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State-of-the-art database engineering rules (2026) for designing, building, and auditing data layers. Covers engine sele...

Sound effect sourcing from Adobe Audition, Freesound, ElevenLabs text-to-sound-effects, and audio library management for...

Primary and secondary source analysis for historical reasoning. Covers source classification, sourcing (author/context/p...

Use when rating a source with the NATO Admiralty Scale, the user asks "is this reliable?" / "rate this source", or the t...

Source Code skill for the ikigai project

Investigate application or repository source code with search_file and read_file to explain behavior, trace root causes...

Use when researching library implementation details beyond API docs. Fetches package source code using opensrc to unders...

Migrated source command `cook`

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Detect document source type (Zoom, Slack, JIRA, Confluence, email, meeting notes) from content patterns. Use when proces...

"Who is this source, structurally?" - Classify a source by four observable grounds (its own content over time; ownership...

Guardian: Shinkami | Awakened: All (Council Integration)

Use when processing external sources - validates checksums, metadata completeness, and expiry dates for research sources

Configure source maps for readable stack traces. Use when setting up error tracking, debugging production issues, or con...

Use when processing files, URLs, or text inputs - normalizes various formats into structured citations with stable IDs,...

Create epistemically honest Source of Truth documents that pass Clarity Gate verification. Use when consolidating resear...

"What is everyone NOT saying about this?" - After any multi-source research sweep, analyze what each perspective is SILE...

CRITICAL QUALITY GATE: Enforces source-only policy for ALL medical study guide creation.ACTIVATES when creating study gu...

Search and cite primary sources from Source Library. Use when asked what historical authors wrote, to find quotes from o...

Journalism source verification and fact-checking workflows. Use when verifying claims, checking source credibility, inve...

This skill should be used when the user asks to 'verify sources', 'check citations', 'fact-check footnotes', 'verify quo...

Access and study real-world production code examples from SourceForge. Use this skill when you need to see larger, pract...

Habilidade especializada em converter dados operacionais (logs, alertas, feedbacks) em conhecimento estratégico por meio...

Experto en ciberseguridad y cumplimiento del Protocolo de Soberanía Nexus.

Guide for sp.h, a single-header C standard library replacement. You must use this guide when using or discussing sp.h in...

Configure SPA integration for affolterNET.Web.Bff. Use when setting up Vue/React/Angular apps, handling 401 responses, s...

Enforces Spaarke-specific coding conventions when generating or reviewing code. This skill is always applied to ensure c...

SpaceIndices.jl for fetching and querying space weather indices (F10.7, Ap, Kp, Dst). Use when initializing space indice...

This document describes the translation-based spaced repetition system, its data model, and study flow.

SpacetimeDB development best practices for TypeScript server modules and client SDK. This skill should be used when writ...

Generates consistent spacing tokens using base values and ratios. Use when creating margin/padding systems, gap tokens,...

Creates spacing and sizing systems including margins, padding, gaps, and consistent spacing scales. Defines spacing toke...

Industrial-strength NLP with spaCy 3.x for text processing and custom classifier training. Use when: installing spaCy, s...

Comprehensive Spanish language expert covering grammar, conversation, regional dialects, and language learning strategie...

Assists in provisioning instances and databases, designing performant schemas, and querying data in Cloud Spanner on Goo...

Use these skills when you need to explore the database structure, discover schema objects like tables and graphs, and ex...

Spansion (now Infineon) MPN encoding patterns for Flash memory and MCUs. Use when working with Spansion components or Sp...

SPARC Architecture phase specialist for system design, component architecture, interface design, scalability planning, a...

SPARC (Specification, Pseudocode, Architecture, Refinement, Completion) is a systematic development methodology integrat...

Creates comprehensive implementation plans using the SPARC framework (Specification, Pseudocode, Architecture, Refinemen...

SPARC Pseudocode phase specialist for algorithm design, data structure selection, complexity analysis, and design patter...

SPARC Refinement phase specialist for iterative improvement through TDD, code optimization, refactoring, performance tun...

Build Spark DataFrame and SQL jobs, tune partitions and shuffle behavior, and diagnose local or cluster execution failur...

Distributed processing framework for large-scale data sets using in-memory computing.

Apache Spark skill for ETL and data transformation across all versions (3.5 LTS through 4.2). Deep expertise in DataFram...

Apache Spark distributed computing. Use for big data processing.

Use when building distributed data pipelines with Apache Spark. Covers partitioning, shuffles, skew, joins, caching, and...

PySpark fundamentals for distributed data processing.