framework-context
Load and synthesize framework architecture context for reflection and planning tasks.
frontend-expert
Frontend development expert including UI/UX patterns, responsive design, and accessibility
function-length-and-responsibility
This rule enforces the single responsibility principle, ensuring functions are short and focused.
gamedev-expert
Game development expert including DragonRuby, Unity, and game mechanics
gap-detection
Detect missing docs, undocumented files, project health issues, and coverage gaps on session start or on-demand. Scans for README gaps, TODO/FIXME counts, and test coverage holes.
gcloud-cli
Google Cloud CLI operations and resource management
gemini-cli-security
AI-powered code vulnerability analysis and dependency scanning using Gemini CLI security extension patterns. Detects hardcoded secrets, injection attacks, weak cryptography, authentication flaws, and LLM prompt injection. Also scans dependencies against the OSV.dev vulnerability database.
git-expert
Advanced Git operations wrapper. Optimizes token usage by guiding complex git workflows into efficient CLI commands.
github-mcp
GitHub API operations - repositories, issues, pull requests, actions, code security, discussions, gists, and more. Use for GitHub-related tasks like managing PRs, issues, searching code, and monitoring workflows.
github-ops
Workflow for repository reconnaissance and operations using GitHub CLI (gh). Optimizes token usage by using structured API queries instead of blind file fetching.
go-expert
Go programming expert including APIs, gRPC, concurrency, and best practices
goal-backward-verification
Verify that task outputs actually achieve stated goals through 4 progressive levels of verification
google-workspace
Google Workspace integration skill for Gmail, Calendar, Drive, Docs, and Sheets via Python client libraries and MCP servers
graphql-expert
GraphQL expert including schema design, Apollo Client/Server, and caching
heartbeat
Start and manage the full heartbeat ecosystem for agent-studio. Registers all 7 heartbeat loops plus auto-reschedule task via CronCreate to keep the agent ecosystem healthy, indexed, informed, and connected.
hook-creator
Creates and registers hooks for the Claude Code framework. Handles pre/post tool execution, validation, memory, and session hooks. Use when new validation, safety, or automation hooks are needed.
html-tailwind-css-and-javascript-expert-rule
Sets the AI to act as an expert in HTML, Tailwind CSS, and vanilla JavaScript, focusing on clarity and readability for all HTML, JS, and CSS files.
htmx-expert
HTMX expert including hypermedia patterns, Django/Flask integration
huggingface
Hugging Face Hub operations, model inference, dataset management, PEFT/LoRA fine-tuning, and Spaces deployment via MCP tools and Python APIs
imagen-generation
Google Imagen image generation via Vertex AI — text-to-image, image editing, inpainting, and upscaling using ImageGenerationModel
implementation-readiness
Gate for HIGH/EPIC tasks that validates plan completeness and architecture compliance before implementation begins
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
jira-pm
Jira project management and issue tracking integration
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.
kafka-development-practices
Applies general coding standards and best practices for Kafka development with Scala.
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.
large-data-with-dask
Specific optimization strategies for Python scripts working with larger-than-memory datasets via Dask.
linear-pm
Linear project management - issues, projects, cycles, and roadmaps. Use for Linear-related tasks like managing issues, tracking sprints, and organizing projects.
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.
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
>-
medusa
Medusa v2 rules and best practices for modular commerce architecture, Workflow SDK, data models, services, and admin customizations.
memory-audit
Comprehensive health check across CC auto-memory and agent-studio memory systems — detects orphans, duplicates, staleness, and threshold violations
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.
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