Repository structure and dependency analysis for understanding a codebase's architecture. Use when needing to (1) generate a file tree or structure map, (2) analyze impor — from…
Use the codebase knowledge graph for structural code queries. Triggers on: explore the codebase, understand the architecture, what functions exist, show me the structure, who…
Index codebases into a persistent knowledge graph for structural code queries, call-chain tracing, and semantic search.
Run large codebase migrations in reviewable local batches with codemods, checkpoints, and verification. Use when a wide refactor is too risky to ship as one monolithic change.
Navigate, search, and understand project structures. Use when onboarding to a codebase, locating implementations, tracing dependencies, or understanding architecture.
Keeping codebases healthy, performant, and maintainable - refactoring, performance optimization, and technical debt managementUse when "refactor, optimize, performance, technical…
Query and analyze codebases semantically using codebase-memory-mcp graph database. Use to explore code structure, complexity, dependencies, call graphs, and architecture.
Produce reusable technical architecture documents from codebase exploration. Use when onboarding, "write up what this does", architecture docs, or handoff.
Create a high-level map of the project structure and identify architectural pillars, entry points, and module boundaries.
Locates and analyzes files directly relevant to user queries using semantic search, dependency analysis, and architectural context.
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…
This sop analyzes a codebase and generates comprehensive documentation including structured metadata files that describe the system architecture, components, interfaces, and…
Deep codebase walkthrough before implementation — trace the full flow, explain architecture, and build understanding.
How to work in a Codebase Wiki project (the `codebase-wiki` starter pack): an agent-authored, source-grounded wiki of the surrounding codebase.
Analyze a repository with the `codedna` CLI before manual code spelunking. Use when the user asks for the tech stack, architecture, languages, framework usage, dead code,…
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.
Invoke Codex CLI for complex coding tasks requiring high reasoning capabilities. Trigger phrases include "use codex", "ask codex", "run codex", "call codex", "codex cli", "GPT-5…
Ask OpenAI Codex questions about code to understand implementations, architecture, patterns, and debugging.
Ask OpenAI Codex questions about code to understand implementations, architecture, patterns, and debugging.
Iterative non-code discussion between the local agent and Codex CLI on any open-ended topic: diet, fitness, writing, decisions, strategy, study plans, life choices, brainstorming.
Use for Codex bug fixes, test fixes, PR cleanup, and small feature changes where scope creep, unrelated refactors, or unverifiable diffs are risks.
Reusable planner role for Codex orchestration. Use when a task needs architecture, sequencing, risk analysis, or a test plan before implementation. Default model: GPT-5.5.
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.
Persistent memory management for Ai coding assistants using CogmemAi. Use when the user mentions "memory", "remember this", "save this for later", "what do you know about",…
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.
Unified memory system — multi-store architecture (episodic/semantic/procedural/core), knowledge graph, vector+BM25 retrieval, WAL protocol, memory palace, decay model, reflection,…
Map knowledge components and skill hierarchies for a cognitive tutoring system or adaptive learning platform.
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).
Design CLI commands that work independently and compose well for automation. Orchestrator pattern coordinates, subcommands execute discrete tasks.
Migrate an Adobe Commerce App Builder project from the Integration Starter Kit or Checkout Starter Kit to the new App Management approach.
Generate and compare multiple architecture options (minimal, moderate, full modernization) with comprehensive trade-offs analysis across cost, timeline, risk, performance — from…
Generate and compare multiple architecture options (minimal, moderate, full modernization) with comprehensive trade-offs analysis across cost, timeline, risk, performance — from…
Use for questions about a codebase, its architecture, dependencies, history, change impact, or project artifacts—especially when compass-out exists or the user invokes /compass.
Competency Center and Business Intelligence knowledge for consulting engagements. Use when working on data architecture, KPI frameworks, dashboards, BI implementation, or…
Use when designing systems, architectures, or APIs, when multiple valid approaches exist with no single obvious answer, or when user explicitly requests parallel/competing…
Dispatch two competing reviewers (arch-reviewer and impl-reviewer) before deep analysis. Competition produces more thorough results.
Challenge unnecessary abstraction, dependencies, and indirection before adding them. Use when a solution adds modules, frameworks, queues, caches, state machines, agents,…
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…
Design, implement, and operate a self-improving AI Operating System for business with 9 components: Strategic Layer, Prioritization Engine, Knowledge Management, Central Ops,…
Structures technology diligence with architecture review, code quality assessment, scalability analysis, and technical debt evaluation.