Merge new upstream releases of nushell and reedline into Shannon

This file coordinates multi-agent swarm mode for ProjectStats.

Universal validation and knowledge capture. Detects what changed, runs governance gates, captures knowledge, verifies deployment. Works for any project.

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Orchestrate the release team: coordinates release-manager, qa-lead, devops-engineer, and producer to execute a release from candidate to deployment.

Autonomously validate environment state and execute a safe Magento 2 deployment with correct command order and confirmation gates before destructive steps.

Run a structured AI readiness audit for any organization. Scores 8 dimensions, identifies gaps, produces a prioritized 90-day action plan with budget ranges.

Cross-agent health monitoring for multi-host OpenClaw deployments. Each agent pushes structured status reports (JSON) to a central location. A PM/monitoring agent reads them and alerts on failures. Works across Windows, Linux, and mixed environments.

A comprehensive AI agent skill for delivering exceptional customer support. Drafts responses to customer issues with the right tone and technical accuracy, manages support queues by priority, identifies patterns in recurring problems, escalates complex cases appropriately, maintains consistency across every interaction, and helps support teams and solo founders provide enterprise-quality customer experience without enterprise headcount.

Use when writing medical school personal statements, residency application essays, fellowship statements, or graduate school admissions essays. Crafts compelling narratives highlighting clinical experiences, research achievements, and career motivations for healthcare education applications.

OpenClaw Security Auditor (OSA) - Comprehensive security auditing tool for OpenClaw deployments. Provides 60-second security diagnosis, risk scoring (0-100), bilingual reports (Chinese/English), and automated fix suggestions. Use when users request security audits, vulnerability scanning, configuration validation, or security hardening for their OpenClaw installations.

用于发布和更新 OpenClaw 技能到 ClawHub，并同步 GitHub Release。用户提到“发布技能”“发到 ClawHub”“发布这个 skill”“写完就发布”“上线这个技能”等场景时使用。包含完整发布步骤、版本规范、发布前检查清单、GitHub Release 同步规则和常见问题处理。

Personal leadership development for founders and first-time CEOs. Covers founder archetype identification, delegation frameworks, energy management, CEO calendar audits, leadership style evolution, blind spot identification, imposter syndrome, founder mental health, and succession planning. Use when a founder feels like the bottleneck, struggles to delegate, is burning out, transitioning from IC to executive, managing a board, or when user mentions founder mode, CEO growth, leadership development, delegation, burnout, or imposter syndrome.

Sandbox-only behavior-led gray-box skill fuzzer. Spawns a worker subagent, probes an installed target skill, deploys honeypot fixtures, and returns a structured JSON risk report.

Stewardship virtues (Care, Curiosity, Humility, Diligence) for plugins

Create browser links for artifacts rendered by `agent-render.com`.

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9D product development framework

Analyze changes and create a meaningful commit with agent authorship. Internal skill for evolve_loop.

ai-ml-engineer

Apply these standards when creating or updating Mermaid diagrams.

Autonomous validation of authentication security. Checks password hashing, cookie configuration, CSRF protection, and session management for OWASP compliance.

Use when deploying ANY machine learning model on-device, converting models to CoreML, compressing models, or implementing speech-to-text. Covers CoreML conversion, MLTensor, model compression (quantization/palettization/pruning), stateful models, KV-cache, multi-function models, async prediction, SpeechAnalyzer, SpeechTranscriber.

Resource isolation strategies to prevent cascading failures and limit blast radius in distributed systems

cli-development

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

To initiate a release by executing the dx release command with appropriate parameters.

name: codebase-understanding

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

Conventions for service configuration and environment variables: naming, precedence, validation at startup, secrets handling, environment detection, and documentation patterns

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

Parallel historical context gathering using G-4 CONTEXT. Deploy 6 probes to gather all relevant context before complex work.

This skill should be used when the user asks to 'create a task from', 'add issue for', 'track work on', or provides conversational task descriptions like 'I need to fix the blog bug' or 'remind me to update the docs'. Converts natural language task descriptions into structured beads with automatic categorization, priority inference, and optional blocking relationships.

Google ADK (Agent Development Kit) architecture and core concepts. Covers agent types (LLM, Sequential, Parallel, Loop, Multi-agent), tool ecosystem, execution flows, deployment options, and observability. Model-agnostic framework for production AI agents. Use when understanding ADK architecture, selecting agent patterns, designing agent systems, or deploying to Vertex AI.

Set up progressive canary deployments on GCP Cloud Run with traffic splitting, monitoring alerts, and automated rollback.

Azure Deployment Stacks GA 2025 features for unified resource management, deny settings, and lifecycle management

**Purpose**: Systematically validate the application is ready for production deployment, catching common "works locally, fails on Render" issues BEFORE they happen.

deployment-verification

Design clear, type-safe signatures that define what your DSPy modules should do.

Manage GitHub parent-child issue relationships using the gh-sub-issue extension. Link existing issues as sub-tasks, create new sub-issues, list relationships, and remove links. Use when working with GitHub issue hierarchies, Epic breakdowns, phased development, or when users mention sub-issues, sub-tasks, parent issues, or issue hierarchies.

git-release

Systematic approach to GitHub release preparation following 2025 best practices for Rust workspace projects

Manage Kubernetes clusters with KubeKey: check installation, install KubeKey, create clusters, scale nodes, upgrade clusters, and view configurations. Use when working with Kubernetes cluster deployment, management, or when the user mentions KubeKey, kk, or Kubernetes cluster operations.

Kubernetes 클러스터 관리를 위한 포괄적인 스킬입니다.

How to project legitimacy for Solana projects: disclosures, address registry, audits, comms patterns, red-flag avoidance. Use for project pages, announcements, and community trust work.

Create engaging newsletters that get read, clicked, and shared

Run four phases in order. Each phase is conversational and inline — no

Guardian of V.A.I.R.E. quality standards (Value/Agency/Identity/Resilience/Echo). Handles pre-release evaluation, scorecard assessment, and pass/fail determination. Use when UX quality gates are needed. Does not write code.

PR Manager AI — press release, media pitch, crisis communication สำหรับธุรกิจไทย

forge-doc-release