Primary source references and related open-source projects for this jurisdiction. — from openaccountants/openaccountants
Handle Spanish tax filing — the Renta campaign and its 30 June deadline, Modelo 100, Modelo 720 foreign asset reporting, quarterly Modelo 130 and 303 for the self-employed, and…
Definiert die Spaltenprompts der ersten Wuerfel-Achse — jede Spalte ist eine einzige praezise Frage die fuer ALLE Dokumente identisch gestellt wird damit Vergleichbarkeit ueber…
Für Spaltenprompts: Fristen, Form, Zuständigkeit und Rechtsweg: prüft Frist, Form, Zuständigkeit und Eilbedarf; Ergebnis: Fristen- und Risikoampel. Fachgebiet: Tabellenreview 3D.
Spaltenprompts: Fristen, Form, Zuständigkeit und Rechtsweg: 1. Welche Rolle hat die fragende Person und wer ist Gegenüber? 2.
Classify incoming messages from public channels as spam / prompt-injection-attempt / genuine; quarantine risky ones
Open-code Phoenix spans with PXI-owned notes, recover those notes for axial coding, and promote stable categories into structured annotations.
Für Spanien Juicio de Proporcionalidad: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.
Find and fix unsafe buffer operations in a C++ file by removing UNSAFE_TODO markers and replacing unsafe raw pointers/C-style functions with base::span and standard safe…
Spanische Katechese und Ehefragen: Fachmodul für CIC, Katechismus, kirchliche Zuständigkeit, pastoralen Ton und mehrsprachige katholische Ausgabe im Röm.-kath.
Search Spanish jurisprudence at CENDOJ (Poder Judicial). Use when user asks for a sentencia, jurisprudencia, STSJ, STS, SAP, ATS, ECLI, or ROJ; wants case law on a legal topic; or…
Comprehensive Spanish language expert covering grammar, conversation, regional dialects, and language learning strategies
Assists in provisioning instances and databases, designing performant schemas, and querying data in Spanner.
Investigate Kaseya Spanning Backup activity - who restored what, when, and why; surface anomalous restore patterns and tie events to specific users/services.
Prüft Sonderregeln im Spannungs-, Verteidigungs- und Bereitschaftsdienstfall im Kriegsdienstverweigerung Wehrdienst.
Use when auditing or designing manager spans and organizational layers — covers diagnostics, healthy ranges, and reorg patterns.
Run the SPARC Refinement and Completion phases — review code, improve test coverage, validate against specification, and generate documentation
Proposes new features leveraging existing data/logic as Markdown specifications. Use when brainstorming new features, product planning, or feature proposals are needed.
Use when Spark engineering knowledge must be placed, deduplicated, migrated, or validated across AGENTS, Notes, Roles, Skills, and Workflows.
Update the CHANGELOG.md with the description of the changes between the last released version and the new one
Generate images via Spark Atlas's ComfyUI inference API. SDXL + FLUX schnell, style presets, queue + status polling, Tailnet-only access with X-API-Key auth.
Set up a working ML training/inference environment on NVIDIA DGX Spark (GB10, aarch64, CUDA 13). Use when installing PyTorch/Unsloth/TRL/vLLM on DGX Spark, hitting libcudart or…
Spark Job Creator - Auto-activating skill for Data Pipelines. Triggers on: spark job creator, spark job creator Part of the Data Pipelines skill category.
A Google Keep and Tasks capture skill for Gemini Spark. Turns notes, brain dumps, emails, meeting notes, and ideas into organized tasks, reminders, and clean action lists.
Manage unified memory and thermals during long-running ML jobs on NVIDIA DGX Spark. Use when planning memory headroom for a training run on GB10, when a job OOMs on unified…
Diagnose failed Spark jobs, unhealthy Livy sessions, and performance bottlenecks in Microsoft Fabric via read-only CLI triage.
Apache Spark distributed processing — DataFrames, SQL, streaming, MLlib, cluster management
Spark Sql Optimizer - Auto-activating skill for Data Pipelines. Triggers on: spark sql optimizer, spark sql optimizer Part of the Data Pipelines skill category.
