maxim

Apply a behavioral framework from FRAMEWORKS_MASTER to any task. Dispatches to behavior-science-persuasion skill with Fogg, COM-B, Cialdini, Hook Model, EAST, or Prospect Theory.

Three-layer brand foundation voice system. Subcommands: calibrate / update / scan / reset. Loads ARIA base + operator overlay + startup overlay, scans drafts for AI-tells.

CEO morning cycle — overnight-delta summary, priority queue, finance + partnerships scan, blockers surfaced, next-24h plan generated from portfolio state.

CEO overnight cycle — scheduled automation that runs while the operator sleeps, processes portfolio signals, and prepares the morning brief.

One-time CEO automation setup — wires .mxm-executive-summary/ context, portfolio scheduled tasks, and CEO-office agent roster.

Routes to the CEO Office. Lead: enterprise-architect. Scope: strategy, vision, finance, partnerships, enterprise architecture, governance.

Routes to the CINO Office. Lead: innovation-researcher. Scope: innovation, R&D, emerging tech, horizon scanning, cross-domain synthesis.

Routes to the CMO Office. Lead: content-strategist. Scope: marketing, brand, content, SEO, conversion, behavioral design.

Run the compliance MCP on current context. Checks against 14 frameworks: GDPR, PIPEDA, PCI-DSS, SOC2, HIPAA, UAE-PDPL, CASL, FINTRAC, EU AI Act, ISO 27001/13485/14971, NIST CSF, WCAG 2.1.

Load project context — reads config/project-manifest.json, .mxm-skills/agents-handoff.md, and session memory. Outputs the cold-start briefing.

Routes to the COO Office. Lead: planner. Scope: operations, delivery, support, sprints, experiments.

Routes to the CPO Office. Lead: product-strategist. Scope: product strategy, UX, UI, market research, user feedback.

Routes to the CSO Office. Lead: security-analyst. Scope: security, compliance, privacy, ethics, risk, incident response.

Routes to the CTO Office. Lead: implementer. Scope: engineering, infrastructure, data, AI, APIs, DevOps, cloud.

Dispatches to the full design skill roster — UI styling, design systems, brand, banner design, slides, UI/UX pro max master orchestrator.

Project health dashboard — runs Proactive Watch drift detection across 10 classes, surfaces gaps, review queue, skill-gap log, handoff state.

Show Maxim command catalog, office routing table, and confidence-tag rubric. First stop for new users.

Implementation mode — dispatches to CTO office implementer agent with test-first discipline, Superpowers TDD integration, and commit protocol.

Bootstrap a new project with ARIA scaffolding — project-manifest, watch-profile, brand-foundation, session-memory, operator-profile.

Reorganize project files, documents, and artifacts — dedupe policy, canonical-path enforcement, documents/ structure rebuild.

Planning mode — wraps Planning-With-Files community pack with Maxim behavioral overlay (Fogg B=MAP, COM-B) and confidence tagging.

Portfolio view across projects — reads config/project-manifest.json from every registered project, surfaces cross-project drift and priorities.

Cross-session memory recall — queries MemPalace semantic knowledge graph for prior decisions, artifacts, and context.

Ship a version — wraps session-end bundle + version bump + CHANGELOG update + MOAT_TRACKER review + tag creation.

Write a memory note to MemPalace — tagged, indexed, queryable in future sessions via /mxm-recall.

Code or document review — dispatches to the reviewer agent with framework citation requirements and confidence tagging.

Executive router — classifies unknown-intent tasks and routes to the correct office. First stop when you are not sure which /mxm-{office} to invoke.

Security review — dispatches to CSO office security-analyst with threat modeling, OWASP checklist, and compliance cross-reference.

SEO mode — dispatches to CMO office with search-visibility skill, E-E-A-T framework, structured data, and search-intent mapping.

Named "Update files inventory" closure bundle. Runs the full 9-document session-end ritual so nothing silent-regresses between sessions. Distinct from /mxm-release (shipping a version) and /mxm-update (capability inventory only).

Current session status — active handoff state, open skill gaps, pending review queue, drift class alerts.

Activate the Superpowers workflow pattern set — brainstorming, TDD, systematic debugging, subagent dispatch, git worktrees, writing plans.

Scheduled task runner — usage-aware scheduler that respects Claude usage limits and pauses work when thresholds are exceeded.

Testing mode — dispatches to tester agent with TDD discipline, ARIA frameworks (FIRST principles), and coverage requirements.

Capability-inventory update — refreshes AGENT_SKILL_INVENTORY.md from filesystem reality. Narrower than /mxm-session-end.

Voice mode entry point. Routes spoken utterances to Maxim commands via hotword config or executive-router. Wraps mbailey/voicemode for Whisper STT + Kokoro TTS.

Proactive drift detection across 10 universal drift classes. Surfaces silent regressions between declared reality (docs, inventories, ADRs) and actual reality (filesystem, git, deps).

Knowledge layer entry point. Subcommands: ingest / query / lint / explore. Built on MemPalace per the Brandvoice pattern.

Designs business capability models, operating models, and strategic architecture frameworks aligned with enterprise goals. Responsible for bridging business strategy and technology execution across iSimplification, SentinelFlow, GulfLaw.ai, FixIt, and DrivingTutors.ca — ensuring every system investment maps to measurable business outcomes.

Designs enterprise-wide architecture strategies and leads digital transformation initiatives using TOGAF, Zachman, FEAF, ArchiMate, and BIZBOK frameworks. Core agent for iSimplification's multi-tenant AI platform design and SentinelFlow's governance architecture.

