GLAW International — the firm's cross-border structuring seat. Designs the legal-structuring layer for offshore and holdco architectures (Delaware / Cayman / BVI / Luxembourg),…
Start a new fiction project from scratch. Interactive wizard guides you through discovery, architecture, characters, world, and outline.
Verify codebase quality — architecture consistency, convention compliance, gap analysis. Triggers: code review, architecture check, quality, gap analysis, 코드 리뷰, 품질 검증.
Use when applying Phoenix Framework best practices including context design, controller patterns, and application architecture. Use when building Phoenix applications.
Eng manager-mode plan review. Lock in the execution plan — architecture, data flow, diagrams, edge cases, test coverage, performance.
Implement Hexagonal Architecture (Ports and Adapters) in Symfony; separate domain logic from infrastructure with clear boundaries
Generate project documentation from codebase analysis — ARCHITECTURE.md, API_ENDPOINTS.md, DATABASE_SCHEMA.md.
Captures conversation sessions into structured summaries, pushes observations to ai-memory entities, creates Notion todos, and creates Notion notes.
Right-sizes architecture to project scope. Prevents over-engineering by classifying projects into 6 tiers and constraining pattern choices accordingly.
Exploration symbolique du code avec Serena MCP. Utiliser pour naviguer dans le code par symboles (fonctions, classes, hooks), trouver des définitions, et comprendre l'arc — from…
Exploration symbolique du code avec Serena MCP. Utiliser pour naviguer dans le code par symboles (fonctions, classes, hooks), trouver des définitions, et comprendre l'arc — from…
Service mesh configuration and operations expertise for Istio, Linkerd, and Consul Connect
Clean code, robust architecture, no test slop. Foundational skill for high-quality software engineering, code structure, and reviews.
Thorough code-quality audit of the Solarxy workspace. Reviews Rust idioms, wgpu + WGSL correctness, egui patterns, ratatui (where used), architecture, performance, safety,…
Use after layer analysis is complete to validate architecture documentation and generate a strategic rebuild plan focused on re-use decisions
Enterprise architecture patterns following TOGAF ADM methodology. Implements capability-driven design, federated architecture, and technology-agnostic specifications.
Target Operating Model (TOM) Architect for enterprise transformation across any platform. TRIGGER when: user asks to design a Target Operating Model, TOM, operating model,…
AI-powered analysis of tumor clonal architecture, subclonal dynamics, and evolutionary trajectories from multi-region sequencing and longitudinal liquid biopsy data.
AI-powered intratumor heterogeneity analysis for clonal architecture reconstruction, subclonal evolution tracking, and therapy resistance prediction using multi-region and…
Vertical Slice Architecture (VSA) 向け UI 強化スキル。 Phase 1（spec-kit + カタログ）で生成されたプレーンな .razor ファイルを、 Phase 2 で MudBlazor ベースのリッチな UI に変換する。 アーキテクチャには一切手を触れず、UI だけを強化する。
Xử lý từng GROUP một cách có hệ thống trong Whole Knowledge Architecture. Hỗ trợ expand, refine, và enrich nội dung từng nhóm khái niệm.
Windows release workflow — picks the version, writes user-facing release notes from git history, triggers the windows-release.yml GitHub Action to build/sign/publish both…
Explore and understand an existing codebase. Use when the user wants to understand the code, explore a project, discover an architecture, or before modifying existing code.
Use when the user asks to write a technical doc, runs /writing:write-doc, or mentions drafting an architecture overview (AO), feature design, runbook, getting-started guide,…
Create a new Architecture Decision Record in .context/decisions/. Use when documenting an architectural decision.
SAM-style feature initiation workflow: discovery -> codebase analysis -> architecture spec -> task decomposition -> validation -> context manifest.
Adds support for a new MoE language model to PithTrain. Use when the user asks to "add support for model X", "implement model Y in pithtrain", "port model Z", or otherwise…
Create a new Architecture Decision Record with sequential numbering and AgentDB registration
ADR(Architecture Decision Record) 작성 스킬. 두 개 이상의 기술 선택지를 비교하고 추천안과 그 근거, 숨겨진 비용, 확장성, 2년 뒤 기술 부채까지 입체적으로 평가한다. 비개발자도 이해할 수 있도록 한국어 위주 설명 + 추천안 강조.
