Expert skill for integrating local Large Language Models using llama.cpp and Ollama. Covers secure model loading, inference optimization, prompt handling, and protection against LLM-specific vulnerabilities including prompt injection, model theft, and denial of service attacks.

Write technical launch blog posts optimized for both traditional SEO and AI engine citation (AEO). Use this skill whenever someone asks to write a launch announcement blog post, a technical blog post for a product release, a changelog-style post, or any written content tied to a product launch that lives on a blog or docs site. Also trigger for "write the blog post for this launch," "draft the announcement," "I need a technical write-up for this feature," or any request to create long-form launch content. Covers post structure, technical writing, benchmarks, tutorials, SEO, and answer engine optimization (AEO/GEO).

Plan and execute multi-channel distribution for product launches across X/Twitter, Reddit, LinkedIn, Hacker News, and other platforms. Use this skill whenever someone asks to create a distribution plan, figure out where to post a launch, build a press list, set up internal amplification, or coordinate multi-channel promotion. Also trigger for "where should we post this," "how do we get the word out," or any request about promoting or distributing a product announcement. Covers channel strategy (with deep playbooks for Twitter, Reddit, and LinkedIn), post-launch retro, and building a repeatable distribution engine.

Pull Intercom tickets and Slack support messages from the past 7 days, classify each signal, enrich with CRM data (ARR, plan, renewal), score by customer value and churn risk, and output a tiered priority report saved to Drive. Use when you need a fast, data-driven view of what support signals matter most.

Read lost deals and churned accounts from your CRM, extract reasons clustered by theme (missing features, pricing, competitors, UX), and write a prioritized weekly analysis with product improvement recommendations. Use before roadmap planning or to build the case for prioritizing retention work.

Validate automatically validates AI assistant code plugin structure, schemas, and compliance when user mentions validate plugin, check plugin, or plugin errors. runs comprehensive validation specific to AI assistant-code-plugins repository standards. Use when validating configurations or code. Trigger with phrases like 'validate', 'check', or 'verify'.

Unified team skill for UI design team. Research -> design tokens -> audit -> implementation. Uses team-worker agent architecture with roles/ for domain logic. Coordinator orchestrates dual-track pipeline with GC loops and sync points. Triggers on "team ui design", "ui design team".

Run Rust benchmarks and compare performance with the C implementation. Use this when you work on migrating C code to Rust and want to ensure performance is not regressed.

Determine which parts of the C codebase use Rust-defined C symbols. Use this when you want to understand which C code files may be impacted by changes to a Rust FFI crate.

Optional customization and upgrade tool. This skill should be used when the user says "initialize arness code", "arness code init", "arn-code-init", "init arness code", "setup arness code", "arness code setup", "set up arness code", "start arness code", "upgrade arness code", "update arness code", "configure arness code for this project", "add arness code to this project", "reconfigure arness code", "review arness config", "customize arness config", "arness settings", or wants to customize Arness configuration, review current settings, or upgrade after a plugin update. Handles both existing codebases (analyzes patterns) and greenfield projects (recommends patterns based on technology choices). Also handles upgrades after plugin updates.

Manages stakeholder relationships using Kim Scott's Radical Candor and Carole Robin's interpersonal dynamics. Use when giving/receiving feedback, navigating difficult conversations, or building trust across teams.

Maps organizational power dynamics and builds influence without authority using Jeffrey Pfeffer's power frameworks. Use when getting buy-in for ideas, navigating company politics, managing up, or building coalitions across teams.

Build and troubleshoot GraalVM Native Image applications. Use this skill to build Java applications with GraalVM Native Image, configure CLI options, or resolve build or runtime issues.

This skill should be used when the user asks to "plan this", "make a plan", "create an implementation plan", "how should I implement", "design the implementation", "plan the refactor", "plan the migration", "plan the feature", "break this down into steps", "implementation strategy", "deep plan", "thorough plan", or wants a thorough, multi-phase implementation plan with codebase exploration before writing any code.

Scaffold a Prisma 6.x project with schema.prisma (datasource, generator, models, relations, enums), migrations, seed script, Prisma Client usage, type-safe queries, and middleware.

Scaffold a Nuxt 3.x project with auto-imports, layouts, `definePageMeta`, `useFetch`/`useAsyncData`, server routes, Nitro config, and SSR/SPA mode conventions.

Scaffold Terraform 1.9+ infrastructure with provider configuration (AWS/GCP/Azure), modular structure, remote state, variables, outputs, workspaces, and common resource patterns.

Scaffold a TypeORM 0.3+ project with TypeScript, entities with decorators, CLI migrations, repositories, DataSource configuration, relations, query builder, and subscribers.

Generate multi-service Docker Compose files with common stacks (app + DB + Redis + Nginx), volumes, networks, healthchecks, depends_on, environment variables, and profiles.

Scaffold an Angular 19 project with standalone components (no NgModules), signals, lazy-loaded routing, `inject()` services, and Angular Material or PrimeNG.