Builds, maintains, and stress-tests financial models while also monitoring real-time financial health — covering SaaS unit economics, revenue forecasts, runway calculations, investor-grade projections, budget tracking, expense monitoring, and anomaly detection for iSimplification, GulfLaw.ai, DrivingTutors.ca, FixIt, and SentinelFlow.

Establishes IT governance frameworks, decision rights, and accountability structures using COBIT, ITIL, and RACI Matrix methodologies. Ensures iSimplification's AI governance posture and SentinelFlow's compliance monitoring capabilities meet enterprise and regulatory governance standards.

Develops ethical influence campaigns and stakeholder engagement strategies to align audiences, build coalitions, and drive adoption of initiatives while maintaining transparency and user autonomy. Applies Cialdini's 6 Principles, cognitive bias awareness, and AIDA frameworks to support iSimplification, GulfLaw.ai, and DrivingTutors.ca go-to-market and internal change management.

Crafts compelling investor pitch decks, executive summaries, and funding narratives for iSimplification, GulfLaw.ai, DrivingTutors.ca, FixIt, and SentinelFlow — targeting pre-seed through Series A investors. Translates complex AI platform value propositions into clear, data-backed investment stories that address market size, differentiation, traction, team, and return potential using proven VC pitch frameworks.

Applies behavioral science and interest-based bargaining frameworks to negotiations for better outcomes while maintaining relationships, ethics, and transparency. Uses BATNA analysis, anchoring strategies, and Cialdini's principles to secure value without compromising trust or long-term partnerships across iSimplification vendor, client, and partnership deals.

Identifies, structures, and manages strategic partnerships, channel alliances, and integration ecosystems for iSimplification, GulfLaw.ai, DrivingTutors.ca, FixIt, and SentinelFlow. Applies interest-based negotiation and stakeholder alignment frameworks to build partnerships that expand distribution, accelerate market entry, and create compounding network effects across Canadian, North American, and MENA markets.

Orchestrates the production of multimedia content assets — video, audio, and visual — for iSimplification, DrivingTutors.ca, and FixIt. Manages the full production pipeline from brief to final deliverable, ensuring content quality, brand consistency, and on-time delivery across all media formats.

Scans emerging technology trends, research breakthroughs, and market signals to identify innovation opportunities for iSimplification.io and portfolio projects. Coordinates with `trend-researcher` and `rd-coordinator` to translate horizon insights into actionable R&D priorities.

Coordinates research and development activities across iSimplification's AI product pipeline — managing the flow from research signal to validated concept to engineered feature. Ensures that AI research insights, competitive intelligence, and emerging technology evaluations are systematically translated into actionable product and engineering decisions.

You are the Maxim skill synthesis agent. After complex tasks (complexity >= 8/10), you inspect the task trajectory and extract generalizable patterns into a reusable SKILL.md draft. You learn from Maxim's own work — turning multi-agent chains, cross-domain routing decisions, and framework compositions into codified, repeatable skills that future sessions can activate without rediscovering the same patterns.

Designs products, services, and experiences using behavior science principles to drive desired user actions and outcomes ethically. Applies Fogg Behavior Model, COM-B, Hook Model, EAST Framework, and Nudge Theory to reduce friction, increase motivation, and build sustainable engagement across FixIt, DrivingTutors.ca, and iSimplification.

Enforces brand voice, tone, messaging consistency, and visual identity standards across all content, product copy, and marketing assets for iSimplification, GulfLaw.ai, DrivingTutors.ca, FixIt, and SentinelFlow. Acts as the final content gate before publication — ensuring every audience-facing output is on-brand, consistent, and aligned with each vertical's positioning strategy.

Plans, prioritizes, and governs content production across all verticals while also executing multi-format content creation — combining Topic Cluster strategy, Content Calendar frameworks, and E-E-A-T alignment with direct copywriting, brand voice execution, and audience-targeted content production for iSimplification, GulfLaw.ai, DrivingTutors.ca, FixIt, and SentinelFlow.

Optimizes conversion funnels using behavioral insights, persuasive design, and A/B testing frameworks while maintaining ethical standards. Drives signup, subscription, and lead conversion improvements for FixIt's marketplace funnel, DrivingTutors.ca's enrollment flow, and iSimplification's trial-to-paid conversion.

Optimizes decision-making processes and reduces cognitive friction while mitigating bias across all user-facing product verticals. Designs choice architecture that preserves user autonomy, reduces choice overload, and improves decision quality using behavioral economics principles for iSimplification, FixIt, DrivingTutors.ca, and GulfLaw.ai.

Produces clear, structured, and maintainable technical documentation for all products and APIs across iSimplification, GulfLaw.ai, DrivingTutors.ca, FixIt, and SentinelFlow. Covers API references, developer guides, onboarding docs, ADRs (Architecture Decision Records), and knowledge base articles — ensuring every team member and integration partner can work efficiently without tribal knowledge dependencies.

Designs and writes high-converting email campaigns, drip sequences, and lifecycle automation flows for iSimplification, GulfLaw.ai, DrivingTutors.ca, FixIt, and SentinelFlow. Applies AIDA, behavioral segmentation, and Jobs-to-be-Done frameworks to craft emails that drive activation, retention, upsell, and re-engagement across every stage of the user lifecycle.

Designs and executes rapid growth experiments across acquisition, activation, retention, referral, and revenue (AARRR) funnels. Drives user and revenue growth for FixIt, DrivingTutors.ca, and iSimplification using A/B testing, growth hacking frameworks, and Lean Startup validation loops to identify the highest-leverage levers.

Designs and orchestrates go-to-market launch strategies for products, features, and verticals across iSimplification, FixIt, DrivingTutors.ca, and GulfLaw.ai. Defines ICP, channel strategy, positioning, pricing tiers, and sales-marketing alignment to ensure every launch generates measurable pipeline, activation, and revenue outcomes from day one.

Builds habit loops and behavior change systems to create sustainable user engagement without manipulation. Designs Hook Model cycles and Fogg Tiny Habits frameworks for DrivingTutors.ca's daily study routines, FixIt's repeat-booking behavior, and iSimplification's daily active usage patterns.

Designs, writes, and optimizes conversion-focused landing pages for all product verticals and campaigns across iSimplification, GulfLaw.ai, DrivingTutors.ca, FixIt, and SentinelFlow. Applies CRO (Conversion Rate Optimization), AIDA, and behavioral economics principles to maximize lead capture, free trial signups, and demo requests from every traffic source.

Manages translation, cultural adaptation, and regulatory localization of all product interfaces, content, and legal documents for iSimplification, GulfLaw.ai, DrivingTutors.ca, FixIt, and SentinelFlow across Canadian (English/French bilingual), North American, and MENA market expansions. Ensures compliance with Canada's Official Languages Act, Quebec's Bill 96 (French language requirements), and MENA region legal and cultural standards.

Designs choice architecture for better user decisions using Nudge Theory while fully preserving user freedom and autonomy. Applies libertarian paternalism principles to default settings, onboarding flows, and decision points across FixIt, DrivingTutors.ca, and iSimplification to guide users toward beneficial choices without coercion.

Applies evidence-based persuasion principles to content, campaigns, and communications to influence attitudes and behaviors ethically. Produces high-converting copy, messaging frameworks, and social proof systems for FixIt's provider recruitment, iSimplification's B2B sales content, and GulfLaw.ai's MENA market positioning.

Drives organic search visibility and ranking performance across all content-producing verticals by applying E-E-A-T principles, Core Web Vitals optimization, Schema.org structured data, AEO/voice search optimization, geo-targeted local SEO, technical site health auditing, keyword intent research, and authority building. Ensures iSimplification, DrivingTutors.ca, GulfLaw.ai, and FixIt rank for high-intent queries in target markets (Canada, MENA).

Produces clear, structured, and developer-friendly changelogs, release notes, and migration guides for every product release across iSimplification, GulfLaw.ai, DrivingTutors.ca, FixIt, and SentinelFlow. Applies Keep a Changelog and Semantic Versioning standards to ensure every release communicates impact accurately to developers, enterprise clients, and compliance auditors.

Drives customer retention, expansion revenue, and NPS improvement across iSimplification, GulfLaw.ai, DrivingTutors.ca, FixIt, and SentinelFlow by designing proactive success programs, health scoring systems, and escalation playbooks. Ensures every customer reaches ongoing value realization — reducing churn, increasing expansion MRR, and building the reference customer base needed for enterprise sales.

Manages the full lifecycle of product and growth experiments across all active verticals — from hypothesis registration through execution, measurement, and learning archival. Ensures iSimplification, FixIt, and DrivingTutors.ca maintain a disciplined, data-driven experimentation culture that compounds learning over time.

Builds, maintains, and optimizes the internal and external knowledge bases for iSimplification, GulfLaw.ai, DrivingTutors.ca, FixIt, and SentinelFlow — ensuring every article is accurate, discoverable, and structured for both human self-service and AI retrieval (RAG). Reduces support ticket volume through proactive content gap analysis and keeps all documentation current with product releases.

Drives features and product releases to completion by managing shipping cadence, unblocking delivery bottlenecks, and coordinating cross-agent handoffs across all active verticals. Ensures iSimplification, FixIt, DrivingTutors.ca, GulfLaw.ai, and SentinelFlow maintain a consistent, predictable release rhythm that compounds velocity over time.

Manages sprint backlog grooming, story prioritization, and sprint planning cycles across all active development verticals. Uses Agile/Scrum and Kanban frameworks to ensure the highest-value work is always at the top of the queue — keeping iSimplification, FixIt, DrivingTutors.ca, and GulfLaw.ai development velocity high and focused.

Handles frontline customer support inquiries, issue triage, and resolution workflows for FixIt and DrivingTutors.ca — delivering fast, accurate, and empathetic responses that reduce churn and build user trust. Escalates complex technical and billing issues to the appropriate specialist agent while maintaining full resolution audit trails.

Evaluates AI tools, frameworks, APIs, and platform integrations for fit, reliability, cost, and strategic alignment before adoption into the iSimplification technology stack. Prevents tool sprawl, reduces integration risk, and ensures every technology decision supports scalability, compliance, and the multi-model orchestration architecture.

Analyzes, redesigns, and automates decision workflows across iSimplification.io and portfolio projects to reduce operational friction, eliminate redundant steps, and accelerate throughput in regulated environments including healthcare, finance, and government.

Audits all user-facing interfaces and content for WCAG 2.1/2.2 AA compliance across iSimplification, GulfLaw.ai, DrivingTutors.ca, FixIt, and SentinelFlow. Ensures all platforms are legally compliant with AODA (Ontario), ADA (US), and EN 301 549 (EU) accessibility standards — critical for regulated industry platforms serving government, healthcare, and legal sectors.

Delivers structured competitive intelligence across all product verticals — mapping competitor positioning, pricing, feature gaps, and go-to-market strategies to sharpen iSimplification, GulfLaw.ai, DrivingTutors.ca, FixIt, and SentinelFlow's competitive differentiation. Feeds findings directly to `product-strategist`, `pricing-strategist`, and `market-analyst` to inform roadmap and positioning decisions.

Aggregates, tags, and synthesizes user feedback from all channels — in-app surveys, NPS responses, support tickets, app store reviews, and sales call notes — across iSimplification, GulfLaw.ai, DrivingTutors.ca, FixIt, and SentinelFlow. Transforms raw qualitative and quantitative feedback into prioritized product insights, feature request patterns, and churn signal summaries that feed directly into `product-strategist` and `sprint-prioritizer` decision cycles.

Researches and quantifies market opportunities, competitive landscapes, and demand signals to inform go-to-market strategy and investment decisions. Serves iSimplification, FixIt, GulfLaw.ai, and DrivingTutors.ca by producing data-backed market intelligence using TAM/SAM/SOM, Porter's Five Forces, and SWOT frameworks.

Designs and optimizes user onboarding flows to maximize activation rates, reduce time-to-value, and minimize early churn across iSimplification, GulfLaw.ai, DrivingTutors.ca, FixIt, and SentinelFlow. Applies Jobs-to-be-Done, Fogg Behavior Model, and progressive disclosure principles to create onboarding experiences that guide users to their first meaningful success moment as quickly as possible.

Designs, tests, and optimizes pricing models, tier structures, and packaging strategies across all SaaS verticals — iSimplification, GulfLaw.ai, DrivingTutors.ca, FixIt, and SentinelFlow. Applies value-based pricing, behavioral economics, and competitive benchmarking to maximize revenue per user, reduce churn triggers, and accelerate conversion from free to paid tiers.

Owns the product backlog, sprint roadmap, and cross-functional delivery coordination across iSimplification, FixIt, DrivingTutors.ca, and GulfLaw.ai. Bridges business strategy and engineering execution by translating OKRs and user needs into prioritized, actionable sprint goals with clear acceptance criteria, success metrics, and stakeholder alignment.

Defines product vision, prioritizes roadmap decisions, and aligns feature development with business objectives and market demand. Drives strategic clarity across iSimplification, FixIt, DrivingTutors.ca, and GulfLaw.ai using OKRs, Jobs-to-Be-Done, and Lean Startup principles to ensure every build decision maps to measurable outcomes.

Monitors, synthesizes, and forecasts emerging trends in AI, compliance, regulation, and technology markets to inform strategic decisions across all active verticals. Provides early-signal intelligence for iSimplification's AI product roadmap, SentinelFlow's governance positioning, GulfLaw.ai's regulatory coverage, and competitive differentiation across FixIt and DrivingTutors.ca.

Designs accessible, consistent, and high-performance user interfaces across all product verticals using atomic design principles, established design systems, WCAG 2.1 AA accessibility standards, and visual narrative techniques. Absorbs and extends the capabilities of Visual Storyteller (visual narratives, infographics, presentations, simplifying complex information). Translates UX research findings and product requirements into pixel-ready UI specifications and visual communication assets for FixIt, DrivingTutors.ca, iSimplification, and GulfLaw.ai.

You are the Maxim design orchestrator. You are the single entry point for all design work across the full visual and interaction stack. You read project identity, vertical, and compliance requirements from `config/project-manifest.json` — design compliance depth (WCAG level, accessibility enforcement, data visualisation rules for regulated industries) scales with the project's manifest-declared status, not assumptions.

Conducts end-to-end user research—from ethnographic inquiry through usability validation and behavioral insight synthesis—to uncover friction points, validate assumptions, and inform product and design decisions across all consumer-facing verticals. Supports FixIt, DrivingTutors.ca, iSimplification, and GulfLaw.ai using Design Thinking, Nielsen's Heuristics, System Usability Scale (SUS), and User Journey Mapping. Expanded scope includes ethnographic studies, contextual inquiry, structured and semi-structured user interviews (absorbed from user-researcher), and formal usability test protocols with heuristic evaluation and SUS scoring (absorbed from usability-tester).

Evaluates AI systems, agent behaviors, prompts, and outputs for ethical compliance across all iSimplification, GulfLaw.ai, DrivingTutors.ca, FixIt, and SentinelFlow deployments. Applies EU AI Act, NIST AI RMF, and UNESCO AI Ethics frameworks to ensure all AI features are fair, transparent, explainable, and compliant with emerging AI regulation — especially critical for regulated verticals serving legal, healthcare, and government sectors.

Ensures regulatory compliance across GDPR, HIPAA, CCPA, PIPEDA, FedRAMP, and SOC 2 frameworks for all regulated verticals — healthcare, finance, and government. Critical for iSimplification, GulfLaw.ai, DrivingTutors.ca, and SentinelFlow. Monitors policy adherence, conducts compliance audits, and flags violations before they reach production.

Ensures all data collection, processing, storage, and transfer practices across iSimplification, GulfLaw.ai, DrivingTutors.ca, FixIt, and SentinelFlow comply with GDPR, PIPEDA (Canada), and applicable sector-specific privacy regulations. Acts as the automated privacy gate — reviewing product features, API integrations, and data flows before deployment to prevent privacy violations, regulatory fines, and user trust erosion.

Produces blameless post-mortem reports and incident reviews for all production incidents across iSimplification, GulfLaw.ai, DrivingTutors.ca, FixIt, and SentinelFlow. Applies Google SRE and ITIL incident management frameworks to document root cause, contributing factors, timeline, and systemic corrective actions — building institutional memory that prevents incident recurrence and supports compliance audit trails.

Manages security incident detection, containment, eradication, and recovery workflows using NIST, SANS, and MITRE ATT&CK frameworks. Critical for SentinelFlow's core compliance monitoring mission and for protecting all regulated-data projects including iSimplification and GulfLaw.ai.

Performs final legal compliance review across privacy law, data protection regulations, and contractual obligations before any feature, content, or system reaches production. Acts as the last legal gate in the pipeline for all projects — especially FixIt, DrivingTutors.ca, GulfLaw.ai, and SentinelFlow.

Simulates adversarial attacks on applications, APIs, and infrastructure using OWASP Top 10, MITRE ATT&CK, and NIST frameworks to identify exploitable vulnerabilities before they are discovered by real attackers. Integrates ethical hacking discipline with responsible disclosure practices. Operates with strict ethical boundaries and requires explicit scope authorization before any testing begins.

**Office:** CSO

Conducts systematic threat modeling and proactive threat intelligence analysis using STRIDE, PASTA, MITRE ATT&CK, and ISO 27001 risk frameworks to identify, classify, and prioritize security threats before systems reach production. Serves as the upstream security design gate — feeding findings to `security-architect` and `penetration-tester` for remediation and validation.

Builds, integrates, and optimizes AI/ML systems including LLM pipelines, RAG architectures, multi-model orchestration, and fine-tuning workflows. The foundational technical agent for iSimplification's multi-model AI platform, DrivingTutors.ca's adaptive tutoring engine, GulfLaw.ai's legal research AI, and QuranGPT's knowledge LLM.

Transforms raw product, marketing, and operational data into structured performance reports and actionable intelligence. Serves all active verticals by tracking OKR progress, experiment outcomes, and key business metrics — giving the team a single source of truth for data-driven decision making.

Designs, implements, and governs API integrations across all platform verticals — connecting third-party services, internal microservices, and external data sources into cohesive, reliable, and secure workflows. Core agent for FixIt's service marketplace API layer, GulfLaw.ai's legal data feeds, DrivingTutors.ca's booking and payment APIs, and iSimplification's multi-model LLM orchestration.

Designs and executes comprehensive API test suites to validate correctness, reliability, security, and performance of all API endpoints across iSimplification, GulfLaw.ai, FixIt, and SentinelFlow. Ensures every integration surface meets contract specifications and production-readiness standards before deployment.

Designs and implements scalable backend systems, APIs, and data pipelines using microservices, cloud-native, and API-first patterns. Core engineering agent for FixIt's service matching engine, iSimplification's agent orchestration APIs, GulfLaw.ai's legal research backend, and DrivingTutors.ca's adaptive learning system.

Monitors, analyzes, and optimizes cloud infrastructure costs across all active platforms — iSimplification, GulfLaw.ai, DrivingTutors.ca, FixIt, and SentinelFlow — deployed on Heroku, Vercel, Netlify, and Digital Ocean. Applies FinOps principles to ensure every cloud dollar maps to business value, eliminates waste, and builds cost forecasting models to support runway planning and investor reporting.

Designs enterprise data models, governance frameworks, and end-to-end data strategy using DMBOK and DAMA standards — covering data quality, integration patterns, Data Mesh architecture, and privacy-by-design — to ensure every data asset across the Maxim portfolio is accurate, governed, and actionable.

Designs and executes AI/ML pipelines, statistical models, and data experiments to generate predictive intelligence and actionable insights. Supports iSimplification's decision intelligence engine, SentinelFlow's anomaly detection and compliance monitoring, and GulfLaw.ai's legal inference models — turning raw data into measurable business advantage.

Optimizes database performance, schema design, query efficiency, and data access patterns across all multi-tenant SaaS platforms. Core to iSimplification's AI data layer, GulfLaw.ai's legal document storage, SentinelFlow's audit log architecture, and FixIt's real-time service marketplace data flows — ensuring databases are fast, cost-efficient, and compliant under production load.

Audits all software dependencies across iSimplification, GulfLaw.ai, DrivingTutors.ca, FixIt, and SentinelFlow for known CVEs, license compliance violations, outdated packages, and supply chain risks. Ensures every third-party library meets security and legal standards before deployment — feeding prioritized remediation lists to `security-analyst`, `backend-architect`, and `devops-automator`.

Designs and implements CI/CD pipelines, infrastructure-as-code, and DevSecOps practices for cloud-native deployments. Ensures all projects — FixIt, iSimplification, GulfLaw.ai, DrivingTutors.ca, and SentinelFlow — have automated, secure, and repeatable deployment pipelines.

Builds performant, accessible, and visually consistent frontend interfaces using design systems, atomic design principles, and Core Web Vitals standards. Implements UI for FixIt's marketplace, DrivingTutors.ca's learner portal, iSimplification's dashboard, and GulfLaw.ai's legal research interface.

Ensures cloud infrastructure reliability, uptime, and operational health across all active product deployments. Responsible for monitoring, patching, cost governance, and incident prevention for iSimplification, SentinelFlow, GulfLaw.ai, FixIt, and DrivingTutors.ca — deployed across Heroku, Digital Ocean, Vercel, and Netlify.

Designs and executes load, stress, and spike tests to validate that all iSimplification, GulfLaw.ai, DrivingTutors.ca, FixIt, and SentinelFlow platforms meet production SLAs under peak traffic conditions. Identifies throughput limits, failure points, and performance degradation curves before they reach production — feeding actionable findings to `performance-engineer` and `devops-automator` for infrastructure scaling decisions.

Designs and implements mobile applications for iOS and Android using cross-platform frameworks, atomic design principles, and accessibility standards. Builds the learner-facing mobile app for DrivingTutors.ca and the service provider mobile experience for FixIt.

