Use this skill when writing, editing, or reviewing the architecture section of a repository's README.md file.
Explore code structure, architecture, files, directories, and component relationships using the OpenTrace knowledge graph.
Decision protocol for consulting Claude Fable 5 (the top-tier, usage-billed model) as a strategic advisor from an Opus orchestrator session.
Use this skill when planning capacity, redundancy, graceful degradation, or recovery for systems that must keep working under stress — performance budgets, dependency failure…
This skill should be used when the user asks to 'port a feature from repo A to repo B', 'migrate a repository feature faithfully', 'rewrite faithfully', 'fork-and-customize…
Use this skill when designing system architecture or product mechanics that involve feedback loops at a higher level than UI state — recommendation engines, gamification, growth…
MANDATORY prerequisite — load this skill BEFORE every `generate_diagram` tool call. NEVER call `generate_diagram` directly without loading this skill first.
Use when you have tandem mass spectra (MS/MS) with unknown precursor formulas and need to rank chemical formula candidates conditioned on observed fragment m/z values and…
> Use this skill whenever asked about French e-invoicing, facturation électronique, Chorus Pro, Factur-X, Plateforme Agréée (PA), Plateforme de Dématérialisation Partenaire (PDP),…
Use this skill when designing or implementing audio systems for games - sound effects, adaptive music, spatial/3D audio, and middleware integration with FMOD or Wwise.
Use this skill whenever asked to prepare, review, or classify transactions for a German VAT return (Umsatzsteuer-Voranmeldung / UStVA) for a self-employed individual or v — from…
Use this skill when working on Go projects, creating new Go services, adding features to Go applications, designing Go package structure, implementing repository patterns,…
Use this skill whenever the user wants to scaffold, bootstrap, or generate architectural components in a Go project that has `go-surgeon` installed with scaffolding templates…
Guide AI agents through Godot 4.x GDScript coding best practices including scene organization, signals, resources, state machines, and performance optimization.
This skill should be used when the user asks to "implement unit selection", "add pathfinding", "create a state machine for units", "implement fog of war", "add control point…
Interactively discovers requirements for a specific cloud workload and generates design recommendations and architectural guidance to build a multi-product solution in Google…
Apply Cognitive Load Theory to optimize instructional design by managing intrinsic, extraneous, and germane load within working memory limits.
Apply dual-process theory to diagnose whether judgments arise from fast intuitive (System 1) or slow analytical (System 2) processing and identify resulting cognitive biases.
Analyze dependencies between microservices to trace a failure's origin across a distributed system during an active incident.
Define or update the technical architecture (gspec/architecture.md) — project structure, data model, API design, component hierarchy, and environment/config.
This skill architects and writes the initial help centre content structure. Use when asked to build a help centre, create a knowledge base architecture, or design the information…
Guide for making improvements to existing ClaudeBar functionality using TDD. Use this skill when: (1) Enhancing existing features (not adding new ones) (2) Improving UX,…
This skill covers indexer architecture, components, chain-indexer, wallet-indexer, indexer-api, spo-indexer, standalone mode, cloud mode, configuration, deployment, storage,…
Assesses cloud and infrastructure costs — current spend, projected spend, cost-per-unit (request/user/feature), top line items driving the bill, optimisation opportunities with…
Use this skill whenever asked to prepare, review, or classify transactions for an Italian VAT return (Liquidazione IVA Periodica / LIPE) for a self-employed individual or — from…
Create clean, readable diagrams using Kroki with a use-case-first selector. Use when the user wants repository-local diagrams for architecture, runtime topology, request flows,…
Use this skill when setting up, running, interpreting, integrating, or maintaining Fence architecture-boundary checks for Kujo ecosystem repositories: `fence.kujo`, `fence.toml`,…
This skill should be used when the user asks about "layered architecture", "n-tier architecture", "when to use layered", "separate layers", "presentation business data", or…
Guide for designing effective Letta agents. This skill should be used when users need help choosing agent architectures, designing memory blocks, selecting models, or planning…
This skill should be used when the user asks to "migrate component to lit", "convert to lit", "lit migration", "migrate to litElement", "convert component to Lit", or discusses…
Layer 3 cross-repo orchestration driver for the livespec family (invoked as /livespec-orchestrate). Composes /livespec:next and the active impl-plugin's next; dispatches…
Durable knowledge vaults for AI projects. Use this skill when the user asks to "create a vault", "store this document", "add this to the knowledge base", "find the spec for",…
Guide for cross-compiling complex C programs (like DOOM) for embedded MIPS environments with custom VM runtimes.
