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Execute whiteboard plans through gated phases with subagent dispatch. Require feature branch. Each phase goes through DISCOVERY -> PRE-GATE (pseudocode) -> IMPLEMENT -> POST-GATE (reviewer) -> CHECKPO…
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 …
Expert C4 Code-level documentation specialist. Analyzes code
Estimates infrastructure needs based on traffic forecasts, workload analysis, and performance requirements with sizing recommendations and cost trade-offs. Use for "capacity planning", "infrastructure…
Normalized schema cascade delete patterns. Handles junction tables, parent-child ordering, nullify vs delete strategies. Triggers on "cascade", "delete", "cleanup", "junction", "related records", "del…
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
Validates error handling follows AppResult/AppError pattern, detects anyhow regression, ensures ErrorCode usage
Provides patterns for building detailed structures programmatically using Parts and CSG. Use when creating buildings, towers, vehicles, or any brick-by-brick constructions in code.
Use when building or running SvelteKit apps on Bun, including SSR, adapters, and Bun-specific APIs
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) …
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
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…
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…
Query and analyze logs using Grafana Loki for the Kagenti platform, search for errors, and investigate issues
Use when building web UIs with Next.js 15+ and React 19 - covers Server Components, App Router, testing with Vitest and Playwright, and accessibility standards
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.
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…
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…
Integrate OpenAI ChatKit framework with custom backend and AI agents. Handles ChatKit server implementation, React component integration, context injection, and conversation persistence.
Validates database access follows repository pattern, detects god-trait regression, ensures focused repositories