LLM & Agents

Skill for analyzing and improving compliance in the dismech knowledge base. Use this skill when checking disorder file completeness, identifying missing fields (ontology terms, evidence, descriptions), understanding weighted priority scoring, and systematically improving knowledge base coverage.

Orchestrate complex multi-agent workflows for development, infrastructure, andresearch. Provides workflow templates, agent sequences, and integration patterns.Use when planning complex projects, coordinating multiple agents, designingAPI development workflows, or infrastructure setup workflows.

Claude Code plugin authoring expert. Creates complete plugin packages with manifests, commands, agents, skills, hooks, and marketplaces following official 2025 schema. Use when creating new plugins, building marketplaces, or packaging skills for distribution.

Standardized inline markers for inter-agent communication. Use when creating handoff annotations for other agents, scanning for pending work from upstream agents, or when the user mentions @HANDOFF markers, agent coordination, or cross-agent communication.

Compare LLM models using the Artificial Analysis API. This skill should be used when the user asks to compare AI models, benchmark LLMs, evaluate model performance, compare pricing between models, or find the best model for a specific use case (coding, math, speed, cost). Triggers on requests like "compare GPT-5 and Claude", "which model is fastest", "cheapest model for coding", "benchmark comparison", "model performance analysis", or "artificial analysis". (user)

AI Developer following TDD principles in AI-Agentic Scrum. Use when implementing PBIs, managing subtasks, or executing the TDD cycle within Scrum.

EVE Online ESI API patterns and zkillboard integration. Covers ESI endpoints, authentication, data models, zkillboard RedisQ listener, caching strategies, and EVE-specific IDs (characters, corporations, alliances, ships, systems, regions). Use when working with killmail data, fetching EVE universe info, or implementing ESI calls.

Systematic project orientation for unfamiliar codebases. Automatically activates when Claude detects uncertainty about project state, structure, or tooling. Analyzes git state (branch, changes, commits), project type (language, framework, structure), and development tooling (build, test, lint, CI/CD). Provides structured summary with risk flags and recommendations. Use when entering new projects or when working on shaky assumptions.

Expert in code design standards including SOLID principles, Clean Code patterns (KISS, YAGNI, DRY, TDA), and pragmatic software design. **ALWAYS use when designing ANY classes/modules, implementing features, fixing bugs, refactoring code, or writing functions.** Use proactively to ensure proper design, separation of concerns, simplicity, and maintainability. Examples - "create class", "design module", "implement feature", "refactor code", "fix bug", "is this too complex", "apply SOLID", "keep it simple", "avoid over-engineering".

To drag and drop between elements on a web page, perform a drag interaction from a source to a target.

Store episodes in Graphiti Memory: agent executions, error resolutions, workflowcompletions, technical decisions. Provides JSON schemas and storage patterns.Use when user mentions storing in Graphiti, add_memory, episode storage,building knowledge base, or documenting agent work.

Kubernetes operations including deployment, management, troubleshooting, kubectl mastery,and cluster stability. Covers K8s workloads, networking, storage, and debugging pods.Use when user mentions Kubernetes, K8s, kubectl, pods, deployments, services, ingress,ConfigMaps, Secrets, or cluster operations.

Convert Cursor custom commands (.cursor/commands/*.md) to Claude Code skills (.claude/skills/*/SKILL.md). Use when the user says "import command to skill", "convert command to skill", or "migrate cursor command".

Update AGENTS.md with new rules to prevent AI misbehavior or add operational guidelines. Use when the user says "update AGENTS.md", "add this rule", "change AI behavior", or "don't do X automatically".

Property-based testing with Hypothesis for discovering edge cases and validating invariants.Use when implementing comprehensive test coverage, testing complex logic with many inputs,or validating mathematical properties and invariants across input domains.Triggered by: hypothesis, property-based testing, @given, strategies, generative testing.

Guide Sprint Planning in AI-Agentic Scrum. Use when selecting PBI, defining Sprint Goal, or breaking into subtasks.

Semantic code search with VectorCode using embeddings for finding code by meaning, not just keywords. Use when searching for code patterns, similar implementations, concept-based search, or when keyword search fails. Automatically available via MCP.

Claude Code workflow design and automation patterns for PR reviews, issue triage, and CI/CD integration. Use when creating or modifying GitHub Actions workflows that integrate Claude Code.

Comprehensive research, analysis, and content extraction system. Multi-source parallel research using available researcher agents. Deep content analysis with extended thinking. Intelligent retrieval for difficult sites. Fabric pattern selection for 242+ specialized prompts. USE WHEN user says 'do research', 'extract wisdom', 'analyze content', 'find information about', or requests web/content research.

Guide for creating new skills in magenta.nvim, including file structure, frontmatter format, and TypeScript script execution