Create a high-level map of the project structure and identify architectural pillars, entry points, and module boundaries.
Provides a high-level overview of the Next.js application's file structure and directory organization.
Scans repository structure and generates comprehensive architecture documentation including system overview, entry points, module relationships, data flow diagrams, and " — from…
Scans repository structure and generates comprehensive architecture documentation including system overview, entry points, module relationships, data flow diagrams, and " — from…
Implement CodeRabbit reference architecture with production-grade .coderabbit.yaml configuration. Use when designing review configuration for a new project, establishing team…
Generates interactive code flow diagrams (.cgraph files). Invoke when users ask: "how does X work", "show me the flow of Y", "visualize the architecture", "diagram the data flow",…
Get a second opinion from OpenAI Codex CLI for plan reviews, code reviews, architecture decisions, and hard problems.
Ask OpenAI Codex questions about code to understand implementations, architecture, patterns, and debugging.
Use for Codex bug fixes, test fixes, PR cleanup, and small feature changes where scope creep, unrelated refactors, or unverifiable diffs are risks.
Adversarial review of implementation plans or code using OpenAI Codex CLI - iterative loop with scoped review modes (bugs, architecture) until APPROVED or max rounds
Validate architecture/plan quality via claude-delegator (Plan Reviewer expert). Use after writing context.md for complex feature/refactor work. — from engineering/architecture
Validate architecture/plan quality via claude-delegator (Plan Reviewer expert). Use after writing context.md for complex feature/refactor work. — from engineering/architecture
Reviews Swift/iOS code for adherence to modern Swift idioms, Apple platform best practices, architecture patterns, and code quality standards.
Use when analyzing code repository behavior, understanding entry points, or documenting system architecture.
Design docs that reduce cognitive load. Trigger: writing guides, READMEs, RFCs, onboarding, architecture, or review-facing docs.
Analyze and reduce cognitive load in code by identifying complex conditionals, deep nesting, shallow modules, excessive abstractions, and architectural over-engineering.
Implement Cohere reference architecture with layered project layout for RAG and agents. Use when designing new Cohere integrations, reviewing project structure, or establishing…
Collaboration platform configuration methodology for legal matter sites. Site architecture, workflow identification, dashboard design, data quality governance, and user adoption…
Create and modify combat system components for SHINOBI WAY game following the dual-system architecture (CombatCalculationSystem + CombatWorkflowSystem).
Generate and compare multiple architecture options (minimal, moderate, full modernization) with comprehensive trade-offs analysis across cost, timeline, risk, performance, and…
Dispatch two competing reviewers (arch-reviewer and impl-reviewer) before deep analysis. Competition produces more thorough results.
Maintain and improve code quality using PHPInsights without decreasing quality thresholds. Use when PHPInsights fails, cyclomatic complexity is too high, code quality drops, or…
Enterprise compliance architecture for SOC 2, HIPAA, GDPR, and PCI-DSS regulated systems. Use when designing compliant systems, preparing for audits, or implementing regulatory…
Run a TOGAF Architecture Compliance Assessment against any architecture document or implementation. Scores conformance across the 8 TOGAF compliance categories, identifies…
Structurer les composants React. Utiliser quand on organise des composants dans frontend/src/components/v3/.
Maps architectural components in a codebase and measures their size to identify what should be extracted first.
Guidelines for organizing React components in Shadow Master. Use when creating new components, deciding between single-file vs subfolder structure, or understanding the component…
Composable commerce on Salesforce: headless API layer, micro-frontends, BFF pattern, CDN strategy, third-party composability over B2C/B2B Commerce.
Expert knowledge for building event-driven systems with Composable Rust framework. Use when implementing reducers, designing state machines, working with effects, creating…
Expert knowledge for implementing event sourcing in Composable Rust. Use when implementing event-sourced aggregates, working with EventStore trait or PostgreSQL, designing event…
Captures durable knowledge after completing work so future sessions benefit. Activates during the ship phase — updates CLAUDE.md with architectural decisions and gotchas, writes…
Structures technology diligence with architecture review, code quality assessment, scalability analysis, and technical debt evaluation.
Pre-implementation confidence assessment (≥90% required). Use before starting any implementation to verify readiness with duplicate check, architecture compliance, offici — from…
Drafts U.S. employment confidentiality and severance agreements combining separation compensation, broad claim releases, post-employment restrictions, and enforcement…
LiteLLM-RS Configuration Architecture. Covers YAML loading, environment variable override, validation patterns, type-safe config models, and hot reloading.
Expert guide for managing application configuration including environment variables, config files, secrets management, and multi-environment setups.
Provide structured config-sync system and directory overview. Use when config-sync architecture guidance is required.
Manage application configuration across environments with layered config loading, environment variables, secrets management, and validation.
Use when building a deciduous decision graph to capture design evolution, architecture history, or how a codebase's design changed over time.
Advanced context engineering management system that provides comprehensive context architecture design, memory management, knowledge engineering, and workflow orchestration…
Current state of Claude's memory, context, and Skills architecture as of late 2025. LOAD THIS when discussing context engineering, Skills, userMemories, memory management, context…
Load relevant design documents and project context before working on any task. Use when user asks about features, requests implementation, discusses functionality, analyzes…
Expert in managing the "Memory" of AI systems. Specializes in Vector Databases (RAG), Short/Long-term memory architectures, and Context Window optimization.
Use when allocating context-window budget across system, skill-injection, working, and output zones; monitoring context health; deciding when to compact; preserving state before…
Coordinate context sweep before coding - gather relevant files, patterns, and tooling summaries. Use when preparing to implement a feature, fix, or refactor and need comprehensive…
Create controller classes with dependency injection that expose clean public interfaces for use cases following clean architecture patterns.
Technical conversation log with factual accuracy and precision tailored specifically for DEVELOPER and ENGINEER profiles.
Stateless conversation management with database-backed history, message persistence, and scalable architecture.
Convert Roc code to idiomatic Erlang. Use when migrating Roc projects to Erlang/OTP, translating functional patterns to process-based architectures, or refactoring Roc codebases.
Apply Conway's homomorphism principle to multi-agent system design, recognizing that agent coordination structure predetermines system architecture and capability.
Documents and explains the CookMode V2 codebase as it exists. Use this when the user needs factual information about the current implementation, architecture, file locations, or…
Apply collective intelligence coordination patterns — stigmergy, local rules, and quorum sensing — to organize distributed systems, teams, or workflows without centralized…
Development guide for the lemline-core module. Use when working with workflow execution (orchestrators, processors), node tree navigation (Node, NodePosition), task states…
Reference architecture for CoreWeave GPU cloud deployments. Use when designing ML infrastructure, planning multi-model serving, or establishing CoreWeave deployment standards.
Design and implement an AI feature integration — model selection, architecture pattern, system prompt, data flow, error handling, cost estimate.
Search and retrieve memories from Cortex persistent memory. Use when the user asks 'what did we decide about X', 'do you remember', 'what was the fix for', 'find that thing…
Search and retrieve global memories — knowledge that applies across all projects. Use when the user asks 'what are our coding standards', 'what conventions do we follow', 'what's…
Store important decisions, patterns, errors, lessons, and context into Cortex persistent memory. Use when the user says 'remember this', 'save this', 'store this for later', 'note…
Infrastructure and development cost estimation for technical projects. Use when planning budgets, evaluating build vs buy decisions, or projecting TCO for architecture choices.
Get parallel second opinions from multiple AI coding agents. Use when the user wants independent reviews, architecture feedback, or a sanity check from other AI models.