Expert guidance for building Logseq plugins compatible with the new DB architecture. Auto-invokes when users want to create Logseq plugins, work with the Logseq Plugin API, extend…
Expert at creating and managing Claude Code plugins that bundle agents, skills, commands, and hooks into cohesive packages.
Build a SaaS company from idea to scale — product development, architecture decisions, pricing, hiring sequence, fundraising stages, and operational infrastructure.
Expert at creating and modifying Claude Code skills. Auto-invokes when the user wants to create, update, modify, enhance, validate, or standardize skills, or when modifying skill…
Produce an LLM Build Pack (prompt+tool contract, data/eval plan, architecture+safety, launch checklist).
Runs a mandatory five-phase preflight architecture pipeline on a human project description before any workspace generation is allowed.
Build type-safe CLIs with Bun. Use when: (1) Creating a new CLI application with Bun, (2) Adding commands with defineCommand/option(), (3) Building a plugin system, (4) Using…
Create and refactor Python dataclass business models and mappers following clean architecture patterns with proper separation of concerns.
Expert in business model design - the architecture of how a company creates, delivers, and captures value.
Transform any boring B2B business problem into a complete software blueprint with architecture, database schema, feature breakdown, and step-by-step implementation plan formatted…
Comprehensive analysis of a website, including its tech stack, architecture, and content.
Routes agents to the right design/architecture doc in agents/docs/ before writing or reviewing byos3 code.
Navigates C3 architecture docs and explores corresponding code to answer architecture questions. Use when the user asks "where is X", "how does X work", "explain X", "sho — from…
Makes architectural changes through ADR-first workflow with staged intent clarification. Use when the user asks to "add a component", "change architecture", "refactor X",…
Navigates C3 architecture docs and explores corresponding code to answer architecture questions. Use when the user asks "where is X", "how does X work", "explain X", "sho — from…
Generate architecture documentation using C4 model Mermaid diagrams. Use when asked to create architecture diagrams, document system architecture, visualize software stru — from…
Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach.
C4 architecture model for documenting static HTML/CSS websites with MCP server integrations
Helps an agent inspect a repository and produce C4 architecture documentation. Use this when reverse engineering a codebase, documenting system context, containers, components, or…
Expert C4 Component-level documentation specialist. Synthesizes C4 Code-level documentation into Component-level architecture, defining component boundaries, interfaces, and…
Patterns and templates for C4 model diagrams (Context, Container, Component, Deployment). Use when creating software architecture diagrams at any C4 level.
Create C4 software-architecture diagrams using Mermaid or Structurizr. Use when teams need clear system context, container, component, or code-level views.
Creates and manages C4 architecture diagrams using PlantUML. Use when the user wants to visualize software architecture, create context/container/component/sequence diagrams,…
Create or review C4 model architecture documentation (official c4model.com notation) as diagrams-as-code in Markdown — C4-PlantUML where the target renders it (GitLab.com does;…
Produire des diagrammes C4. Utiliser quand on documente l'architecture du projet avec des diagrammes.
LiteLLM-RS Caching Architecture. Covers Redis caching, vector database semantic caching, multi-tier cache strategy, TTL management, and cache invalidation patterns.
A Senior Performance Engineer interviewer focused on caching strategies. Use this agent when you need to practice designing high-throughput systems that rely on Redis or…
Guide for developing NFT and Fungible Token contracts on the Flow blockchain using Cadence. Covers NonFungibleToken and FungibleToken interface conformance, MetadataViews…
COMPREHENSIVE calendar system skill combining TypeScript interface architecture, — from engineering/architecture
COMPREHENSIVE calendar system skill combining TypeScript interface architecture, — from engineering/architecture
Use when when you need to understand the computational structure of a modular scientific application (especially one with multiple subprojects or plug-in architectures) and static…
Comprehensive procedures for building and extending Myco's Canopy code intelligence system. Covers agent harness task standardization, three-layer file exclusion models, context…
Choose and implement Canva Connect API architecture blueprints for different scales. Use when designing new Canva integrations, choosing between monolith/service/microservice…
Implement Canva Connect API reference architecture with best-practice project layout. Use when designing new Canva integrations, reviewing project structure, or establishing…
Run a TOGAF Phase A Capability Assessment across four sub-assessments — Business Capability, IT Capability, Architecture Maturity, and Business Transformation Readiness.
