Top Agent Skills

Django + Celery async task patterns — configuration, task design, beat scheduling, retries, canvas workflows, monitoring, and testing. Use when adding background jobs, scheduled tasks, or async processing to a Django app.

Use only when writing/updating/fixing C++ tests, configuring GoogleTest/CTest, diagnosing failing or flaky tests, or adding coverage/sanitizers.

Legacy-project style inheritance skill. Use when the user types /inherit-legacy-style, or when onboarding an AI coding agent onto a hand-written legacy project and you need to prevent "style drift" (the model imposing its pretrained mainstream idioms onto the project). Language- and framework-agnostic — it aligns meta-architecture only, not syntax. Once run, it becomes a behavioral constraint on all subsequent coding tasks. Do NOT use for pure research or one-off questions unrelated to code-style alignment.

Use this skill when writing new features, fixing bugs, or refactoring code. Enforces test-driven development with 80%+ coverage including unit, integration, and E2E tests.

FastAPI best practices covering project structure, Pydantic v2 schemas, dependency injection, async handlers, authentication, authorization, transactional service layers, and testing with httpx and pytest.

Enforces idiomatic Kotlin conventions for null safety, immutability, sealed classes, coroutines, extension functions, DSL builders, and Gradle Kotlin DSL.

SwiftUI architecture patterns, state management with @Observable, view composition, navigation, performance optimization, and modern iOS/macOS UI best practices.

Kotlin testing patterns with Kotest, MockK, coroutine testing, property-based testing, and Kover coverage. Follows TDD methodology with idiomatic Kotlin practices.

Research what people actually say about any topic in the last 30 days. Pulls posts and engagement from Reddit, X, YouTube, TikTok, Hacker News, Polymarket, GitHub, and the web.

Redis data structure patterns, caching strategies, distributed locks, rate limiting, pub/sub, and connection management for production applications.

Multi-agent adversarial verification with convergence loop. Two independent review agents must both pass before output ships.

Prisma ORM patterns for TypeScript backends — schema design, query optimization, transactions, pagination, and critical traps like updateMany returning count not records, $transaction timeouts, migrate dev resetting the DB, @updatedAt skipped on bulk writes, and serverless connection exhaustion.

Scan your Claude Code configuration (.claude/ directory) for security vulnerabilities, misconfigurations, and injection risks using AgentShield. Checks CLAUDE.md, settings.json, MCP servers, hooks, and agent definitions.

Enter explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying requirements. Use when the user wants to think through something before or during a change.

Sync delta specs from a change to main specs. Use when the user wants to update main specs with changes from a delta spec, without archiving the change.

Archive multiple completed changes at once. Use when archiving several parallel changes.

Set up application performance monitoring tools. TRIGGERS - Use when user needs help with apm-setup related tasks.

Plan gala events with programming and fundraising. TRIGGERS - Use when user needs help with gala-plan related tasks.

Design APIs with endpoints, methods, and documentation. TRIGGERS - Use when user needs help with api-design related tasks.

Write comedy sets with jokes, callbacks, and timing. TRIGGERS - Use when user needs help with comedy-set related tasks.

Conduct failure mode and effects analyses. TRIGGERS - Use when user needs help with fmea-guide related tasks.

Write RFPs with requirements, evaluation, and timeline. TRIGGERS - Use when user needs help with rfp-writer related tasks.

Establish team norms for collaboration and communication. TRIGGERS - Use when user needs help with team-norms related tasks.

Create home buyer guides with process steps. TRIGGERS - Use when user needs help with buyer-guide related tasks.

Create patient intake forms with history and screening. TRIGGERS - Use when user needs help with intake-form related tasks.

Design NPS programs with measurement and action. TRIGGERS - Use when user needs help with nps-program related tasks.

Create study guides with key concepts and review questions. TRIGGERS - Use when user needs help with study-guide related tasks.

Build AI help desk automation systems. TRIGGERS - Use when user needs help with ai-help-desk related tasks.

Write board reports with KPIs and strategic updates. TRIGGERS - Use when user needs help with board-report related tasks.

Create medical coding guides for billing accuracy. TRIGGERS - Use when user needs help with coding-guide related tasks.

Write ebooks with chapters and design. TRIGGERS - Use when user needs help with ebook-writer related tasks.

Design F&I product menus for dealership presentations. TRIGGERS - Use when user needs help with f-and-i-menu related tasks.

Plan harvest operations with timing, labor, and storage. TRIGGERS - Use when user needs help with harvest-plan related tasks.

Write leave policies covering PTO, sick, and family leave. TRIGGERS - Use when user needs help with leave-policy related tasks.

Create performance improvement plan templates. TRIGGERS - Use when user needs help with pip-template related tasks.

Design reading plans with retention strategies. TRIGGERS - Use when user needs help with reading-plan related tasks.

OODA loop decision framework (Observe, Orient, Decide, Act). Use for complex decisions, problem-solving, unclear situations, or when someone is jumping to solutions without analysis.

Generate architecture documentation using C4 model Mermaid diagrams. Use when asked to create architecture diagrams, document system architecture, visualize software structure, create C4 diagrams, or generate context/container/component/deployment diagrams. Triggers include "architecture diagram", "C4 diagram", "system context", "container diagram", "component diagram", "deployment diagram", "document architecture", "visualize architecture".

Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.

Rust specialist with expertise in async programming, ownership patterns, FFI, and WebAssembly development

NVIDIA NemoClaw plugin for secure sandboxed installation and orchestration of OpenClaw always-on AI assistants via OpenShell

A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.

Patterns for OrbStack Linux VMs and Docker on macOS. Covers orbctl/orb commands, machine lifecycle, cloud-init, networking, file sharing, and SSH access. Must use when working with OrbStack, orbctl commands, or Linux VMs on macOS.

Use when the user wants to inspect or drive the local OpenClaw desktop wrapper, NemoClaw route, Ollama models, or Mermate pipeline from Claude Code.

Use when the user asks to design multi-agent systems, create agent architectures, define agent communication patterns, or build autonomous agent workflows.

Scan codebases for technical debt, score severity, track trends, and generate prioritized remediation plans. Use when users mention tech debt, code quality, refactoring priority, debt scoring, cleanup sprints, or code health assessment. Also use for legacy code modernization planning and maintenance cost estimation.

Helm chart development agent skill and plugin for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw — chart scaffolding, values design, template patterns, dependency management, security hardening, and chart testing. Use when: user wants to create or improve Helm charts, design values.yaml files, implement template helpers, audit chart security (RBAC, network policies, pod security), manage subcharts, or run helm lint/test.

API Design Reviewer

Evaluate and rank agent results by metric or LLM judge for an AgentHub session.

Read, write, and browse the AgentHub message board for agent coordination.

Use when the user asks to generate API tests, create integration test suites, test REST endpoints, or build contract tests.

Agent Workflow Designer

Resume a paused experiment. Checkout the experiment branch, read results history, continue iterating.

Extract campaign or business KPIs from report documents — metrics, values, periods, and targets.

Extract structured fields from w-9 documents.

Generate a branded Open Graph image with a generative wave background, logo, and tagline.

Resize a source image to a thumbnail and convert to WebP.

Extract candidate name, contact details, work history, and skills from resumes.

Optimize Product Image for Amazon

Extract vendor name, line items, totals, and dates from invoice documents.