Guides the agent in writing and organizing solution-level Markdown documentation for .NET projects, compatible with GitBook, DocFX, GitHub Pages, and similar platforms.
Develop MauiReactor 3.x applications - a declarative UI component framework for .NET MAUI targeting net9.0.
Use this skill for the architecture phases of an MBSE workflow in MATLAB, when writing idempotent buildXxx.m scripts that produce a three-layer RFLPV architecture (Functional,…
Internal architecture guide for the Meerkat agent platform. This skill should be used when understanding crate ownership, trait contracts, the agent construction pipeline, session…
This skill should be used when the user asks to "implement agent memory", "persist state across sessions", "build knowledge graph", "track entities", or mentions memory a — from…
This skill should be used when the user asks to "implement agent memory", "persist state across sessions", "build knowledge graph", "track entities", or mentions memory a — from…
Generate Mermaid diagrams (.mmd) and export to PNG/SVG/PDF using mmdc CLI or Kroki API. USE THIS SKILL when user mentions diagram, flowchart, sequence diagram, class diagram, ER…
Use this skill when managing multi-repository systems using the `meta` tool (github.com/mateodelnorte/meta).
Implement machine learning solutions including model architectures, training pipelines, optimization strategies, and performance improvements.
Implement machine learning solutions including model architectures, training pipelines, optimization strategies, and performance improvements.
Diagnose machine learning training failures including loss divergence, mode collapse, gradient issues, architecture problems, and optimization failures.
This skill analyses the technical defensibility and competitive moat of the proposed architecture. Use when asked to assess technical differentiation, evaluate defensibility of…
Always use this skill when designing or modifying Pigment applications. Provides the mental model of a Pigment app (Application, Dimensions, Calendars, Metrics, Transaction Lists,…
Break monolithic code into multi-file module structures with clear separation. Use this skill whenever the user mentions refactoring, monolith, module separation, file split,…
When the user wants to launch a product across multiple platforms, plan a Product Hunt launch, build a waitlist, or execute a multi-channel launch strategy.
Product design, feature planning, and technical architecture for new projects.
Use this skill when the user asks to improve AI-assisted development reliability, AGENTS.md, skills, tests, CI, hooks, review loops, agent workflow governance, loop engineering,…
Use this skill when writing, refactoring, debugging, or auditing Rust code. Trigger for .rs files, Cargo projects, ownership/borrowing/lifetime issues, Result/Option error…
Use this skill when building, debugging, refactoring, or reviewing Vue 3 applications, SFCs, Composition API, Pinia stores, Vue Router, Vite, or Vue+TypeScript code.
Neta capability index and routing skill - help choose the appropriate Neta-related skill (neta-space / neta-creative / neta-adventure / neta-community / neta-suggest).
Add a new endpoint, use case, or product to the Vonage .NET SDK. Use this skill when the user asks to "implement an endpoint", "add a new API", "add a new use case", "scaffold…
Use this skill whenever asked to prepare, review, or classify transactions for a New Zealand GST return (GST101A form) for a self-employed individual or small business in — from…
Guides updating, adding, or refactoring Nix code in this dotfiles repository. Use this skill whenever the user wants to add a new package, configure a program, create a NixOS/Home…
This skill should be used when the user asks about "omc", "oh-my-claudecode", "omc 사용법", "omc 활용", "omc guide", "omc tips", "omc cheatsheet", "omc reference", "omc 모드", "omc…
A production-grade, end-to-end trainable memory architecture skill based on Memory Sparse Attention (MSA).
Structured decision-making framework for technical proposals and trade-off analysis. When the user faces a choice between multiple approaches (architecture decisions, tool…
Offer to open markdown documents in mdreader after writing them. Trigger this skill whenever you write or create a markdown file that is a plan, spec, design document,…