Use this skill aggressively any time the work involves Rust code that touches GPU compute — including ferrotorch (and ferrotorch-* crates), burn, candle, wgpu-rs, cubecl, cudarc,…
Sanity development best practices for schema design, GROQ queries, TypeGen, Visual Editing, images, Portable Text, Studio structure, localization, migrations, Sanity Functions,…
This skill should be used when developing SAP Analytics Cloud (SAC) planning applications, including building planning-enabled stories, analytics designer applications with…
This skill SHOULD be used when the user asks to "review code", "find dead code", "check for duplication", "simplify the codebase", "find refactoring opportunities", "do code…
Expert guidance for writing idiomatic, functional, test-driven Scala code. Use this skill when the user asks to write Scala code, design Scala types, handle errors without…
scala-pro workflow skill. Use this skill when the user needs Master enterprise-grade Scala development with functional programming, distributed systems, and big data processing.
Use this skill whenever the user asks to add a feature, fix a bug, refactor code, or write tests. Forces a discipline of writing test scenarios in markdown BEFORE coding, mapping…
This skill should be used when writing tests, validating features, or needing to verify code works. Triggers on "write tests", "add test coverage", "validate feature",…
This skill should be used when validating features end-to-end without mocks, testing integrations, or when "scenario test", "e2e test", or "no mocks" are mentioned.
Parses OpenAPI 3.x specifications (YAML or JSON) or conducts a structured interview to generate one from scratch.
Validate ORM schema for variable visibility bugs, missing hidden variables, and schema/vars.tf drift.
Comprehensive toolkit for survival analysis and time-to-event modeling in Python using scikit-survival.
Self-improvement loop for skill-code-review: benchmark vs competitors on the open Greptile/Martian set (real bar = full-50 Cubic F1 0.62) and apply proven optimizations until it…
Index + cookbooks for skill-code-review/scripts/ (durable dev tooling for the reviewer corpus + benchmark harness; not part of the code_review package).
Use this skill for full software development lifecycle tasks — from requirement analysis through coding, testing, code review, and deployment.
Systematically reviews code for SQL injection, XSS, SSRF, broken access control, cryptographic failures, and other common OWASP Top 10 vulnerabilities, providing vulnerable code…
This skill guides practitioners through hardening AWS Identity and Access Management configurations to enforce
This skill instructs security practitioners on deploying Microsoft Defender for Cloud as a cloud-native application
This skill covers hardening managed Kubernetes clusters on EKS, AKS, and GKE by implementing Pod Security Standards,
Create weekly summaries by aggregating daily summaries for Gastrohem WhatsApp conversations. This skill should be used when the user asks to generate weekly summaries, see what…
This skill should be used when the user asks to "create admin interfaces", "build self-service tools", "generate debugging tools", "create monitoring dashboards", "automate…
Telegram-specific implementation for sending a message to the user. Usually invoke `send-user-message` instead -- it probes for the configured channel and dispatches here only…
This skill should be used when the user asks about "rust workspace", "rust best practices", "cargo workspace setup", "rust code organization", "rust dependency management", "rust…
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…
Comprehensive procedures for managing Myco session lifecycle from creation through intelligence processing and agent runtime orchestration.
Execute this skill automates the setup of distributed tracing for microservices.
Model interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining machine learning model predictions, computing feature — from…
Model interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining machine learning model predictions, computing feature — from…
ALWAYS USE THIS SKILL when working with Shioaji, SinoPac, or Taiwan financial markets. Covers: placing/modifying/canceling stock/futures/options orders (buy, sell, limit, market,…
This skill should be used to assess the blast radius of a proposed infrastructure or DevOps change before planning.
This skill should be used to capture a knowledge or lessons insight into the correct monthly doc file — appends to docs/knowledge/YYYY-MM.md for project-scoped insights…
Process-based discrete-event simulation framework in Python. Use this skill when building simulations of systems with processes, queues, resources, and time-based events — from…
Process-based discrete-event simulation framework in Python. Use this skill when building simulations of systems with processes, queues, resources, and time-based events — from…
Use this skill for all requirements-related work in a MATLAB MBSE project using the Requirements Toolbox (slreq).
Guide for decomposing large SKILL.md files into lean core + supporting files. Use this skill when refactoring bloated skills, splitting skill content into references/examples…
This skill records the formal ontological commitments of the skill-graph protocol — what entities exist (Skill, ConceptCard, Eval, ComprehensionEval, Relation, Manifest, Audit,…
This skill should be used when the user asks to "create a skill", "write a SKILL.md", "validate skill structure", "improve skill description", "understand skill protocol", "design…
Complete reference for creating SKILL.md files with proper structure and frontmatter. Use this skill when creating new skills, when understanding skill file format, or when…
A skill for generating a complete Bluetooth Device Manager system — a multi-device Bluetooth control hub that uses Wi-Fi agents to let one device (phone, PC, or tablet) d — from…
This skill should be used when users want to search, discover, install, or manage Claude Code skills from the CCPM registry.
This skill helps Android developers integrate the Asleep SDK for sleep tracking functionality. Use this skill when developers ask about Android implementation, MVVM architecture…
Navigation guide for Sloppy source code, documentation, and architecture — use this skill whenever you need to understand, diagnose, or fix Sloppy itself.
Use this skill to render, submit, and inspect a minimal Slurm smoke job before submitting heavier workloads on a real cluster.
Use when manually generating or updating the canonical 3-workflow GitHub Actions CI/CD set (deploy.yml, provision.yml, post-merge-deploy.yml) for a Node.js + React application…
This skill runs smoke tests to verify critical application functionality. It executes pre-defined test suites that check system health, authentication, core features, and external…
Reference for smol-toml TOML parser/serializer. Use this skill whenever reading, writing, or manipulating TOML files, especially config.toml.
This skill enables Claude to manage and update snapshot tests using intelligent diff analysis and selective updates.
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…
Use this skill when configuring desired-state software deployments in ImmyBot — picking the software, scoping the deployment to a tenant or computer, kicking off a maintenance…
This skill should be used when the user asks about "SOLID principles", "Next.js architecture", "modular structure", "code organization", "file size limits", "interface…
This skill should be used when the user asks "Should I build this feature?", "Is this idea viable?", "Am I over-engineering?", "Should I use Kubernetes?", "validate product idea",…
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.
Manage Docker Spark infrastructure for local development or production (S3). Use this skill to start, stop, or check status of Spark clusters. Invoke with /spark-docker.
Task-tier router for the spec-coexist skill suite. Classifies every user message into T0 (trivial) / T1 (small) / T2 (medium) / T3 (large) and invokes only the skills that tier…
This skill should be used when the user asks to "write specifications", "create test specifications", "specification-driven development", "spec-first", "behavioral specs", "derive…
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…
Invoke this skill when building or modifying Spring Boot services in Kotlin — REST endpoints, services, repositories, coroutines, configuration.
This skill should be used when the user asks to "automate SQL injection testing," "enumerate database structure," "extract database credentials using sqlmap," "dump tables and…
This skill should be used when defining a robust, type-safe, and async-compatible database schema for the Todo application using SQLModel, ensuring compatibility with Better Auth…