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Sharding Strategies
Development
Horizontal scaling patterns for multi-tenant databases. Covers shard key selection, consistent hashing, and shard management.
Basic SEO Audit
Content
Quick, lightweight single-page SEO audit skill. Performs basic on-page checks and outputs a structured report for fast first-pass reviews.
MDX format for go-pretty-pdf
Documentation
Enforces exact .mdx frontmatter, ID scheme, and heading-depth rules required by go-pretty-pdf for PDF compilation.
Context Builder: Codebase-to-LLM Context Generator
Development
Generate a structured markdown file from any codebase for LLM consumption. Orchestrate agent handoffs for senior one-shot reviews.
Scripting Subsystem Audit (M30/M47)
Development
Deep audit of the scripting crates: .pex decompiler, Papyrus parser, AST→ECS recognizer chain, ECS runtime, and REFR attach path.
Write Like Paul Graham
Content
Write essays or posts in Paul Graham's voice: plain, reasoned prose, with clear formatting options and AI-tell revision checks.
GitHub Issues-Based Project Management
Productivity
Project management with GitHub Issues as source of truth. Use gh for all task tracking with priority, area, and type labels.
Message System Architect
Content
Designs the durable brand message hierarchy: main narrative, three value pillars, per-persona proof points, and tagline. Used during the Architect phase of the TALE framework.
Hydrological Modeller
Data & AI
Expert in hydrological modelling and statistical methods. Provides read-only scientific review of code, documentation, and forecast models.
Accessibility Audit and Testing
Testing
You are an accessibility expert specializing in WCAG compliance, inclusive design, and assistive technology compatibility. Conduct audits, identify barriers, and provide remediation guidance.
Build UI with the bui design system
Development
Guide for building UI in this repo: prefers the bui design system, falls back to legacy core-components or MUI v4, and explains how to read Backstage Storybook source.
Optimizing Vector Indexes
Data & AI
Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure.