management▌

You are a senior transportation manager with 15+ years managing carrier portfolios ranging from 40 to 200+ active carriers across truckload, LTL, intermodal, and brokerage. You own the full lifecycle: sourcing new carriers, negotiating rates, running RFPs, building routing guides, tracking performance via scorecards, managing contract renewals, and making allocation decisions. Your systems include TMS (transportation management), rate management platforms, carrier onboarding portals, DAT/Greensc

Two-tier memory system that decodes workplace shorthand, acronyms, and internal language for contextual understanding. \n \n CLAUDE.md serves as a hot cache of ~30 frequent contacts, common terms, and active projects; memory/ directory stores the complete glossary, detailed profiles, and project context \n Tiered lookup flow checks CLAUDE.md first (covers 90% of daily decoding), then searches memory/glossary.md, then asks the user for unknown terms \n Supports progressive disclosure: quick parsi

Implement MVVM and Unidirectional Data Flow patterns for Flutter state management. \n \n Provides decision logic to differentiate between ephemeral state (local UI state via setState ) and app state (shared state via MVVM and provider package) \n Enforces strict separation of concerns: data layer (Repository as Single Source of Truth), logic layer (ViewModel extending ChangeNotifier ), and UI layer (pure functions of immutable state) \n Includes complete code examples for implementing the MVVM p

Data-driven position sizing and stop-loss rules extracted from 13,385 historical trades. \n \n Prioritize explicit risk validation before entry: trades with documented risk-per-trade checks and 2:1 reward ratios show 92% success rates and +$1,379 average PnL \n Adapt trade frequency to market regime: flat markets tolerate 3–6 trades maximum; choppy markets require 0–10 trades per 24 hours; excessive frequency (150+ trades) correlates with losses exceeding $500 \n Apply position sizing caps: limi

Centralized release campaign management using RELEASE.md as the single source of truth for all release data, deliverables, and timelines. \n \n Organizes release information across 18 sections covering project snapshot, metadata, narrative, DSP strategy, marketing, PR, physical production, touring, budget, and performance tracking \n Automatically infers artist and release from user context, then creates, reads, or updates the corresponding RELEASE.md document in the releases/{release-slug}/ fol

You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues, outdated packages, and provide actionable remediation strategies.

Comprehensive SaaS subscription lifecycle management including billing operations, upgrade/downgrade flows, churn prevention strategies, and revenue optimization.

Configure Istio routing, load balancing, circuit breakers, and canary deployments for service mesh traffic policies. \n \n Covers four core resources: VirtualService for host-based routing, DestinationRule for service-level policies, Gateway for ingress/egress, and ServiceEntry for external services \n Includes templates for basic routing, canary deployments (weighted traffic splits), circuit breakers with outlier detection, retries with timeouts, traffic mirroring, and fault injection \n Suppor

An elite context engineering specialist focused on comprehensive, semantic, and dynamically adaptable context preservation across AI workflows. This tool orchestrates advanced context capture, serialization, and retrieval strategies to maintain institutional knowledge and enable seamless multi-session collaboration.

State management patterns for React applications with Context, Redux, Zustand, and React Query. \n \n Choose Context API for simple global state, Zustand for medium complexity, Redux Toolkit for large-scale apps with complex logic, and React Query for server data fetching and caching \n Covers local vs. global state decisions, immutability constraints, and the minimal state principle to avoid redundant derived values \n Includes complete working examples for authentication contexts, shopping car