Skills for your AI
Guides cloud service selection, configuration, monitoring, cost optimization, security, compliance, integration, scaling, storage, deployment, ML pipelines, serverless, databases, CDN, IoT, DevOps, VDI, and media/NLP integration across AWS, Azure, and Google C
Creates and manages Cloud SQL instances, databases, and users for MySQL, PostgreSQL, and SQL Server on Google Cloud, including backups, high availability, and secure connectivity. Use when the user asks to create a Cloud SQL instance, set a database user passw
Guides IT directors through cloud strategy work including provider evaluation, cost optimization, migration, security, governance, and architecture. Use when the user asks to compare cloud providers, cut cloud costs, plan a migration, assess compliance, design
Formulates and manages an organization's cloud strategy across readiness assessment, provider selection, cost, security, migration, data governance, performance, governance, training, disaster recovery, KPIs, hybrid cloud and cost optimization. Use when a VP o
Turns an organization's IT estate, cloud usage, and business goals into a full cloud strategy covering provider evaluation, cost, security, migration, performance, DR, training, vendors, governance, and architecture. Use when planning or governing cloud strate
Deploys apps and infrastructure to Cloudflare Workers, Pages, D1, R2, KV, Durable Objects, and Workflows using Wrangler, Pulumi, Terraform, or the Cloudflare API. Use when the user asks to deploy, host, publish, or troubleshoot a Cloudflare project.
Marketing leadership for scaling companies. Brand positioning, growth model design, marketing budget allocation, and marketing org design. Use when designing brand strategy, selecting growth models (PLG vs sales-led vs community-led), allocating marketing budg
Collects, analyzes, and interprets customer feedback from surveys, social media, reviews, interviews, and other touchpoints to produce actionable insights. Use when the user needs survey design, feedback categorization, sentiment monitoring, NPS analysis, comp
Manages influencer partnerships end to end — discovery, compensation, briefs, KPIs, outreach, content ideas and ROI — for CMOs. Use when the user asks to find or evaluate influencers, benchmark pay or draft contracts, build campaign briefs or guidelines, set o
Turns raw marketing data into sentiment analyses, campaign and ROI reports, segmentations, forecasts, and strategic recommendations for a CMO. Use when the user asks to analyze marketing data, track campaign performance, calculate ROI, segment customers, compa
Plans product launches from market and competitor research through positioning, pricing, channel and campaign planning, content, sales enablement, and post-launch performance tracking. Use when the user needs research, segmentation, positioning, pricing, chann
/cs:cmo-review <plan> — Narrative-first interrogation of positioning, ICP, message house, and channel mix. Use when launching a campaign or repositioning, or when CAC is rising and the one-sentence positioning test fails.
Turns customer data and market research into segments, personas, targeting strategies, campaign messaging, journey maps, metrics, pricing, retention plans, and competitive analysis. Use when a CMO needs segmentation, persona development, positioning, campaign
When the user wants to find co-marketing partners, plan joint campaigns, or brainstorm partnership opportunities. Use when the user says 'co-marketing,' 'partner marketing,' 'joint campaign,' 'who should we partner with,' 'integration marketing,' 'cross-promot
Loads, analyzes, and simulates genome-scale metabolic models with COBRApy using FBA, FVA, knockouts, flux sampling, production envelopes, gapfilling, and model building. Use when the user wants to run constraint-based metabolic modeling on an SBML, JSON, or YA
Builds and operates CocoIndex Python flows for AI data pipelines, covering requirements gathering, dependency and environment setup, flow code generation, custom functions, running flows, and debugging. Use when a developer wants to index files or data into a
Analyzes an existing codebase's patterns and conventions and produces a complete implementation blueprint for a requested feature. Use when the user asks to design a new feature, plan an implementation, map data flow, or produce an architecture blueprint for a
Reviews AI-generated code diffs against ten guardrail rules covering conventions, minimal change, invented APIs, verification, weakened tests, swallowed errors, scope, unread deletions and secrets. Use when a diff or AI-written change needs review, when a clai
Reviews code, troubleshoots errors, inspects stack traces, writes test cases, guides environment setup, version control, tooling, performance profiling, and error handling for developers. Use when a developer shares code, an error message, a stack trace, a fai
Traces a codebase feature from entry points through all layers to data storage and produces a structured analysis report. Use when asked to analyze a feature, find entry points, trace a call chain, map architecture, or document implementation details.
Analyzes provided code to propose refactorings for clarity, performance, and maintainability, covering method extraction, duplication, conditionals, error handling, data structures, dead code, design patterns, and parameter objects. Use when a developer shares
Reviews pull requests and code diffs for security, performance, design, and test coverage following Sentry engineering practices, producing draft review comments. Use when given a PR URL or diff to review, when checking Python/Django or TypeScript/React patter
Reviews code for style, readability, performance, security, architecture, error handling, dependencies, tests, version control, and quality metrics, returning findings and fixes. Use when the user asks for a code review, style check, security scan, performance
Code review automation for TypeScript, JavaScript, Python, Go, Swift, Kotlin, C#, .NET, Java, C, C++, Rust, Ruby, PHP, and Dart/Flutter. Analyzes PRs for complexity and risk, checks code quality for SOLID violations and code smells, generates review reports. U