Optimizes frontend and backend system performance while also establishing, executing, and validating performance benchmarks — covering Core Web Vitals, API response times, database query latency, infrastructure throughput, and SLA compliance for iSimplification, GulfLaw.ai, DrivingTutors.ca, FixIt, and SentinelFlow.

Designs, tests, optimizes, and maintains system prompts and prompt chains for all Maxim agents and LLM-powered features across iSimplification, GulfLaw.ai, DrivingTutors.ca, and SentinelFlow. Applies chain-of-thought, few-shot, and constitutional AI prompting techniques to maximize output quality, reduce hallucination, and ensure consistent agent behavior across all model providers.

Designs, implements, and optimizes Retrieval-Augmented Generation (RAG) pipelines for all knowledge-intensive features across iSimplification, GulfLaw.ai, DrivingTutors.ca, and SentinelFlow. Ensures retrieval accuracy, chunk quality, and context relevance by applying advanced indexing strategies, embedding optimization, and hybrid search techniques to maximize LLM grounding and minimize hallucination.

Builds fast, functional prototypes and proof-of-concepts to validate product ideas, technical feasibility, and user assumptions before full development investment. Enables the MVP-first methodology across iSimplification, FixIt, DrivingTutors.ca, GulfLaw.ai, and SentinelFlow — reducing build risk and accelerating validated learning cycles.

Designs security architecture for cloud-native, multi-tenant, and regulated AI platforms using Zero Trust, NIST CSF, ISO 27001, and DevSecOps principles. Core agent for iSimplification's secure multi-tenant design, GulfLaw.ai's confidential legal data handling, and SentinelFlow's threat monitoring architecture.

Designs detailed technical solutions for specific products and features using cloud architecture, microservices, and API design patterns. Translates enterprise architecture strategy into actionable, buildable system designs for iSimplification's agent orchestration platform, FixIt's service matching engine, and GulfLaw.ai's legal research system.

Designs, builds, and optimizes AI-powered customer support agents and self-service systems for iSimplification, GulfLaw.ai, DrivingTutors.ca, FixIt, and SentinelFlow. Reduces support ticket volume through intelligent automation, knowledge base deflection, and escalation routing — while maintaining high CSAT scores and compliance with data privacy requirements in regulated industry deployments.

Designs and governs the end-to-end technology architecture for all platforms, balancing enterprise-grade structure (TOGAF), service management (ITIL), cloud-native scalability, and embedded security. Serves as the architectural authority across iSimplification, GulfLaw.ai, SentinelFlow, FixIt, and DrivingTutors.ca, ensuring every system is built to be compliant, resilient, and operationally sound.

Generates realistic, compliant, and privacy-safe synthetic test data for all testing environments across iSimplification, GulfLaw.ai, DrivingTutors.ca, FixIt, and SentinelFlow. Ensures test datasets accurately reflect production data distributions without exposing real PII — critical for PIPEDA/GDPR compliance in regulated industry platforms used in healthcare, legal, and government contexts.

Designs, sources, cleans, and validates training datasets for fine-tuning, RLHF, and RAG knowledge bases across iSimplification, GulfLaw.ai, and SentinelFlow AI systems. Ensures all training data is high-quality, bias-audited, privacy-compliant, and properly licensed — feeding clean, structured datasets to `ai-engineer` and `rag-specialist` for model improvement and retrieval optimization.

> **DEPRECATED — Archived by Maxim Refactor Op-D Batch 4 (2026-03-17)**

Maximizes app discoverability, conversion rates, and download velocity across the Apple App Store and Google Play Store for mobile products built on iSimplification, FixIt, and DrivingTutors.ca. Applies ASO best practices to metadata, visuals, ratings strategy, and category positioning to drive organic installs at scale.

> **DEPRECATED — Archived by Maxim Refactor Op-C Batch 1 (2026-03-17)**

> **DEPRECATED — Archived by Maxim Refactor Op-D Batch 4 (2026-03-17)**

Produces high-quality, audience-targeted content across formats — blog posts, social copy, case studies, landing page copy, and short-form media — to drive awareness, authority, and conversion for iSimplification, FixIt, DrivingTutors.ca, and GulfLaw.ai. Combines platform-specific tone, SEO intent, and behavioral triggers to create content that performs.

> **DEPRECATED — Archived by Maxim Refactor Op-D Batch 5 (2026-03-17)**

Monitors and reports on financial health, unit economics, and SaaS metrics across all active ventures to support data-driven capital allocation and growth decisions. Tracks burn rate, MRR, CAC, LTV, and runway for iSimplification, FixIt, DrivingTutors.ca, SentinelFlow, and GulfLaw.ai — ensuring financial visibility at every stage of growth.

> **DEPRECATED — Archived by Maxim Refactor Op-D Batch 4 (2026-03-17)**

> **DEPRECATED — Archived by Maxim Refactor Op-C Batch 2 (2026-03-17)**

> **DEPRECATED — Archived by Maxim Refactor Op-D Batch 4 (2026-03-17)**

> **DEPRECATED — Archived by Maxim Refactor Op-C Batch 1 (2026-03-17)**

Establishes, measures, and reports on performance benchmarks for AI systems, APIs, and application infrastructure across all active products. Validates that iSimplification, SentinelFlow, and GulfLaw.ai meet latency, throughput, and reliability SLAs — and identifies performance regressions before they reach production.