Preflight and diagnose the ten known failure modes for ML training on NVIDIA DGX Spark. Use when a training run on DGX Spark fails to start, OOMs below the 128GB limit, slows down…
Time-limited, self-destructing SSH access for AI agents. Four-layer defense-in-depth: certificate TTL, OS account expiry, command-restricted dispatch, and automated cleanup.
Use when a connected SparkLaunch user needs to create, generate, publish, inspect, or measure landing pages with the landing.* tools.
Control Sparkle VPN - start and stop VPN connections using Mihomo core directly.
SparkPost integration. Manage Campaigns, Templates. Use when the user wants to interact with SparkPost data.
Query the UK Parliament public SPARQL 1.1 endpoint at api.parliament.uk/sparql. Integrated graph (DDP) covering people, parties, governments, houses, constituencies, parliamentary…
Use when the user has a proposal, position, or design and wants it adversarially pressure-tested before committing.
Intellectual sparring partner for refining ideas, strategies, and decisions. Use when you need someone to challenge your thinking, poke holes in plans, or explore alternatives.
Provides guidance for training and analyzing Sparse Autoencoders (SAEs) using SAELens to decompose neural network activations into interpretable features.
Use when you have a large collection of MS/MS spectra (hundreds of thousands to millions) that need to be clustered, you have already constructed nearest neighbor indexes on…
Use when your input is an AnnData object with expression matrix X as a sparse scipy matrix or Dask-backed array, and you need to apply preprocessing functions (normalization, PCA,…
Use when when you have a chromVARDeviations object with multiple annotation sets (e.
Use when after generating a count matrix from fragment data using pp.add_tile_matrix, pp.make_peak_matrix, or pp.make_gene_matrix in SnapATAC2.
Use when after calling squidpy.gr.spatial_neighbors or any graph-building operation that outputs sparse matrices to adata.
Design system bootstrapping and token generation. Takes project context and outputs ready-to-use design tokens, Tailwind config, and CSS variables.
Embody the unbreakable Spartan ethos of discipline, courage, and relentless excellence through laconic wisdom and warrior mentality forged in hardship
(💛) Formato standard 'Markdown Smart' (ChordPro inline + Emoji semantiche) per spartiti di canzoni con accordi e testo per tastieristi e pianisti.
Web and App implementation guide for Spatial Computing UI. Trigger when user wants floating elements, environmental awareness, and Apple Vision Pro style.
Use when you have computed k-nearest neighbors for spatial coordinates (e.g., via pynndescent or another NN backend) and need to store the resulting adjacency and distance…
Use when you have a spatial omics dataset (AnnData object with coordinate columns like 'x', 'y', 'z') and an associated tissue image file (e.g., TIFF, PNG, or HE-stained…
Web and App implementation guide for Spatial Design. Trigger when user wants environment-aware layouts, Apple Vision Pro inspiration, and mixed reality aesthetics.
Expert-level guide to spatial expert 59. Comprehensive coverage of advanced concepts, production implementation, and optimization strategies.
Expert-level guide to spatial expert 83. Comprehensive coverage of advanced concepts, production implementation, and optimization strategies.
Use when preparing raw ion image data from mass spectrometry imaging for deep learning-based representation learning.
Use when performing a spatial join or location-based filter between two layers — joining attributes by location, or selecting features that intersect, contain, or fall within…
Provides techniques for performing spatial operations like joins, contains, and distance calculations to identify relations between geographic features.
Use when after calling squidpy.gr.spatial_neighbors on an AnnData object containing spatial coordinates in obsm.
Use when when annotating matrix-related peaks in MSI datasets where candidate peaks have identical or near-identical m/z values (isobaric ions), or when multiple peaks exhibit…
Use when apply SSC when you have preprocessed and normalized MS imaging data (e.g., after TIC normalization and peak processing) and need to discover spatially distinct metabolite…
Comprehensive guide to spatial skill 17. Master the concepts, implementation, best practices, and real-world applications of spatial skill 17 in professional environments.
Master spatial specialized skill 136 with comprehensive coverage of concepts, implementation, optimization, and production best practices.
Master spatial specialized skill 159 with comprehensive coverage of concepts, implementation, optimization, and production best practices.