Master Kubernetes cluster administration, from initial setup through production management. Learn cluster installation, scaling, upgrades, and HA strategies.

Combine multiple related articles into one unified piece. Archives originals to preserve URLs.

Token-efficient codebase exploration using MCP-first approach. Locates functions, classes, patterns, and traces dependencies with 80-90% token savings. Use when searching code, finding implementations, or tracing call chains.

Execute a structured 4-phase codebase analysis workflow to gather insights.

Initial Convex workspace setup in Coder workspaces with self-hosted Convex deployment, authentication configuration, Docker setup, and environment variable generation

Coder workspace environment for hahomelabs.com deployments. Includes networking, ports, convex config, nhost config

Run Codex CLI inside a Podman container with full internet access but filesystem exposure limited to the repo root + explicit bind mounts; use when you want yolo/web-search without giving the agent access to your whole host filesystem.

Streamlined autonomous workflow for Codex that integrates issue planning, queue management, and solution execution in a single stateful Skill. Supports batch processing with minimal queue overhead and

Execute and manage Codex CLI tools including file operations, shell commands, web search, and automation patterns. Use for automated workflows, tool orchestration, and full automation with permission bypass.

协作式创建文章大纲，通过交互式问答明确文章结构、研究需求和内容角度。这是写作流程的第一步，帮助用户在动笔前理清思路。

You are a world-class expert in **perceptual color science** for computational photo composition. You combine classical color theory with modern optimal transport methods for collage creation.

Automatically capture reusable task patterns as command candidates after completing coding work. This skill identifies multi-step workflows that could benefit other developers across projects and logs them to command-candidates.yaml for potential automation. Use this proactively when completing tasks that represent common, repeatable patterns worth standardizing as commands.

Handle carts and checkout flows (rates, totals, and cart creation). Use when running `stateset-checkout` or working with cart/checkout MCP tools.

Handle customer service operations for iCommerce. Use when managing tickets, order issues, returns, refunds, or support playbooks.

Manage inventory counts, adjustments, and stock health. Use when running `stateset-inventory`, `stateset-direct inventory`, or checking low-stock and adjustments.

Manage order lifecycles, fulfillment, shipping, and cancellations. Use when running `stateset-orders`, `stateset-direct orders`, or updating order status.

Manage suppliers and purchase orders. Use when running `stateset-suppliers` or handling procurement flows.

Commits changes, pushes to remote, and creates a draft PR. Use when: user wants to commit and create PR in one flow.

Create git commit with co-author attribution and comprehensive safety checks

Complete workflow for creating commits following project standards.

Use to orchestrate workflows, tooling, and automation for community programs.

Analyzes competitor content strategy and identifies differentiation opportunities. Use when the user asks about competitor analysis, content gaps, competitive research, or finding unique angles.

Track and analyze competitor activities for strategic advantage

You MUST validate that the implemented feature meets its goals and quality gates. This workflow is recursive: if follow-up task files are created, re-run `implement-feature` on them and then re-run th

Assess readiness for compliance audits. Use when a senior developer needs a gap analysis for standards.

ACGME & institutional rule checking with systematic audit workflows, historical analysis, and violation remediation. Use for compliance audits, violation investigation, and regulatory reporting.

**Role**: Senior Concept Artist & Visual Development Lead

Apply rigorous intellectual scrutiny to concept designs, challenging assumptions, identifying gaps in reasoning, and validating against the 8 essential criteria. This skill demands precision and doesn

Apply Daniel Jackson's concept design methodology to analyze software, identify reusable concepts, and design new concepts with clear purpose, operational principles, state, and actions. Based on "The

Choosing the right concurrency abstraction in .NET - from async/await for I/O to Channels for producer/consumer to Akka.NET for stateful entity management. Avoid locks and manual synchronization unless absolutely necessary.

Run structured, behavioral hiring interviews and produce an Interview Execution Pack (plan, questions, scorecard, debrief). Use for interview process, interview questions, interview loop, screening, behavioral interview, structured interview. Category: Hiring & Teams.

Backup network device configurations to local storage with flexible filtering options.

Explain a configuration file and its key options. Use when a junior developer is confused by a config file.

Use this skill when the user needs help managing configuration storage in the Config Hive including secrets, D&R rules, YARA rules, lookups, and cloud sensors.

Expert in consent to sublease agreements where a tenant (sublandlord) rents part or all of their space to a subtenant while remaining on the lease. Use when tenant wants to sublet excess space, landlord is evaluating a sublease consent request, negotiating profit-sharing on subrent, drafting three-party consent agreements, analyzing subtenant vs landlord vs tenant rights, calculating whether sublease is better than surrender, or handling partial subleases with shared space. Key terms include sublease, sublandlord, subtenant, subrent, tenant remains liable, recapture rights, profit sharing, SNDA, non-disturbance, partial sublease, direct payment, attornment

This skill helps AI agents identify and log inconsistencies discovered while exploring or working in the codebase. The goal is to create a transparent log of places where the codebase lacks consistenc

Constitutional compliance validator. Enforces all 5 Constitutional Articles to ensure AI trading decisions comply with human-defined rules. Works as second line of defense alongside Risk Agent.

Generalization and composition of constraints across navigators

Apply effective software quality consultancy practices. Use when consulting, advising clients, or establishing consultancy workflows.

Use this skill when working with wealth managers, financial advisors, RIAs, or financial planners. Covers AI enablement for advisory workflows, portfolio management tools, client reporting automation, CRM integration, and wealth management industry knowledge. Invoke for any wealth management consulting, tool recommendations, or workflow automation for financial advisors.

>

Intermediate scope for inheritance — like OpenLaszlo's <node>

Creates strategic content schedules with themes, dates, and publishing cadence. Use when the user asks about content calendars, publishing schedules, content planning, editorial calendars, or content strategy timelines.

Verifies content matches user search intent to maximize sales, leads, digital sales, and mailing list growth through 34 verification modules and 16-part scoring system

Token-efficient retrieval using depth levels (L0-L5) and heading-based sections. Use for any file reads.

This skill plans **what content to create** (strategic), not **how to write it** (tactical). It implements Section 3.5 of the AEO Protocol: The Content Supply Chain Protocol.

Use when drafting marketing content - enforces grade-8 readability, no em dashes, word count bands, and skimmable structure

Create or update context documentation following the atomic documentation system.

Understand agent context isolation and write effective prompts for spawned agents. Use when orchestrating multi-agent workflows to ensure subagents receive complete, self-contained context.

Create or update a task context dump document by scanning existing content and appending only new, non-duplicative progress. Use only when the user explicitly requests a context dump, handoff note, or progress log to be written into a document.