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Analyze network latency and optimize request patterns

Manage Kubernetes network policies and firewall rules

Build and configure neural network architectures

Create ADHD-friendly visual organizational tools (Mermaid diagrams) optimized for neurodivergent thinking patterns with accessibility modes

Analyze NFT rarity scores and valuations across collections

Natural language processing and text analysis

Database plugin for nosql-data-modeler

Automatically documents technical projects in Obsidian vaults during Claude Code sessions

Run AI models locally with Ollama - free alternative to OpenAI, Anthropic, and other paid LLM APIs. Zero-cost, privacy-first AI infrastructure.

Analyze on-chain metrics including whale movements, network activity, and holder distribution

Track institutional options flow, unusual activity, and smart money movements

Generate ORM models from database schemas or create database schemas from models for TypeORM, Prisma, Sequelize, SQLAlchemy, and more

Run Claude autonomously for 6-8 hours overnight using Git hooks that enforce TDD - wake up to fully tested features

Audit developer experience — measure onboarding time, build speed, deployment friction, and developer satisfaction. Use when asked to "DX audit", "developer experience review", "why is development slow", "onboarding assessment", or "DORA metrics".

Build a service catalog — schema, starter entries, and governance model. Produces what information to capture per service, how it's maintained, and where it lives. Use when asked to "service catalog", "what services do we have", "catalog our services", "service inventory", or "who owns what".

Set up local development environments — devcontainers, Docker Compose, one-command setup, dev/prod parity. Use when asked to "set up dev environment", "devcontainer", "docker compose for dev", "local development setup", or "one command to run".

Define a golden path — the opinionated, supported way to do a common developer task (create a new service, set up an environment, deploy a feature). Produces concrete steps, templates, and tooling. Use when asked to "golden path", "create project template", "scaffold a new service", "how should we create services", or "standardize our setup".

Platform reconnaissance — inventory all developer tooling, environments, build systems, and developer workflows for project takeover. Use when asked to "understand the dev setup", "developer tooling assessment", "platform assessment", or "how do developers work here".

Validate application against performance budgets

Get comprehensive performance optimization recommendations

Detect performance regressions in CI/CD pipeline

PI Pathfinder - Finds the path through 229 plugins. Automatically picks the best plugin for your task, extracts its skills, and applies them. You don't pick plugins, PI does.

Landing page and marketing copy — write hero section, problem/solution blocks, proof points, and CTAs. Use when asked to "write landing page copy", "write the homepage", "marketing copy for this feature", "product page copy", "write the hero section", or "write copy for [surface]".

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