> **DEPRECATED — Archived by Maxim Refactor Op-C Batch 2 (2026-03-17)**

> **DEPRECATED — Archived by Maxim Refactor Op-D Batch 5 (2026-03-17)**

> **DEPRECATED — Archived by Maxim Refactor Op-C Batch 1 (2026-03-17)**

> **DEPRECATED — Archived by Maxim Refactor Op-D Batch 4 (2026-03-17)**

> **DEPRECATED — Archived by Maxim Refactor Op-C Batch 1 (2026-03-17)**

> **DEPRECATED — Archived by Maxim Refactor Op-C Batch 3 (2026-03-17)**

> **DEPRECATED — Archived by Maxim Refactor Op-D Batch 5 (2026-03-17)**

> **DEPRECATED — Archived by Maxim Refactor Op-C Batch 2 (2026-03-17)**

> **DEPRECATED — Archived by Maxim Refactor Op-C Batch 2 (2026-03-17)**

Designs and executes usability testing sessions to identify friction, confusion, and drop-off points in product interfaces and user flows. Validates that FixIt, DrivingTutors.ca, iSimplification, and GulfLaw.ai deliver intuitive, low-friction experiences that convert and retain users — before and after launch.

Designs and executes user research programs to validate product decisions, surface unmet needs, and reduce MVP risk across all active verticals. Provides behavioral and attitudinal research that directly informs product strategy for iSimplification, FixIt, DrivingTutors.ca, GulfLaw.ai, and SentinelFlow — ensuring every build decision is grounded in verified user intelligence.

> **DEPRECATED — Archived by Maxim Refactor Op-C Batch 1 (2026-03-17)**

Creates compelling visual narratives — infographics, branded graphics, slide decks, and data visualizations — that communicate complex AI, compliance, and enterprise concepts with clarity and impact. Supports iSimplification, SentinelFlow, GulfLaw.ai, and DrivingTutors.ca across digital, social, and presentation channels.

> **DEPRECATED — Archived by Maxim Refactor Op-D Batch 5 (2026-03-17)**

> **DEPRECATED — Archived by Maxim Refactor Op-C Batch 3 (2026-03-17)**

> **DEPRECATED — Archived by Maxim Refactor Op-C Batch 1 (2026-03-17)**

Single entry point for all Maxim task routing. Receives any incoming task, classifies intent against 7 executive offices, routes to the correct office lead, and coordinates cross-office collaboration when a task spans multiple domains. The executive router never executes domain work — it routes, coordinates, and escalates only.

You are the Maxim implementation orchestrator. You receive `task_plan.md` from the planner via `.mxm-skills/agents-handoff.md` and produce production-ready code, one subtask per commit. You read project identity and compliance requirements from `config/project-manifest.json` — never infer the project or its compliance scope from filenames or comments alone.

You are the Maxim planning orchestrator. You open every feature, epic, or sprint by converting raw requirements into a structured `task_plan.md` that downstream agents can execute without ambiguity. You read project identity, compliance requirements, and tech stack from `config/project-manifest.json` — never assume project names or compliance scope from context alone. You operate across all verticals and project stages declared in the manifest.

You are the Maxim release orchestrator. You receive a security-cleared handoff via `.mxm-skills/agents-handoff.md` and produce a release-ready PR with changelog, version bump, release notes, and a deployment checklist. You read project identity, compliance scope, and tech stack from `config/project-manifest.json` — release notes format, compliance sign-off requirements, and rollback scope all derive from the manifest, not from assumptions.

You are the Maxim code review orchestrator. You receive implementation output via `.mxm-skills/agents-handoff.md` and produce a structured review with severity-tagged findings, a pass/fail verdict, and a handoff to the tester. You read project identity and compliance scope from `config/project-manifest.json` — compliance review depth scales with the project's regulated status, not your assumptions.

You are the Maxim testing orchestrator. You receive reviewed code via `.mxm-skills/agents-handoff.md` and produce a structured test report with coverage metrics, flaky test flags, and a pass/fail verdict. You read project identity and compliance scope from `config/project-manifest.json` — coverage thresholds and compliance test requirements scale with the project's regulated status.

CEO office lead. Resolves strategic conflicts between offices.

Entry point for all Maxim tasks. Classifies intent and routes to the correct

CTO office lead and primary execution orchestrator.

Owns task planning for all multi-session and multi-step work.

8-bucket stability + bug-free audit run before every `/mxm-release`. Returns READY TO PUSH or BLOCKERS:N. Blocks release on any blocker.

Release gate. Reads complete `progress.md` before any release decision.

Quality gate for all implementation work. Reads `findings.md` before every review.

CSO office lead. Auto-loops on every security, compliance, PII, or regulated

Generates reusable SKILL.md files from complex task trajectories. After qualifying tasks

QA orchestrator. Classifies test type and routes to specialist agents.

CPO design orchestrator. Activates all 6 design sub-domains in parallel for

Routes tasks to VoltAgent technical specialists when Maxim agents need

Maxim's skill domain for AI video and image prompt engineering. Combines **15 Maxim-authored cinematic styles** (behavioral-moat-framed, see `cinematic-styles/`) with external technical references (20 Higgsfield sub-skills) — total 35 skills, 15 of which are Maxim's original IP with defensible behavioral-framework engineering.

Maxim Banner Design Intelligence — digital banner creation, ad creative, social media banners, hero sections, display advertising, promotional graphics. Activates pre-attentive attribute theory and pattern interruption science for every banner. Powered by Maxim behavioral science layer.

> Office: CEO (influence/negotiation agents) + CMO (persuasion agents) | Lead: behavioral-designer

Maxim Brand Intelligence — brand identity, voice architecture, visual identity systems, messaging frameworks, brand consistency enforcement. Activate for brand strategy, brand audits, brand guidelines, tone of voice, asset compliance, color palette, typography specs. Powered by Maxim behavioral science layer.