Use when explaining code, concepts, patterns, or architecture: engineer-grade technical explanations with 3-tier depth control, ASCII diagrams, and execution traces.
Generate architecture guidelines for the project. Analyzes tech stack from DESCRIPTION.md, recommends an architecture pattern, and creates .ai-factory/ARCHITECTURE.md.
Analyze a codebase to generate a comprehensive architecture and structure report. Use when user wants to understand a codebase, explore project structure, or generate analysis.
Drive an Arc42 + 12-Factor questionnaire to baseline architecture and operability decisions before /spec:design.
Use when starting, resuming, or continuing a software architecture patterns curriculum with an interactive tutor in the current repo.
Create, extract, or convert an ADR (architectural decision record) using the ADR template. Use when creating new ADRs, extracting an ADR from existing documentation, converting a…
Use this skill when documenting significant architectural decisions. Provides ADR templates following the Nygard format with sections for context, decision, consequences, and…
Encontra oportunidades de "deepening" no codebase — refactors que transformam modulos shallow (interface complexa, implementacao simples) em deep (interface simples, implementacao…
Evaluate an architecture against foundational principles of state, change, and time — five grounded principles PLUS a fixed set of named, executable review checks (C1–C7) run as a…
Use when: comparing two or more candidate architectures, designs, or technical approaches against weighted quality attributes: performance, consistency and correctness,…
Generate a static architecture page that reads ADRs, Mermaid diagrams, CHANGELOG, SBOM, tech-debt log into one navigable UI; per frontend stack
Review software architecture, including package cohesion and inter-package coupling
Use when auditing and fixing end-to-end contracts and compatibility in a scope — HTTP/RPC APIs, events/messages, schemas, files, CLIs, libraries, configuration, database…
Analyze project/namespace boundaries, detect circular refs and layering violations via dotnet-depends and solution graph.
Get a second opinion from leading AI models on code, architecture, strategy, prompting, or anything. Queries models via OpenRouter, Gemini, or OpenAI APIs.
Decomposes a spec or architecture into buildable tasks with acceptance criteria, dependencies, and risk-first implementation order, for AI agents or human engineers.
Build a working application from an AutoGherk spec-output folder containing architecture blueprints, design tokens, and reference screenshots
Author a numbered, dated, user-attributed Architecture Decision Record under .codearbiter/decisions/.
Report the health of Architecture Decision Records — aged, unchallenged, supersession candidates, unresolved CONFIRM-NN. Read-only.
Create the next-numbered Architecture Decision Record in the project's docs/ADR/ directory, using the Nygard format (Status, Context, Decision, Consequences).
Use when the user asks to "plan my paid account structure", "pick Search vs PMax", "lay out ad groups / asset groups", or "audit paid-vs-organic cannibalization"; designs…
Check if a proposed change aligns with mangrove-agent's stated principles, architecture, and trading-bot safety invariants.
Read-only audit of GitHub Actions workflow runner compatibility for one repository, an explicit repository set, one Apache project with multiple repositories, or the full Apache…
Activate Mythic Engineering mode — architecture-first, document-guided, AI-orchestrated development with six specialist roles.
Produces a human-readable, progressive-disclosure overview of unfamiliar code or a pull request's changes — why it exists (the real problem it solves or goal it serves for the…
Produce a structured codebase analysis report with architecture overview, critical files, patterns, and actionable recommendations.
Predict, prevent, and mitigate context window failures before they happen. Analyzes workflows for overflow risk, designs disk-as-memory architectures, and produces recovery-ready…
After architecture is complete, produces a flat actionable rules sheet for programmers — what you must do, what you must never do, per system and per layer.
Translate approved GDDs + architecture into epics — one epic per architectural module. Defines scope, governing ADRs, engine risk, and untraced requirements.
Create a new composable pattern — a multi-block sequencer composition that solves a recurring agentic architecture problem.
Feature audit: finds implemented but user-unreachable functionality in any project. Discovers tech stack and architecture automatically, then checks connectivity between layers…