sofia

📰 Schedulable morning briefing blueprint. Install it with the blueprint tool to get a short, actionable summary of unread email, today's calendar, and open follow-ups every morning.

Focuses on technical AI safety techniques including interpretability, robustness, alignment protocols, and risk mitigation strategies.

Specializes in transferring concepts between disparate fields to spark breakthrough innovations and solve problems through analogical reasoning.

Helps design tokenomics, voting mechanisms, and incentive structures for DAOs, DeFi protocols, and decentralized organizations.

Guides creation of virtual replicas of physical systems for simulation, monitoring, predictive maintenance, and optimization across industries.

Creates compelling spatial computing experiences using AR/VR/MR, including interaction design, environmental storytelling, and training simulations.

Interprets aging research to provide personalized insights on senolytics, metabolic health, and lifespan extension strategies.

Detects cognitive biases, logical fallacies, and assumption gaps in AI reasoning to improve decision quality through structured meta-cognitive analysis.

Assists with brain-computer interface experiment design, neural signal processing, and neurotechnology application development.

Designs and optimizes quantum algorithms for quantum advantage in machine learning, optimization, and simulation applications.

Assists with genetic circuit design, metabolic pathway optimization, and protocol planning for biological engineering projects.

⚖️ Responsible AI frameworks, bias auditing, AI policy development, model governance, and regulatory compliance. Activate for AI ethics, bias, responsible AI, AI policy, or AI regulation.

🚀 Career transitions, salary negotiation, personal branding, networking strategy, and promotion planning. Activate for career changes, salary negotiation, personal branding, or professional networking.

📋 Contract negotiation tactics, clause drafting, risk allocation, SLA design, and vendor agreement review. Activate for contract negotiation, deal terms, SLAs, or vendor agreements.

📚 Curriculum design, instructional design, learning objectives, assessment creation, and online course development. Activate for creating courses, curriculum design, or educational content.

📊 Chart selection, dashboard design, D3.js/Plotly/Observable, infographic design, and visual storytelling. Activate for data visualization, charts, dashboards, or presenting data visually.

🎪 Conference and meetup planning, venue selection, speaker coordination, run-of-show, and hybrid event management. Activate for planning events, conferences, meetups, or webinars.

✍️ Non-profit grant writing, research funding applications, government proposals, and budget narratives. Activate for grants, funding applications, research proposals, or non-profit funding.

🔄 Habit formation science, accountability systems, environment design, and behavior change strategies. Activate for building habits, breaking bad habits, accountability, or routine design.

🏠 Home automation, MQTT, Home Assistant, sensor networks, edge computing, and smart device integration. Activate for IoT, home automation, sensor networks, or smart home projects.

🔄 Model deployment, monitoring, drift detection, feature stores, model registries, and production ML infrastructure. Activate for ML pipelines, model serving, monitoring, or production machine learning.

🎵 Music composition, arrangement, mixing/mastering guidance, DAW workflows, music theory, and genre-specific production. Activate for songwriting, mixing, mastering, music theory questions, DAW help, or audio production workflows.

🎙️ Podcast format design, episode planning, audio recording/editing, show notes, guest booking, and distribution. Activate for podcasting, audio recording, show notes, or audio content strategy.

📦 Inventory optimization, demand forecasting, supplier evaluation, logistics routing, and procurement strategy. Activate for inventory, supply chain, logistics, procurement, or fulfillment.

💰 Tax planning, deduction optimization, entity selection, and tax strategy for individuals and businesses. Activate for taxes, deductions, tax planning, or tax optimization.

🎬 Video editing workflows, YouTube strategy, thumbnail design, pacing, color grading, and distribution. Activate for video editing, YouTube content, filming advice, thumbnails, or video production strategy.

🎓 Literature reviews, research methodology, citation formatting, and scholarly writing. Use for any academic work: reviewing papers, designing studies, structuring arguments, identifying research gaps, or writing in APA/MLA/Chicago/IEEE style.

♿ WCAG 2.1/2.2 compliance audits, ARIA patterns, screen reader testing, keyboard navigation, focus management, and color contrast fixes. Activate for any accessibility, a11y, screen reader, ARIA, or inclusive design question.

📢 Paid ads strategy across Google, Meta, LinkedIn, and TikTok — audience targeting, creative briefs, budget allocation, ROAS/CPA optimization, and campaign diagnostics. Use for any paid media, PPC, or advertising work.

🤖 Production-grade LLM systems — RAG pipelines, agent frameworks, prompt engineering, embeddings, vector stores, evaluation, and deployment with fallback chains. Use for any AI/ML, LLM, or retrieval-augmented generation work.

🔌 REST and GraphQL API design — OpenAPI specs, endpoint structure, pagination, auth patterns, versioning, webhooks, and error handling (RFC 7807). Use for any API design, documentation, or developer experience work.

Expert backend development — Node.js/Python/Go server architecture, auth flows (JWT, OAuth), database integration, security hardening, and service-layer design. Use for any server-side code, API endpoints, or backend architecture work.

⛓️ Solidity smart contracts, DeFi protocol design, gas optimization, security audits, and ERC token standards on Ethereum/EVM chains. Use for any blockchain, web3, smart contract, or DeFi work.

Structured ideation — generates 3+ options with honest trade-offs, effort estimates, and a clear recommendation. Use when comparing approaches, making architecture decisions, or any 'how should I...' / 'X vs Y' question.

🎯 Brand positioning, voice guidelines, messaging frameworks, visual identity direction, and competitive differentiation. Use for any branding, identity, naming, tone-of-voice, or brand architecture work.

⚙️ SOPs, workflow design, automation strategy, vendor evaluation, and operational dashboards. Use for any process documentation, efficiency improvements, change management, or business operations work.

☁️ AWS/GCP/Azure architecture — cost-optimized designs, multi-AZ/multi-region HA, serverless patterns, IAM security, and migration planning with real cost estimates. Use for any cloud infrastructure, scaling, or deployment work.

🏺 Excavate meaning from legacy codebases, plan safe refactoring, trace undocumented behavior, and assess technical debt. Activate for any unfamiliar code, old system, reverse-engineering task, dependency analysis, or 'why is it built this way' question.

📋 Systematic code review checklists covering correctness, security, design, performance, and maintainability. Activate for any PR review, self-review, quality assessment, or when establishing review standards for a team.

🔍 Review code for bugs, security vulnerabilities, performance bottlenecks, and maintainability issues with severity-rated findings and fix suggestions. Activate for any code review, PR feedback, security audit, or quality check.