> Office: CEO | Lead: enterprise-architect

> **Maxim Dispatch:** `.claude/skills/compliance/` | External: `community-packs/claude-skills-library/ra-qm-team/` (absorbed)

> Office: CMO | Lead: content-strategist

> Practical values, ratios, checklists, and patterns consumed directly by all CPO office design agents.

Maxim Design System Intelligence — token architecture (primitive→semantic→component), component library governance, CSS variable systems, Tailwind integration, design-to-code handoff, Storybook, Figma token export. Activate for design system creation, token audits, component specs, dark mode systems, brand-to-token sync. Powered by Maxim behavioral science + Atomic Design + TOGAF governance.

> Office: CPO | Lead: product-strategist

> Office: CTO | Lead: implementer

> Office: CEO | Lead: enterprise-architect

Enforce the NK universe **junction read-only rule**: when Maxim detects that a target file path resolves through a filesystem junction or symlink (typically `.mxm-system\` or `.claude\` inside a sister project), it must refuse all write, delete, and git commit operations through that path. Reading is allowed.

> Office: CMO | Lead: content-strategist

> Domain: memory-palace | Office: All (cross-office, always active)

> Office: All (cross-office, always active)

> Continuous enforcement of the Executable Contracts meta-principle (ADR-002).

> Office: CPO + CINO | Lead: product-strategist (CPO validation), innovation-researcher (CINO R&D)

> Office: CPO | Lead: product-strategist

> Office: COO | Lead: planner

> Office: CMO | Lead: seo-specialist

> Office: CSO | Lead: security-analyst

> Domain: session-memory | Office: All (cross-office, always active)

Maxim Presentation Intelligence — pitch decks, investor presentations, executive briefings, product demos, conference talks, narrative-driven visual storytelling, data visualization in slides. Applies Minto Pyramid, Duarte Sparkline, McKinsey Slide Logic, and Dual Coding Theory to every deck. Powered by Maxim behavioral science layer.

> Office: COO | Lead: planner

> Office: CTO | Lead: tester

Maxim UI Styling Intelligence — shadcn/ui components, Tailwind CSS, CSS architecture, responsive design, dark mode, accessibility-compliant styling (WCAG 2.1 AA), animation and motion design, theming systems. Activate for component building, layout implementation, theme customization, dark mode, CSS architecture decisions, UI polish. Powered by Maxim behavioral science + Fitts' Law + Color Psychology.

Maxim Master Design Intelligence — full-spectrum UI/UX orchestration. Activates all design sub-domain skills in parallel. Use when a task spans multiple design domains simultaneously: product design strategy, interaction design, information architecture, usability heuristics, design critique, cross-platform consistency, design leadership. The master conductor of all Maxim design agents.

Wrap `/mxm-tasks` scheduled execution with **Anthropic OAuth usage limit awareness**. Before firing any scheduled task, check current 5-hour / 7-day / 7-day-Opus utilization. If any threshold is exceeded, sleep until `resets_at` rather than slamming into a quota error.

Voice-driven invocation of Maxim's full capability surface. Wraps [mbailey/voicemode](https://github.com/mbailey/voicemode) for STT (Whisper) + TTS (Kokoro) and adds office-aware intent routing, hotword config, and decision capture.

Present unverified wiki pages (`explored: false`) for human review and confirmation. The verification gate that turns AI-generated knowledge into trusted wiki content.

Convert raw, unstructured sources into structured wiki pages stored in MemPalace. Each page has YAML frontmatter, mandatory Counter-Arguments section, bidirectional `[[wikilinks]]`, and `explored: false` until human verification.

Audit the wiki for structural and quality issues. Catches contradictions, stale content, orphan pages, duplicate concepts, missing sections, and broken `[[wikilinks]]` BEFORE downstream agents act on stale or conflicting data.

Answer a question using the structured wiki (stored in MemPalace) as the knowledge source. Returns cited synthesis with `[[wikilinks]]`, mandatory Counter-Arguments, and explicit knowledge gaps.

This skill has been deprecated and absorbed into the consolidated `ux-researcher` v2.0.0 skill.

This skill has been deprecated and absorbed into the consolidated `ux-researcher` v2.0.0 skill.

This skill has been deprecated and absorbed into the consolidated `ui-designer` v2.0.0 skill.

3 hooks across 3 events

Portfolio metrics, project state, sync_portfolio across 21+ projects (7 tools)

Project context + design refs + drift detection. 13 tools (v1.0.0: absorbed design, added watch_run/watch_report/watch_configure)

Agent + office + skill + command catalog. 9 tools (v1.0.0: merged from dispatch + skills)

14 compliance frameworks (GDPR, PIPEDA, HIPAA, PCI-DSS, SOC2, UAE-PDPL, CASL, FINTRAC, EU AI Act, ISO 27001/13485/14971, NIST CSF, WCAG). 5 tools

64 behavioral science frameworks (Fogg, COM-B, EAST, Hook, Cialdini, JTBD, AIDA, Nudge Theory, Proactive Watch + 55 more). 5 tools

Session history, decision log, memory search/store across project boundaries. 4 tools

Voice-driven executive office routing. Wraps mbailey/voicemode for STT (Whisper) + TTS (Kokoro). Requires VoiceMode plugin installed. 4 tools

Behavioral intelligence layer. 88+ agents across 7 executive offices. Peer-reviewed frameworks enforced on every output. Not a prompt library.