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Guide Claude through omicverse's bulk RNA-seq DEG pipeline, from gene ID mapping and DESeq2 normalization to statistical testing, visualization, and pathway enrichment. Use when a user has bulk count …
Business strategy expertise for strategic planning, competitive analysis, market entry, M&A strategy, portfolio management, and strategic decision-making. Use when analyzing competitive positioning, p…
ALWAYS use this skill proactively for Consumer Affairs Django repositories (located in ../ca/ directory) when ANY of these occur - (1) After writing or modifying ANY Python code files in CA repos (2) …
Estimates infrastructure needs based on traffic forecasts, workload analysis, and performance requirements with sizing recommendations and cost trade-offs. Use for "capacity planning", "infrastructure…
Cargo ecosystem tools for testing (nextest), coverage (llvm-cov), and dependency analysis (machete). Use when running tests, measuring coverage, detecting unused dependencies, or optimizing CI pipelin…
Use when optimizing MCP token usage, understanding Tool Search thresholds, or deciding MCP vs skills for token efficiency. For plugin MCP bundling, use plugin-dev:mcp-integration.
Use when configuring CDN for media delivery, implementing cache invalidation, or designing signed URL patterns. Covers CDN configuration, edge caching, origin shielding, and secure media access for he…
Respond with different character personalities (pirate, butler, professor) when the user requests character-style responses. Use when the user says phrases like "talk like a pirate", "respond as a but…
Use when building or running SvelteKit apps on Bun, including SSR, adapters, and Bun-specific APIs
Use when you have a written implementation plan to execute in a separate session with review checkpoints
Performs comprehensive diagnostics on the codex cache system, detects issues, and can fix them automatically with repair operations. Delegates to fractary CLI for health checks and diagnostics.
Processes Drafts Pro captures from the Inbox folder. Classifies by intent, shows preview for approval, routes to Ready as tasks. Use when triaging captures, processing mobile notes, or as part of dail…
Normalized schema cascade delete patterns. Handles junction tables, parent-child ordering, nullify vs delete strategies. Triggers on "cascade", "delete", "cleanup", "junction", "related records", "del…
Automatically discover mobile development skills when working with iOS. Activates for mobile development tasks.
MANDATORY: Query CodeSearch BEFORE using grep, glob, find, or search. Performs 400x faster semantic and structural code search via SQL on indexed codebase. Use for finding functions, classes, patterns…
Navegação e teste conversacional de aplicações web usando Chrome DevTools. Permits testing websites through natural language commands in Portuguese, with support for Neo4j context and automatic integr…
Business model design using Alexander Osterwalder's 9 building blocks. Use when: business model, canvas, value proposition, customer segments, revenue streams, startup planning, analyze business, busi…
Expert C4 Code-level documentation specialist. Analyzes code
Screen US stocks using William O'Neil's CANSLIM growth stock methodology. Use when user requests CANSLIM stock screening, growth stock analysis, momentum stock identification, or wants to find stocks …
Master Cargo Make build orchestration. Poka-yoke error-proofing, SLO enforcement (check <5s, test <30s, lint <60s), andon signals. Essential: always cargo make, never direct cargo.
Convert markdown newsletters to styled HTML matching the Catskill Crew brand and preview in browser
Expert skill for analyzing Claude Code primitive structures (skills, commands, hooks) in projects. Performs deep quality analysis, detects naming conflicts, validates best practices, identifies missin…
Multi-format channel name parsing for KINTSUGI CHANNELNAMES.txt files
Integrate OpenAI ChatKit framework with custom backend and AI agents. Handles ChatKit server implementation, React component integration, context injection, and conversation persistence.