from…
Claude Code와 NotebookLM을 연동하는 하이브리드 워크플로우. MCP 서버를 통한 프로그래밍 연동, 개발 지식 관리, 코드 리뷰 지원, 기술 문서 자동화 시 사용. "NLM 연동", "노트북 연결", "Claude NotebookLM", "MCP 노트북" 키워드에 반응.
Use when extracting structured information from text - named entity recognition, relation extraction, coreference resolution, knowledge graph construction, and information…
Best practices for LLM alignment techniques including RLHF, DPO, and instruction tuning. Use when working on alignment or safety.
Process and analyze text using modern NLP techniques - preprocessing, embeddings, and transformers
NLP Cloud integration. Manage data, records, and automate workflows. Use when the user wants to interact with NLP Cloud data.
Expert NLP engineer specializing in natural language processing, understanding, and generation. Masters transformer models, text processing pipelines, and production NLP — from…
Expert guidance for natural language processing development using transformers, spaCy, NLTK, and modern NLP techniques.
NLP text normalization for cleaner LLM context. Stemming, lemmatization, stop-word removal, entity extraction, tokenization, and sentence boundary detection — all without calling…
Natural language processing ML pipelines for text classification, NER, sentiment analysis, text generation, and embeddings.
Conception de pipelines NLP (tokenization, embeddings, NER, sentiment, summarization) — from general/workflow-pipelines
텍스트 전처리 기법 카탈로그: 토큰화, 정규화, 불용어, 형태소 분석, 임베딩 선택, 한국어 특화 처리 가이드. '텍스트 전처리', '토큰화', '형태소 분석', 'KoNLPy', '불용어', '정규화', 'TF-IDF', '임베딩', 'Word2Vec', '한국어 NLP' 등 텍스트 전처리 시 이 스킬을 사용한다.
Best practices for language model pretraining and fine-tuning. Use when generating or reviewing NLP training code.
Process and analyze natural language using modern NLP techniques. Use for text classification, named entity recognition, sentiment analysis, tokenization, embeddings, transformers…
When the user wants to apply NLP to supply chain, extract information from documents, analyze supplier communications, classify items, or process unstructured text.
Nmbrs integration. Manage data, records, and automate workflows. Use when the user wants to interact with Nmbrs data.
Use when you have preprocessed 1H NMR spectral data with an unknown or ambiguous peak (e.g., at a specific chemical shift δ), and you need to determine its chemical identity.
Use when you have uploaded a pre-analytical data table containing sample metadata, processing delay timestamps (pre- and post-centrifugation), and NMR metabolomic measure — from…
Use when when you have preprocessed 1H NMR spectral data from flavor mixtures or similar compound identification tasks, and you need to identify which compounds are present.
Use when you have generated 1D FID time-domain data and Fourier-transformed frequency-domain 1H NMR spectra, or computed 2D COSY/HSQC correlation matrices, and need to write them…
Use when you have raw 1D ¹H NMR spectroscopy output consisting of (1) a CSV file with chemical shift and intensity columns and (2) a TXT file listing detected peak chemical…
Use when you have Bruker NMR spectral files (raw instrumental output) and need to prepare them for automated metabolite identification and quantification.
Use when when loading or creating an NMR spectral dataset (Dataset.createDataFile)
Use when when you have known metabolite concentrations and their spin-system coupling constants (J-values) and need to generate synthetic ¹H NMR spectra for method validation,…
實作自定義 NMS BlockEntity（含 NBT serialization、Tick 邏輯、Client sync），比 Bukkit BlockState 更靈活（Paper NMS + Mojang-mapped）/ Implement custom NMS BlockEntity with NBT serialization, tick…
透過 NMS ServerBossEvent 操作 Boss Bar 進度條、顏色、風格、可見性，實現每人獨立 Boss Bar（Paper NMS + Mojang-mapped）/ Operate Boss Bar progress, color, style, and per-player visibility via NMS…
透過 NMS LevelChunk 直接讀寫方塊、高度圖、ChunkSection 資料，比 Bukkit Chunk API 更快更底層（Paper NMS + Mojang-mapped）/ Direct LevelChunk block, heightmap, and ChunkSection access for high-performance…
建立自定義 NMS 實體：繼承現有 Mob 類別、自訂 PathfinderGoal、替換 vanilla 實體行為 / Create custom NMS entities with custom PathfinderGoal AI
繼承 AbstractContainerMenu 建立自定義容器 GUI，支援 slot 事件攔截與資料同步（Paper NMS + Mojang-mapped）/ Build custom container GUIs by extending AbstractContainerMenu with slot event handling
操作 Minecraft DataComponentType（1.20.5+） 物品組件系統，讀寫 CustomData、MaxStackSize、Enchantments 等組件（Paper NMS + Mojang-mapped）/ Read and write 1.21 DataComponentType item components…