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Execute Juicebox production deployment checklist. Use when preparing for production launch, validating deployment readiness, or performing pre-launch reviews. Trigger with phrases like "juicebox production", "deploy juicebox prod", "juicebox launch c...
Data-independent acquisition (DIA) proteomics analysis with DIA-NN and other tools. Use when analyzing DIA mass spectrometry data with library-free or library-based workflows for deep proteome profiling.
Use when building ML pipelines, orchestrating training workflows, automating model lifecycle, implementing feature stores, or managing experiment tracking systems.
Agent Skill: Comprehensive Jira integration through lightweight Python scripts. AUTOMATICALLY TRIGGER when user mentions Jira URLs like 'https://jira.*/browse/*', 'https://*.atlassian.net/browse/*', or issue keys like 'PROJ-123'. Use when searching i...
Import transcript-level quantifications from Salmon/kallisto into R for gene-level analysis with DESeq2/edgeR using tximport or tximeta. Use when importing transcript counts into R for DESeq2/edgeR.
Agent Skill: Comprehensive Jira integration through lightweight Python scripts. AUTOMATICALLY TRIGGER when user mentions Jira URLs like 'https://jira.*/browse/*', 'https://*.atlassian.net/browse/*', or issue keys like 'PROJ-123'. Use when searching i...
Semantic search across GTM knowledge base using qmd - find context by meaning, not just keywords
Migrate prompts and code from Claude Sonnet 4.0, Sonnet 4.5, or Opus 4.1 to Opus 4.5. Use when the user wants to update their codebase, prompts, or API calls to use Opus 4.5. Handles model string updates and prompt adjustments for known Opus 4.5 beha...
State management with Zustand, Jotai, Context API. Use when implementing global state, stores, or state management patterns in React.
Use when designing domain error handling. Keywords: domain error, error categorization, recovery strategy, retry, fallback, domain error hierarchy, user-facing vs internal errors, error code design, circuit breaker, graceful degradation, resilience,...
Set up local Linear development environment and testing workflow. Use when configuring local development, testing integrations, or setting up a development workflow with Linear. Trigger with phrases like "linear local development", "linear dev setup"...
Transform arbitrary text into well-structured Medium article drafts following a four-part structure: three variations of article title, Benefits from solution, Problem description, and Solution itself. Use when user requests: creating a Medium articl...
Execute Juicebox production deployment checklist. Use when preparing for production launch, validating deployment readiness, or performing pre-launch reviews. Trigger with phrases like "juicebox production", "deploy juicebox prod", "juicebox launch c...
Input validation and sanitization patterns. Use when validating user input, preventing injection attacks, implementing allowlists, or sanitizing HTML/SQL/command inputs.
Input validation and sanitization patterns. Use when validating user input, preventing injection attacks, implementing allowlists, or sanitizing HTML/SQL/command inputs.
Keep Unity repos stable for CI/CD with proper gitignore, LFS, and project settings
Troubleshoot common Granola errors and issues. Use when experiencing recording problems, sync issues, transcription errors, or integration failures. Trigger with phrases like "granola error", "granola not working", "granola problem", "fix granola", "...
Fastbill Buchhaltung & Rechnungen - Kunden verwalten, Rechnungen erstellen/versenden, Produkte/Artikel pflegen, Einnahmen erfassen. Nutze für "Rechnung erstellen", "Kunden anlegen", "Rechnung versenden", "offene Rechnungen", "Umsätze".
Scaffold Filament plugins with Plugin class, ServiceProvider, Resources, and Pest tests
Use when asked to parse, normalize, standardize, or convert dates from various formats to consistent ISO 8601 or custom formats.
Use when asked to parse, normalize, standardize, or convert dates from various formats to consistent ISO 8601 or custom formats.
Differentially methylated region (DMR) detection using methylKit tiles, bsseq BSmooth, and DMRcate. Use when identifying contiguous genomic regions with methylation differences between experimental conditions or cell types.
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