Business capability modeling using BABOK Business Capability Analysis. Creates hierarchical capability maps (L1-L3) linking strategy to architecture with Mermaid visualization.
Use when auditing agent skill/plugin portfolio architecture for cross-plugin capability overlap, weak routing, duplicated or missing skills, split/merge/delete/move decisions,…
Analyze card sorting results to inform information architecture and navigation structure. Use after conducting open or closed card sort studies.
Maps and documents codebases of any size by orchestrating parallel subagents. Creates docs/CODEBASE_MAP.md with architecture, file purposes, dependencies, and navigation — from…
Maps and documents codebases of any size by orchestrating parallel subagents. Creates docs/CODEBASE_MAP.md with architecture, file purposes, dependencies, and navigation — from…
An incident commander interviewer running a P0 outage war room. Use this agent when you want to practice diagnosing and mitigating cascading failures across distributed…
Use when writing Apex triggers on the Case object — specifically for invoking assignment rules programmatically, auto-associating entitlements in a trigger, handling merge trigger…
CAST AI reference architecture for multi-cluster Kubernetes cost optimization. Use when designing CAST AI deployment across environments, planning Terraform module structure, or…
Reference guide for classifying development tasks into the 8-phase clean architecture structure (Foundational → Models → Services → Data → Rules → State Management → UI → Tests).
Query the Yana AI codebase knowledge graph via codebase-memory-mcp. Use instead of grep/glob when exploring call chains, finding callers/callees, understanding architecture, or…
Verify construction prerequisites using 66-item checklists across requirements, architecture, and coding conventions.
How Claude Code works internally. Use for ANY question about CC behavior, architecture, or "how does CC do X".
Use when CCDawn workflow needs a Chinese-first review of an entire repository, codebase, architecture, technical debt, test coverage, risk modules, maintainability, onboarding…
code-context-graph — impact analysis, flow tracing, dead code, architecture. Use when answering "what's affected", "how does X flow", "what's unused", "module structure".
Use when designing content delivery networks, caching strategies, or global content distribution. Covers CDN architecture, cache hierarchies, origin shielding, cache invalidation,…
/cs:cdo-review
— Decision-driven Chief Data Officer interrogation of any plan that touches training data, data architecture, data productization, or data team hiring.
Update project documentation after a feature lands. Updates README, .correctless/AGENT_CONTEXT.md, .correctless/ARCHITECTURE.md, and feature docs. Run before merging.
Run comprehensive agent-native architecture review with scored principles
Reference and active migration guide for Sentry's cell architecture. Explains what cells and localities are and why they're different, how requests reach cells via Synapse API…
Build, debug, and optimize CesiumJS 3D globe apps, including viewer setup, terrain/imagery, 3D Tiles, GeoJSON/CZML loading, camera control, picking, entity styling, and…
Build or refresh `.cflow/architecture.md` from repository state. Use as a standalone repository-mapping entrypoint or when other Cflow skills need current architecture context…
Generate or review documentation for accuracy against the code, conceptual duplication across and within files, verbosity, and structural drift.
Clarify ambiguous problem framing before implementation or Cflow assessment. Use for requests to shape goals, success criteria, scope, constraints, risks, options, feature ideas,…
Extract project knowledge from conversation to docs/memory — for AI recall in future sessions. Use when the user wants to save project context, capture decisions, document…
Diagnose overengineering, file sprawl, unnecessary lifecycle complexity, and whether an area can be made substantially cleaner by simplifying behavior, interface contracts,…