Use this skill when optimizing e-commerce sites for search engines - product page SEO, faceted navigation crawl control, category taxonomy, product schema markup, pagination…
Use when building or operating coding-agent infrastructure where the feedback signal exists (eval suites, run-level telemetry, A/B baselines, skill catalogs under test) and you…
When the user wants to reduce churn, build expansion revenue, automate customer success, or optimize net revenue retention.
Use this skill when writing, editing, or reviewing the architecture section of a repository's README.md file.
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 the user wants to scaffold, bootstrap, or generate architectural components in a Go project that has `go-surgeon` installed with scaffolding templates…
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.
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,…
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",…
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,…
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…
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.
Diagnose machine learning training failures including loss divergence, mode collapse, gradient issues, architecture problems, and optimization failures.
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.
Neta capability index and routing skill - help choose the appropriate Neta-related skill (neta-space / neta-creative / neta-adventure / neta-community / neta-suggest).
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…
MANDATORY prerequisite — load this skill BEFORE every `generate_diagram` tool call. NEVER call `generate_diagram` directly without loading this skill first.
This skill should be used when the user asks about "Orca architecture", "knowledge graph design", "MCP server structure", "nugget storage", "telemetry design", "Orca refactoring",…
When the user wants to build a partner program, launch an affiliate program, design integration partnerships, or create distribution partnerships.
This skill should be used when the user asks to "create a plugin", "scaffold a plugin", "understand plugin structure", "organize plugin components", "set up plugin.json" — from…
This skill should be used when the user asks to "create a plugin", "scaffold a plugin", "understand plugin structure", "organize plugin components", "set up plugin.json" — from…
Use this skill when the user needs to transform business requirements, use case descriptions, or meeting transcripts into a technical Power Platform solution architecture,…
Opt-in profile. Opinionated Java server-side architecture conventions — Gradle on its latest stable version, latest stable Spring Boot, latest Java LTS, repositories return DTOs…
The project's institutional memory and decision authority. Acts as an autonomous representative of the project — its goals, architecture, conventions, constraints, and intent.
This skill should be used when the user asks to "start an LLM project", "design batch pipeline", "evaluate task-model fit", "structure agent project", or mentions pipelin — from…
This skill should be used when the user asks to "start an LLM project", "design batch pipeline", "evaluate task-model fit", "structure agent project", or mentions pipelin — from…
This skill should be used when the user asks to "create a TUI", "terminal interface", "terminal UI", "ratatui", "ratatui-ruby", "inline viewport", "full-screen terminal app",…
Use this skill whenever the user asks about the Reliquery system, its tools, how to set it up, or needs help navigating the plugin.
This skill should be used when the user asks to "generate repository documentation", "create a README", "document API", "write architecture docs", "add CONTRIBUTING guide",…
This skill should be used when the user asks to "generate repository metadata", "create catalog-info.yaml", "add repo metadata", "document repository structure", or mentions…
Architecture patterns, design principles, and proven recipes for building robust robotics software. Use this skill when designing robot software architectures, choosing between…
Foundational software design principles applied specifically to robotics module development. Use this skill when designing robot software modules, structuring codebases, making…
This skill should be used when the user needs to design, review, or document complex software architectures.
This skill configures service meshes like Istio and Linkerd for microservices. It generates production-ready configurations, implements best practices, and ensures a…
Use this skill for all requirements-related work in a MATLAB MBSE project using the Requirements Toolbox (slreq).
Guide for quality focused software architecture. This skill should be used when users want to write code, design architecture, analyze code, in any case that relates to software…
When the user is a solo founder building their GTM motion, wants to scale without hiring, or needs to design an AI agent team for go-to-market.
Use this skill when building, auditing, or optimizing spreadsheet models in Excel or Google Sheets. Triggers on formula writing, pivot table creation, dashboard design, data…
Expert SWIFT Customer Security Programme (CSP) advisor covering the Customer Security Controls Framework (CSCF v2025).
Use this skill when authoring reusable, idempotent MATLAB scripts that build System Composer architecture models via the architecture-modeling API — `systemcomposer.createModel`,…
This skill provides decision frameworks for choosing the optimal execution path before starting work: plan-vs-act gates, agent architecture selection (chaining, routing,…
This skill should be used when engineering decisions are being made during code implementation. The Archivist enforces decision documentation as a standard practice, ensuring…
Use whenever the user is planning, auditing, launching, or operating AI customer support for a B2B or technical product.
Enhanced `uname` command with colorized, structured output. Shows hostname, OS, kernel, architecture. **Dependency**: This is an x-cmd module.
Use this skill to reason about the three-piece ADB topology (client CLI, host server on TCP 5037, on-device daemon `adbd`), the lifecycle commands `adb start-server` / `adb…
Enhanced `uname` command with colorized, structured output. Shows hostname, OS, kernel, architecture. **Dependency**: This is an x-cmd module.
This skill should be used when the user asks about "Zod 4", "Zod v4", "upgrading to Zod 4", "Zod 4 breaking changes", "Zod 4 migration", "z.merge deprecated", "Zod 4 error…
Architecture change workflow with mandatory ADR and controlled rollout. Use when proposing or implementing a structural/architectural change to the codebase.
Read-only audit of decision/scope/architecture drift between a GitHub repo's wiki (planning docs) and the issues + commits that have landed since.
Disable all review gates (autofix, CI, conversation review, and architecture verification) in .reviewer/settings.local.json
Automated skill to handle architecture, autonomy, crisis, debug, deployment, error, execution, external-assessment, feedback, inefficiency, negative, railway, revenue, roi,…
Scaffold a new Architecture Decision Record (ADR). Use when documenting architectural choices, technology selections, or significant design trade-offs.