complexity-assessment
AI-based complexity assessment for task analysis. Use when determining the appropriate workflow, phases, and validation depth for a task.
compliance-policy-check
Validate planned changes against local framework rules and policy guardrails before implementation or creation.
composer-dependency-management
Rules pertaining to Composer dependency management, promoting best practices for declaring and updating dependencies.
comprehensive-type-annotations
Requires detailed type annotations for all Python functions, methods, and class members.
comprehensive-unit-testing-with-pytest
Aims for high test coverage using pytest, testing both common and edge cases.
configuration-management
Configuration management techniques
content-analyzer
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consensus-voting
Byzantine consensus voting for multi-agent decision making. Implements voting protocols, conflict resolution, and agreement algorithms for reaching consensus among multiple agents.
container-expert
Container orchestration expert including Docker, Kubernetes, Helm, and service mesh
containerization-rules
Rules for creating and maintaining Dockerfiles.
diagram-generator
Generates architecture, database, and system diagrams using Mermaid syntax. Creates visual representations of system architecture, database schemas, component relationships, data flows, and standalone HTML exports.
doc-generator
Generates comprehensive documentation from code, APIs, and specifications. Creates API documentation, developer guides, architecture docs, and user manuals with examples and tutorials.
docker-compose
Docker Compose container orchestration and management. Manage multi-container applications, services, networks, and volumes. Use for local development, testing, and orchestration of containerized applications.
dry-principle
This rule enforces the Don't Repeat Yourself principle to avoid code duplication and improve maintainability.
dto-conventions
Sets standards for Data Transfer Objects (DTOs), typically records, including parameter validation in compact canonical constructors.
dynamic-api-integration
Discover, parse, and call external HTTP APIs at runtime using OpenAPI specs, tool templates, and iterative chaining. Adapted from UTCP (Universal Tool Calling Protocol) patterns for Node.js and Claude Code agents.
incident-runbook-templates
Create structured incident response runbooks with step-by-step procedures, escalation paths, and recovery actions. Use when building runbooks, responding to incidents, or establishing incident response procedures.
init
Auto-evolution skill to initialize a new repository with AGENTS.md localized context.
insecure-defaults
Detect hardcoded credentials, default passwords, fail-open configurations, insecure default settings, and other security misconfigurations that ship as default behavior in applications.
insight-extraction
Extract actionable insights from completed coding sessions. Use when a session completes to capture learnings for future sessions.
instinct-learning
Records atomic learned behaviors with confidence scores. Project-scoped instincts are isolated per project and auto-promote to global scope at confidence threshold 0.8. Stores instincts in .claude/context/memory/instincts.jsonl
interactive-requirements-gathering
Structured interactive questionnaire framework for gathering requirements from users. Uses A/B/C/D/E multiple choice patterns with additive vs exclusive question classification.
ios-expert
iOS development expert including SwiftUI, UIKit, and Apple frameworks
java-expert
Java and Spring Boot expert including REST APIs, JPA, and microservices
judge-verification
Independent LLM judge evaluates task completion separately from the executing agent, catching false success claims by reviewing task goal, actions taken, final state, and evidence. Produces PASS/FAIL with confidence score and reasoning.
jupyter-notebook-best-practices
Guidelines for structuring and documenting Jupyter notebooks for reproducibility and clarity.
k8s-manifest-generator
Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creating K8s resources, or implementing production-grade Kubernetes configurations.
k8s-security-policies
Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, implementing network isolation, or enforcing pod security standards.
knowledge-graph
Entity and relation tracking skill using MCP memory server patterns and local knowledge graph storage. Build persistent knowledge graphs of entities, relationships, and observations across agent sessions. Covers the MCP memory server (@modelcontextprotocol/server-memory), local JSON-based graphs, and entity-relation querying patterns for long-running agents.
kubernetes-flux
Kubernetes cluster management and troubleshooting. Query pods, deployments, services, logs, and events. Supports context switching, scaling, and rollout management. Use for Kubernetes debugging, monitoring, and operations.
llm-council
Orchestrate multi-LLM parallel debate and synthesis. Dispatches prompts to available omega CLI wrappers in parallel, collects independent responses, runs anonymized peer review ranking, and synthesizes via a chairman model. Supports collaboration templates, idle watchdog, inter-agent messaging, worktree isolation, and multi-turn sessions. No server required.
logging-module-usage
Employs the logging module judiciously to log important events, warnings, and errors.
lsp-navigator
Compiler-level code intelligence via native LSP — definitions, references, types, call hierarchies, and diagnostics.
omega-codex-cli
Shell out to OpenAI Codex CLI for headless code generation, analysis, and question-answering. Optimized for code tasks. Requires OPENAI_API_KEY env var.
marketing-content
Content strategy, copywriting frameworks (AIDA/PAS/BAB/4Ps/FAB), editorial calendar management, platform-specific content, A/B testing, campaign planning, audience targeting, and content performance measurement.
markitdown-converter
Convert files to Markdown using Microsoft's MarkItDown library
medusa-security
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memory-audit
Comprehensive health check across CC auto-memory and agent-studio memory systems — detects orphans, duplicates, staleness, and threshold violations
memory-forensics
Master memory forensics techniques including memory acquisition, process analysis, and artifact extraction using Volatility and related tools. Use when analyzing memory dumps, investigating incidents, or performing malware analysis from RAM captures.
memory-quality-auditor
Audit memory retrieval quality (drift, staleness, citation-groundedness) and produce remediation backlog.
memory-search
Semantic search over global agent memory. Use to retrieve previously learned patterns, decisions, gotchas, and workarounds. Prevents stale-context errors across long sessions and multi-agent pipelines.
ml-experiment-loop
Autonomous fixed-budget ML experiment loop — setup, iterative hypothesis testing, git-based keep/discard tracking, and indefinite autonomous execution. Implements the karpathy/autoresearch protocol.
mobile-first-design-rules
Focuses on rules and best practices for mobile-first design and responsive typography using tailwind.
mobile-ui-development-rule
General rules pertaining to Mobile UI development. Covers UI/UX best practices, state management, and navigation patterns.
modern-python
Modern Python tooling best practices using uv, ruff, ty, and pytest. Mandates the Trail of Bits Python coding standards for project setup, dependency management, linting, type checking, and testing. Based on patterns from trailofbits/cookiecutter-python.
multi-agent-architecture-reference
Decision matrix for selecting multi-agent topologies (Supervisor, Swarm, Hierarchical, Conductor) with token economics, failure modes, and escalation paths
next-cache-components
Next.js 16 caching model expertise covering the 'use cache' directive, cacheLife() API, cacheTag() for invalidation, cacheComponents configuration, and Partial Prerendering (PPR). Use when implementing caching strategies in Next.js 16+ applications, migrating from unstable_cache, or optimizing server component rendering.
next-upgrade
Structured workflow for upgrading Next.js applications across major versions. Use when migrating a Next.js project from one major version to another (e.g., 13 to 14, 14 to 15, 15 to 16). Covers codemod automation, breaking change detection, incremental migration paths, and post-upgrade validation.
nextjs-expert
Next.js framework expert including App Router, Server Components, and API routes
nodejs-expert
Node.js backend expert including Express, NestJS, and async patterns
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